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MIT Computer Science Curriculum

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Advanced Algorithms (COMPSCI 224)

Advanced Algorithms (COMPSCI 224), Lecture 1.mp4	MP4	237.17 MB
Advanced Algorithms (COMPSCI 224), Lecture 10.mp4	MP4	220.33 MB
Advanced Algorithms (COMPSCI 224), Lecture 11.mp4	MP4	225.94 MB
Advanced Algorithms (COMPSCI 224), Lecture 12.mp4	MP4	224.23 MB
Advanced Algorithms (COMPSCI 224), Lecture 13.mp4	MP4	221.86 MB
Advanced Algorithms (COMPSCI 224), Lecture 15.mp4	MP4	225.77 MB
Advanced Algorithms (COMPSCI 224), Lecture 16.mp4	MP4	221.06 MB
Advanced Algorithms (COMPSCI 224), Lecture 17.mp4	MP4	228.65 MB
Advanced Algorithms (COMPSCI 224), Lecture 18.mp4	MP4	222.29 MB
Advanced Algorithms (COMPSCI 224), Lecture 19.mp4	MP4	215.61 MB
Advanced Algorithms (COMPSCI 224), Lecture 2.mp4	MP4	263.93 MB
Advanced Algorithms (COMPSCI 224), Lecture 20.mp4	MP4	224.5 MB
Advanced Algorithms (COMPSCI 224), Lecture 21.mp4	MP4	233.95 MB
Advanced Algorithms (COMPSCI 224), Lecture 22.mp4	MP4	212.15 MB
Advanced Algorithms (COMPSCI 224), Lecture 23.mp4	MP4	226.66 MB
Advanced Algorithms (COMPSCI 224), Lecture 24.mp4	MP4	224.8 MB
Advanced Algorithms (COMPSCI 224), Lecture 25.mp4	MP4	228.18 MB
Advanced Algorithms (COMPSCI 224), Lecture 26.mp4	MP4	225.01 MB
Advanced Algorithms (COMPSCI 224), Lecture 3.mp4	MP4	240.85 MB
Advanced Algorithms (COMPSCI 224), Lecture 4.mp4	MP4	231.44 MB
Advanced Algorithms (COMPSCI 224), Lecture 5.mp4	MP4	212.84 MB
Advanced Algorithms (COMPSCI 224), Lecture 6.mp4	MP4	220.04 MB
Advanced Algorithms (COMPSCI 224), Lecture 7.mp4	MP4	228.55 MB
Advanced Algorithms (COMPSCI 224), Lecture 8.mp4	MP4	217.42 MB
Advanced Algorithms (COMPSCI 224), Lecture 9.mp4	MP4	222.31 MB

Berkeley CS 162 Operating Systems

Lecture 01. Overview (CS 162, Fall 2013, UC Berkeley).mp4	MP4	255.36 MB
Lecture 02. Concurrency Processes, Threads, and Address Spaces (CS 162, Fall 2013, UC Berkeley).mp4	MP4	284.16 MB
Lecture 03. Concurrency and Thread Dispatching (CS 162, Fall 2013, UC Berkeley).mp4	MP4	258.42 MB
Lecture 04. Synchronization, Atomic Operations, Locks (CS 162, Fall 2013, UC Berkeley).mp4	MP4	147.53 MB
Lecture 05. Semaphores, Conditional Variables (CS 162, Fall 2013, UC Berkeley).mp4	MP4	133.24 MB
Lecture 06. Readers -Writers Problem, Working in Teams (CS 162, Fall 2013, UC Berkeley).mp4	MP4	157.3 MB
Lecture 07. Language Support for Concurrent Programming, Deadlocks (CS 162, Fall 2013, UC Berkeley).mp4	MP4	146.79 MB
Lecture 08. Thread Scheduling (CS 162, Fall 2013, UC Berkeley).mp4	MP4	131.95 MB
Lecture 09. Address Translation (CS 162, Fall 2013, UC Berkeley).mp4	MP4	145.49 MB
Lecture 10. Caches and TLBs (CS 162, Fall 2013, UC Berkeley).mp4	MP4	159.59 MB
Lecture 11. Page Allocation and Replacement (CS 162, Fall 2013, UC Berkeley).mp4	MP4	138.96 MB
Lecture 12. Kernel_User, I_O (CS 162, Fall 2013, UC Berkeley).mp4	MP4	155.84 MB
Lecture 13. Disk_SSDs, File Systems (Part 1) (CS 162, Fall 2013, UC Berkeley).mp4	MP4	163.03 MB
Lecture 14. File Systems (Part 2) (CS 162, Fall 2013, UC Berkeley).mp4	MP4	152.8 MB
Lecture 15. Key Value Storage, Network Protocols (CS 162, Fall 2013, UC Berkeley).mp4	MP4	137.02 MB
Lecture 16. Layering (CS 162, Fall 2013, UC Berkeley).mp4	MP4	133.57 MB
Lecture 17. TCP, Flow Control, Reliability (CS 162, Fall 2013, UC Berkeley).mp4	MP4	138.81 MB
Lecture 18. Transactions (CS 162, Fall 2013, UC Berkeley).mp4	MP4	128.84 MB
Lecture 19. Transactions, Two Phase Locking 2PL & Commit 2PC (CS 162, Fall 2013, UC Berkeley).mp4	MP4	219.7 MB
Lecture 20. Why Systems Fail and What We Can Do About It (CS 162, Fall 2013, UC Berkeley).mp4	MP4	143.62 MB
Lecture 21. Security I - Key Security and Cryptographic Mechanisms (CS 162, Fall 2013, UC Berkeley).mp4	MP4	150.56 MB
Lecture 22. Security II - Host Compromise & Denial of Service (CS 162, Fall 2013, UC Berkeley).mp4	MP4	131.05 MB
Lecture 23. Remote Procedure Call (CS 162, Fall 2013, UC Berkeley).mp4	MP4	286.7 MB
Lecture 24. Capstone - Cloud Computing (CS 162, Fall 2013, UC Berkeley).mp4	MP4	263.7 MB

Bioinformatics in Python

Bioinformatics Tips & Tricks - Hamming Distance.mp4	MP4	25.38 MB
Bioinformatics in Python - DNA Toolkit. Part 1 - Validating and counting nucleotides..mp4	MP4	29.73 MB
Bioinformatics in Python - DNA Toolkit. Part 2 - Transcription, Reverse Complement..mp4	MP4	42.17 MB
Bioinformatics in Python - DNA Toolkit. Part 3 - GC Content Calculation..mp4	MP4	37.16 MB
Bioinformatics in Python - DNA Toolkit. Part 4 - Translation, Codon Usage..mp4	MP4	32.58 MB
Bioinformatics in Python - DNA Toolkit. Part 5 - Open Reading Frames..mp4	MP4	21.45 MB
Bioinformatics in Python - DNA Toolkit. Part 6 - Protein search in a reading frame..mp4	MP4	38.4 MB
Bioinformatics in Python - DNA Toolkit. Part 7 - A search for a real protein from NCBI database..mp4	MP4	41.26 MB
Bioinformatics in Python - DNA Toolkit. Part 8.1 - Code refactoring into a bio_seq class..mp4	MP4	56.55 MB
Bioinformatics in Python - DNA Toolkit. Part 8.2 - Code refactoring into a bio_seq class..mp4	MP4	65.74 MB
Bioinformatics in Python - DNA Toolkit. Part 9 - RNA, Helper functions..mp4	MP4	51.33 MB
Bioinformatics in Python - Development Tools Setup..mp4	MP4	47.95 MB
Bioinformatics in Python - Intro.mp4	MP4	38.45 MB
Rosalind Problems - Counting DNA Nucleotides.mp4	MP4	28.95 MB
Rosalind Problems - Fibonacci, Rabbits and Recurrence Relations..mp4	MP4	44.71 MB
Rosalind Problems - GC Content, FASTA File Format, Data Processing..mp4	MP4	67.98 MB
Rosalind Problems - Python Village.mp4	MP4	57.06 MB
Rosalind Problems - Transcription and Reverse Complement.mp4	MP4	18.04 MB

C++ Tutorial

C++ Tutorial 10 - Object Oriented Programming.mp4	MP4	190.74 MB
C++ Tutorial 11 - Polymorphism.mp4	MP4	29.09 MB
C++ Tutorial 12 - Operator Overloading & File I_O.mp4	MP4	47.19 MB
C++ Tutorial 13 - Advanced Functions.mp4	MP4	29.27 MB
C++ Tutorial 14 - Templates & Iterators.mp4	MP4	34.52 MB
C++ Tutorial 15 - Smart Pointers & Polymorphic Templates.mp4	MP4	25.3 MB
C++ Tutorial 16 - C++ Threads.mp4	MP4	47.43 MB
C++ Tutorial 17 - Sequence Containers.mp4	MP4	37.22 MB
C++ Tutorial 18 - Associative Containers & Container Adapters.mp4	MP4	33.04 MB
C++ Tutorial 19 - C++ Regular Expressions.mp4	MP4	44.48 MB
C++ Tutorial 2 - Conditionals, Arrays, Vectors, Strings, Loops.mp4	MP4	50.72 MB
C++ Tutorial 20 - C++ Regex 2.mp4	MP4	22.98 MB
C++ Tutorial 21 - C++ Regex 3.mp4	MP4	28.63 MB
C++ Tutorial 3 - Pointers & Functions.mp4	MP4	54.58 MB
C++ Tutorial 4 - Exception Handling & Looping.mp4	MP4	101.13 MB
C++ Tutorial 5 - Strings & Math.mp4	MP4	44.18 MB
C++ Tutorial 6 - Solving Problems.mp4	MP4	43.38 MB
C++ Tutorial 7 - Solving Problems.mp4	MP4	43.17 MB
C++ Tutorial 8 - Recursion Algorithms & Overloaded Functions.mp4	MP4	51.55 MB
C++ Tutorial 9 - Lambda Expressions.mp4	MP4	43.97 MB
C++ Tutorial.mp4	MP4	50.84 MB
Install C++ & NetBeans.mp4	MP4	22.24 MB
Qt Tutorial - C++ Notepad App.mp4	MP4	65.09 MB
Qt Tutorial 2 - C++ Calculator.mp4	MP4	68.32 MB
Qt Tutorial 3 - Qt Charts.mp4	MP4	52.56 MB
Qt Tutorial 4 - C++ Paint App.mp4	MP4	41.42 MB
Qt Tutorial 5 - Finish Paint App.mp4	MP4	82.55 MB
Setup Visual Studio Code Mac.mp4	MP4	14.09 MB
Setup Visual Studio Code Windows.mp4	MP4	23.27 MB

CS224N - Natural Language Processing with Deep Learning _ Winter 2019

Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 1 – Introduction and Word Vectors.mp4	MP4	173.01 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 10 – Question Answering.mp4	MP4	196.92 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 11 – Convolutional Networks for NLP.mkv	MKV	614.34 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 2 – Word Vectors and Word Senses.mp4	MP4	195.36 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 3 – Neural Networks.mp4	MP4	190.88 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 4 – Backpropagation.mp4	MP4	205.8 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 5 – Dependency Parsing.mp4	MP4	139.41 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 6 – Language Models and RNNs.mp4	MP4	143.66 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 7 – Vanishing Gradients, Fancy RNNs.mp4	MP4	130.52 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 8 – Translation, Seq2Seq, Attention.mp4	MP4	127.81 MB
Stanford CS224N - NLP with Deep Learning _ Winter 2019 _ Lecture 9 – Practical Tips for Projects.mp4	MP4	154.29 MB

CS234 - Reinforcement Learning _ Winter 2019

Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 1 - Introduction.mp4	MP4	127.71 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 10 - Policy Gradient III & Review.mp4	MP4	239.54 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 11 - Fast Reinforcement Learning.mp4	MP4	369.9 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 12 - Fast Reinforcement Learning II.mp4	MP4	222.72 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 13 - Fast Reinforcement Learning III.mp4	MP4	484.52 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 15 - Batch Reinforcement Learning.mp4	MP4	131.9 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 16 - Monte Carlo Tree Search.mp4	MP4	135.22 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 2 - Given a Model of the World.mp4	MP4	134.73 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 3 - Model-Free Policy Evaluation.mp4	MP4	318.47 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 4 - Model Free Control.mp4	MP4	211.88 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 5 - Value Function Approximation.mp4	MP4	141.28 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 6 - CNNs and Deep Q Learning.mp4	MP4	163.27 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 7 - Imitation Learning.mp4	MP4	175.17 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 8 - Policy Gradient I.mp4	MP4	270 MB
Stanford CS234 - Reinforcement Learning _ Winter 2019 _ Lecture 9 - Policy Gradient II.mp4	MP4	217.37 MB

Calculus I (Entire Course)

Calculus 1.1 A Preview of Calculus.mp4	MP4	21.99 MB
Calculus 1.2.1 Find Limits Graphically and Numerically - Estimate a Limit Numerically or Graphically.mp4	MP4	42.57 MB
Calculus 1.2.2 Find Limits Graphically and Numerically - When Limits Fail to Exist.mp4	MP4	25.41 MB
Calculus 1.2.3 Find Limits Graphically and Numerically - The Formal Definition of A Limit.mp4	MP4	44.32 MB
Calculus 1.3.1 Evaluating Limits Using Properties of Limits.mp4	MP4	33.52 MB
Calculus 1.3.2 Evaluating Limits By Dividing Out or Rationalizing.mp4	MP4	30.34 MB
Calculus 1.3.3 Evaluating Limits Using the Squeeze Theorem.mp4	MP4	18.71 MB
Calculus 1.4.1 Continuity on Open Intervals.mp4	MP4	36.03 MB
Calculus 1.4.2 Continuity on Closed Intervals.mp4	MP4	18.61 MB
Calculus 1.4.3 Properties of Continuity.mp4	MP4	11.98 MB
Calculus 1.4.4 The Intermediate Value Theorem.mp4	MP4	23.79 MB
Calculus 1.5.1 Determine Infinite Limits.mp4	MP4	14.76 MB
Calculus 1.5.2 Determine Vertical Asymptotes.mp4	MP4	30.37 MB
Calculus 2.1.1 Find the Slope of a Tangent Line.mp4	MP4	52.51 MB
Calculus 2.1.2 Derivatives Using the Limit Definition.mp4	MP4	39.74 MB
Calculus 2.1.3 Differentiability and Continuity.mp4	MP4	26.82 MB
Calculus 2.2.1 Basic Differentiation Rules.mp4	MP4	45.95 MB
Calculus 2.2.2 Rates of Change.mp4	MP4	40.94 MB
Calculus 2.3.1 The Product and Quotient Rules.mp4	MP4	32.78 MB
Calculus 2.3.2 Derivatives of Trigonometric Functions.mp4	MP4	8.07 MB
Calculus 2.3.3 Higher Order Derivatives.mp4	MP4	25.08 MB
Calculus 2.4.1 The Chain Rule.mp4	MP4	45.65 MB
Calculus 2.4.2 The General Power Rule.mp4	MP4	21.85 MB
Calculus 2.4.3 Simplifying Derivatives.mp4	MP4	24.58 MB
Calculus 2.4.4 Trigonometric Functions and the Chain Rule.mp4	MP4	7.07 MB
Calculus 2.5.1 Implicit and Explicit Functions.mp4	MP4	21.2 MB
Calculus 2.5.2 Implicit Differentiation.mp4	MP4	39.68 MB
Calculus 3.1.1 Extrema of a Function on an Interval.mp4	MP4	20.83 MB
Calculus 3.1.2 Relative Extrema of a Function on an Open Interval.mp4	MP4	35.74 MB
Calculus 3.1.3 Find Extrema on a Closed Interval.mp4	MP4	26.66 MB
Calculus 3.2.1 Rolle’s Theorem.mp4	MP4	38.91 MB
Calculus 3.2.2 The Mean Value Theorem.mp4	MP4	41.18 MB
Calculus 3.3.1 Increasing and Decreasing Intervals.mp4	MP4	55.73 MB
Calculus 3.3.2 The First Derivative Test.mp4	MP4	39 MB
Calculus 3.4.1 Intervals of Concavity.mp4	MP4	30.1 MB
Calculus 3.4.2 Points of Inflection.mp4	MP4	17.48 MB
Calculus 3.4.3 The Second Derivative Test.mp4	MP4	19.68 MB
Calculus 3.4.4 Putting It All Together.mp4	MP4	39.65 MB
Calculus 3.5.1 Determine Finite Limits at Infinity.mp4	MP4	15.63 MB
Calculus 3.5.2 Determine Horizontal Asymptotes of a Function.mp4	MP4	39.03 MB
Calculus 3.5.3 Horizontal Asymptotes - Tricky Examples.mp4	MP4	25.99 MB
Calculus 3.5.4 Determine Infinite Limits at Infinity.mp4	MP4	6.27 MB
Calculus 3.6.1 A Summary of Curve Sketching.mp4	MP4	59.67 MB
Calculus 3.6.2 Curve Sketching - Full Practice.mp4	MP4	49.27 MB
Calculus 3.7.1 Optimization Problems.mp4	MP4	53.46 MB
Calculus 3.7.2 Optimization Practice.mp4	MP4	64.22 MB
Calculus 4.1.1 Antiderivatives.mp4	MP4	38.35 MB
Calculus 4.1.2 Basic Integration Rules.mp4	MP4	10.23 MB
Calculus 4.1.3 Find Particular Solutions to Differential Equations.mp4	MP4	43.64 MB
Calculus 4.2.1 Sigma Notation.mp4	MP4	37.62 MB
Calculus 4.2.2 The Concept of Area.mp4	MP4	16.1 MB
Calculus 4.2.3 The Approximate Area of a Plane Region.mp4	MP4	85.2 MB
Calculus 4.2.4 Finding Area By The Limit Definition.mp4	MP4	46.87 MB
Calculus 4.3.1 Riemann Sums.mp4	MP4	27.02 MB
Calculus 4.3.2 Definite Integrals.mp4	MP4	35.6 MB
Calculus 4.3.3 Properties of Definite Integrals.mp4	MP4	19.97 MB
Calculus 4.4.1 The Fundamental Theorem of Calculus.mp4	MP4	60.97 MB
Calculus 4.4.2 The Mean Value Theorem for Integrals.mp4	MP4	15.47 MB
Calculus 4.4.3 The Average Value of a Function.mp4	MP4	8.6 MB
Calculus 4.4.4 The Second Fundamental Theorem of Calculus.mp4	MP4	20.04 MB
Calculus 4.5.1 Use Pattern Recognition in Indefinite Integrals.mp4	MP4	34.13 MB
Calculus 4.5.2 Change of Variables for Indefinite Integrals.mp4	MP4	72.38 MB
Calculus 5.1.1 Properties of the Natural Logarithmic Function.mp4	MP4	52.24 MB
Calculus 5.1.2 The Number e.mp4	MP4	9.06 MB
Calculus 5.1.3 The Derivative of the Natural Logarithmic Function.mp4	MP4	36.82 MB
Calculus 5.2.1 The Log Rule for Integration.mp4	MP4	56.63 MB
Calculus 5.2.2 Integrals of Trigonometric Functions.mp4	MP4	6.26 MB
Calculus 5.3.1 Verify Functions are Inverses of One Another.mp4	MP4	28.65 MB
Calculus 5.3.2 Determine Whether a Function Has An Inverse.mp4	MP4	26.67 MB
Calculus 5.3.3 Find the Inverse of a Function.mp4	MP4	9.99 MB
Calculus 5.3.4 Find the Derivative of an Inverse of a Function.mp4	MP4	24.98 MB
Calculus 5.4.1 The Natural Exponential Function.mp4	MP4	40.26 MB
Calculus 5.4.2 Derivatives of the Natural Exponential Function.mp4	MP4	8.14 MB
Calculus 5.4.3 Integrals of the Natural Exponential Function.mp4	MP4	18.49 MB
Calculus 5.5.1 Exponential Functions with Bases Other than e.mp4	MP4	46.29 MB
Calculus 5.5.2 Differentiate and Integrate with Bases Other than e.mp4	MP4	36.25 MB
Calculus 5.5.3 Applications of Bases Other than e.mp4	MP4	25.49 MB
Calculus 5.6.1 Indeterminate Forms.mp4	MP4	15.06 MB
Calculus 5.6.2 L’Hôpital’s Rule.mp4	MP4	28.32 MB
Calculus 5.7.1 Inverse Trigonometric Functions.mp4	MP4	64.05 MB
Calculus 5.7.2 Derivatives of Inverse Trigonometric Functions.mp4	MP4	20.23 MB
Calculus 5.8.1 Integrate Inverse Trigonometric Functions.mp4	MP4	30.24 MB
Calculus 5.8.2 Integrate Using the Completing the Square Technique.mp4	MP4	19.45 MB
Calculus I - 2.6.1 Related Rates - Water Ripples (2D Circle).mp4	MP4	11.57 MB
Calculus I - 2.6.2 Related Rates - Balloon Inflation (Sphere).mp4	MP4	9.89 MB
Calculus I - 2.6.3 Related Rates - Modeling with Triangles.mp4	MP4	36.03 MB

Calculus II (Entire Course)

Calclulus II - 10.1.2 Parabolas.mp4	MP4	27.81 MB
Calculus II - 10.1.1 An Introduction to Conic Sections.mp4	MP4	12.93 MB
Calculus II - 10.1.3 Ellipses.mp4	MP4	29.42 MB
Calculus II - 10.1.4 Hyperbolas.mp4	MP4	16.86 MB
Calculus II - 10.2.1 Plane Curves and Parametric Equations.mp4	MP4	32.87 MB
Calculus II - 10.2.2 Finding Parametric Equations.mp4	MP4	12.13 MB
Calculus II - 10.3.1 Slope, Tangent Lines, and Concavity of Parametric Equations.mp4	MP4	40.47 MB
Calculus II - 10.4.1 Polar Coordinates and Coordinate Conversion.mp4	MP4	40.55 MB
Calculus II - 10.4.2 Polar Graphs.mp4	MP4	16.72 MB
Calculus II - 10.4.3 Slope and Tangent Lines of Polar Equations.mp4	MP4	42.78 MB
Calculus II - 6.1.1 General and Particular Solutions to Differential Equations.mp4	MP4	29.72 MB
Calculus II - 6.1.2 Slope Fields.mp4	MP4	6.7 MB
Calculus II - 6.2.1 Use Separation of Variables to Solve a Simple Differential Equation.mp4	MP4	22.7 MB
Calculus II - 6.2.2 Models of Exponential Growth and Decay.mp4	MP4	50.12 MB
Calculus II - 6.3.1 Using Separation of Variables to Find General and Particular Solutions.mp4	MP4	25.33 MB
Calculus II - 6.3.2 The Logistic Differential Equation.mp4	MP4	26.71 MB
Calculus II - 6.4.1 First Order Linear Differential Equations.mp4	MP4	33.24 MB
Calculus II - 7.1.1 Finding The Area Under a Curve.mp4	MP4	11.83 MB
Calculus II - 7.1.2 Finding the Area Between Two Curves.mp4	MP4	42.49 MB
Calculus II - 7.1.3 Applications Involving the Area Between Two Curves.mp4	MP4	11.54 MB
Calculus II - 7.2.1 Finding Volume Using the Disk Method.mp4	MP4	42.01 MB
Calculus II - 7.2.2 Finding Volume Using the Washer Method.mp4	MP4	45.34 MB
Calculus II - 7.2.3 Finding the Volume of a Solid with Known Cross Sections.mp4	MP4	27.81 MB
Calculus II - 7.3.1 Finding Volume Using the Shell Method.mp4	MP4	46.54 MB
Calculus II - 7.3.2 Disk Method vs. Shell Method.mp4	MP4	23.22 MB
Calculus II - 7.4.1 Finding Arc Length.mp4	MP4	33.33 MB
Calculus II - 7.4.2 Surfaces of Revolution.mp4	MP4	28.34 MB
Calculus II - 7.5.1 Work, Work, Work.mp4	MP4	41.32 MB
Calculus II - 7.6.1 Center of Mass in a One- or Two-Dimensional System.mp4	MP4	24.45 MB
Calculus II - 7.6.2 Center of Mass of a Planar Lamina.mp4	MP4	42.27 MB
Calculus II - 7.7.1 Fluid Pressure and Fluid Force.mp4	MP4	34.61 MB
Calculus II - 8.1.1 Fitting Integrands to Basic Integration Rules.mp4	MP4	23.96 MB
Calculus II - 8.2.1 Integration by Parts.mp4	MP4	29.89 MB
Calculus II - 8.3.1 Integrals Involving Powers of Sine and Cosine.mp4	MP4	31.92 MB
Calculus II - 8.3.2 Integrals Involving Powers of Secant and Tangent.mp4	MP4	46.05 MB
Calculus II - 8.4.1 Trigonometric Substitution.mp4	MP4	55.02 MB
Calculus II - 8.5.1 Using Partial Fractions with Linear Factors to Integrate.mp4	MP4	34.68 MB
Calculus II - 8.5.2 Using Partial Fractions with Quadratic Factors to Integrate.mp4	MP4	23.88 MB
Calculus II - 8.6.1 Using the Trapezoidal Rule to Approximate Integrals.mp4	MP4	33.95 MB
Calculus II - 8.6.2 Using Simpson's Rule to Approximate Integrals.mp4	MP4	18.02 MB
Calculus II - 8.8.1 Improper Integrals with Infinite Limits of Integration.mp4	MP4	33.39 MB
Calculus II - 8.8.2 Improper Integrals with Infinite Discontinuities.mp4	MP4	24.12 MB
Calculus II - 9.1.1 The Limit of a Sequence.mp4	MP4	29.5 MB
Calculus II - 9.1.2 Pattern Recognition for Sequences.mp4	MP4	18.87 MB
Calculus II - 9.1.3 Monotonic and Bounded Sequences.mp4	MP4	18.52 MB
Calculus II - 9.10.1 The Taylor and Maclaurin Series.mp4	MP4	36.12 MB
Calculus II - 9.10.2 The Binomial Series.mp4	MP4	17.51 MB
Calculus II - 9.10.3 Use The Power Series for Elementary Functions.mp4	MP4	13.55 MB
Calculus II - 9.2.1 Infinite Series.mp4	MP4	15.71 MB
Calculus II - 9.2.2 The Geometric Series.mp4	MP4	41.16 MB
Calculus II - 9.2.3 The nth Term Test for Divergence.mp4	MP4	13.61 MB
Calculus II - 9.3.1 The Integral Test.mp4	MP4	25.81 MB
Calculus II - 9.3.2 The p-Series.mp4	MP4	13.34 MB
Calculus II - 9.4.1 The Direct Comparison Test.mp4	MP4	47.45 MB
Calculus II - 9.4.2 The Limit Comparison Test.mp4	MP4	27.46 MB
Calculus II - 9.5.1 The Alternating Series Test.mp4	MP4	16.81 MB
Calculus II - 9.5.2 The Alternating Series Remainder.mp4	MP4	22.02 MB
Calculus II - 9.5.3 Absolute and Conditional Convergence.mp4	MP4	23.75 MB
Calculus II - 9.6.1 The Ratio Test.mp4	MP4	30.43 MB
Calculus II - 9.6.2 The Root Test.mp4	MP4	11.61 MB
Calculus II - 9.8.1 The Power Series L=0 or L=Inf.mp4	MP4	30.42 MB
Calculus II - 9.8.2 The Power Series - Finding R and the Interval of Convergence.mp4	MP4	37.22 MB
Calculus II - 9.9.1 Represent Functions with the Geometric Power Series.mp4	MP4	35.83 MB
Calculus II - 9.9.2 Operations with The Geometric Power Series.mp4	MP4	33.88 MB

Data Structures

AVL 1 Introduction.mp4	MP4	31.45 MB
AVL Tree 2 Nodes.mp4	MP4	30.1 MB
AVL Tree 3 Adding a node.mp4	MP4	33.65 MB
AVL Tree 4 recursive add for an AVL tree.mp4	MP4	52.25 MB
AVL Tree 5 checking balance in an AVL tree.mp4	MP4	37.28 MB
AVL Tree 6 Rebalancing AVL trees.mp4	MP4	50.38 MB
AVL Tree 7 complete example of adding data to an AVL tree..mp4	MP4	59.54 MB
Bloom Filters.mp4	MP4	122.77 MB
Complexity 1 Introduction to complexity.mp4	MP4	85.48 MB
Complexity 2 Big Oh Notation.mp4	MP4	37.2 MB
Complexity 3 Some examples of big-Oh notation.mp4	MP4	56.29 MB
Hashes 1 Introduction.mp4	MP4	126.57 MB
Hashes 10 Rehashing.mp4	MP4	88.36 MB
Hashes 11 the hash class.mp4	MP4	112.01 MB
Hashes 12 Review of the hash element inner class.mp4	MP4	55.27 MB
Hashes 13 Constructor for a chained hash..mp4	MP4	91.27 MB
Hashes 14 Review of constructors.mp4	MP4	57.71 MB
Hashes 15 add() and remove() methods.mp4	MP4	76.04 MB
Hashes 16 getValue().mp4	MP4	37.65 MB
Hashes 17 resize.mp4	MP4	80.97 MB
Hashes 18 KeyIterator.mp4	MP4	109.43 MB
Hashes 2 Hash Functions.mp4	MP4	21.12 MB
Hashes 3 Collisions.mp4	MP4	42.08 MB
Hashes 4 Hash Functions for Strings.mp4	MP4	31.81 MB
Hashes 5 Compressing numbers to fit the size of the array.mp4	MP4	30.01 MB
Hashes 6 Make an integer positive.mp4	MP4	88.13 MB
Hashes 7 LoadFactor().mp4	MP4	20.93 MB
Hashes 8 Open Addressing.mp4	MP4	86.76 MB
Hashes 9 Chaining.mp4	MP4	74.43 MB
Heaps 1 Introduction and Tree levels.mp4	MP4	50.1 MB
Heaps 2 Add Remove.mp4	MP4	51.64 MB
Heaps 3 TrickleUp.mp4	MP4	116.57 MB
Heaps 4 TrickleDown.mp4	MP4	95.34 MB
Heaps 5 HeapSort.mp4	MP4	75.55 MB
Java 1 ObjectOrientedProgramming.mp4	MP4	112.47 MB
Java 2 ComparableGenerics.mp4	MP4	93.51 MB
Java 3 Introduction to Generic Programming.mp4	MP4	98.32 MB
Java 4 Parameterized Types.mp4	MP4	98.22 MB
Java 5 Autoboxing.mp4	MP4	20.63 MB
Java 6 Exceptions.mp4	MP4	55.91 MB
LinkedList 1 Introduction.mp4	MP4	62.02 MB
LinkedList 10 Testing the list.mp4	MP4	53.66 MB
LinkedList 11 Iterators.mp4	MP4	179.57 MB
LinkedList 12 Double Linked Lists.mp4	MP4	92.1 MB
LinkedList 13 Circular Linked Lists.mp4	MP4	64.91 MB
LinkedList 2 Nodes and Size.mp4	MP4	74.36 MB
LinkedList 3 Boundary Conditions.mp4	MP4	26.31 MB
LinkedList 4 addFirst().mp4	MP4	79.75 MB
LinkedList 5 addLast().mp4	MP4	166.99 MB
LinkedList 6 removeFirst().mp4	MP4	99.52 MB
LinkedList 7 removeLast().mp4	MP4	104.43 MB
LinkedList 8 remove and find.mp4	MP4	196.04 MB
LinkedList 9 peek().mp4	MP4	45.01 MB
Red Black Tree 1 The Rules.mp4	MP4	68.09 MB
Red Black Tree 10 number of black nodes.mp4	MP4	29.79 MB
Red Black Tree 3 - Classes.mp4	MP4	58.28 MB
Red Black Tree 4 - Add methods.mp4	MP4	92.17 MB
Red Black Tree 5 checking violations in the tree.mp4	MP4	121.4 MB
Red Black Tree 6 The Rotate method.mp4	MP4	68.69 MB
Red Black Tree 7 left rotate.mp4	MP4	118.53 MB
Red Black Tree 8 leftRightRotate.mp4	MP4	27.49 MB
Red Black Tree 9 height.mp4	MP4	35.64 MB
Red Black Trees 2 Example of building a tree.mp4	MP4	49.39 MB
Sorts 1 Introduction to sorts.mp4	MP4	68.83 MB
Sorts 10 Quick Sort Code.mp4	MP4	61.07 MB
Sorts 11 Radix Sort.mp4	MP4	43.51 MB
Sorts 12 Sort Summary.mp4	MP4	63.96 MB
Sorts 2 Selection Sort.mp4	MP4	38.58 MB
Sorts 3 Insertion Sort.mp4	MP4	51.69 MB
Sorts 4 Insertion Sort Code.mp4	MP4	28.85 MB
Sorts 5 Shell Sort.mp4	MP4	39.47 MB
Sorts 6 Merge Sort.mp4	MP4	64.88 MB
Sorts 7 Merge Sort Code.mp4	MP4	68.29 MB
Sorts 8 Quick Sort.mp4	MP4	33.83 MB
Sorts 9 Quick Sort Worst Case.mp4	MP4	8.95 MB
Stacks and Queues 3 Using arrays to write stacks and queues.mp4	MP4	110.95 MB
Trees 2 Complete and Full.mp4	MP4	15.42 MB
Trees 6 recursive add.mp4	MP4	131.82 MB
Trees 3 Traversal.mp4	MP4	69.42 MB
Trees 5 Node Class.mp4	MP4	53.1 MB
Trees and heaps 1 Introduction.mp4	MP4	37.04 MB
Trees 10 Rotations.mp4	MP4	70.96 MB
Trees 11 Coding Rotations.mp4	MP4	41.97 MB
Trees 4 Expression Trees.mp4	MP4	31.83 MB
Trees 7 Contains.mp4	MP4	43.1 MB
Trees 8 Remove.mp4	MP4	98.88 MB
Trees 9 Introduction to rotations.mp4	MP4	75.31 MB
Welcome to Data Structures.mp4	MP4	4.44 MB
k-mer algorithms - Compare and Swap.mp4	MP4	52.01 MB

Discrete Math I (Entire Course)

Discrete Math - 4.3.4 Greatest Common Divisors as Linear Combinations.mp4	MP4	27.64 MB
Discrete Math - 1.1.1 Propositions, Negations, Conjunctions and Disjunctions.mp4	MP4	47.5 MB
Discrete Math - 1.1.2 Implications Converse, Inverse, Contrapositive and Biconditionals.mp4	MP4	47.99 MB
Discrete Math - 1.1.3 Constructing a Truth Table for Compound Propositions.mp4	MP4	25.18 MB
Discrete Math - 1.2.2 Solving Logic Puzzles.mp4	MP4	52.14 MB
Discrete Math - 1.2.3 Introduction to Logic Circuits.mp4	MP4	16.79 MB
Discrete Math - 1.3.1 “Proving” Logical Equivalences with Truth Tables.mp4	MP4	38.73 MB
Discrete Math - 1.3.2 Key Logical Equivalences Including De Morgan’s Laws.mp4	MP4	23.66 MB
Discrete Math - 1.3.3 Constructing New Logical Equivalences.mp4	MP4	35.14 MB
Discrete Math - 1.4.1 Predicate Logic.mp4	MP4	22.12 MB
Discrete Math - 1.4.2 Quantifiers.mp4	MP4	42.96 MB
Discrete Math - 1.4.3 Negating and Translating with Quantifiers.mp4	MP4	44.79 MB
Discrete Math - 1.5.1 Nested Quantifiers and Negations.mp4	MP4	41.03 MB
Discrete Math - 1.5.2 Translating with Nested Quantifiers.mp4	MP4	54.67 MB
Discrete Math - 1.6.1 Rules of Inference for Propositional Logic.mp4	MP4	44.55 MB
Discrete Math - 1.6.2 Rules of Inference for Quantified Statements.mp4	MP4	38.79 MB
Discrete Math - 1.7.1 Direct Proof.mp4	MP4	20.5 MB
Discrete Math - 1.7.2 Proof by Contraposition.mp4	MP4	13.6 MB
Discrete Math - 1.7.3 Proof by Contradiction.mp4	MP4	22.37 MB
Discrete Math - 1.8.1 Proof by Cases.mp4	MP4	42.08 MB
Discrete Math - 1.8.2 Proofs of Existence And Uniqueness.mp4	MP4	20.45 MB
Discrete Math - 10.1.1 Introduction to Graphs.mp4	MP4	16.47 MB
Discrete Math - 10.2.1 Graph Terminology.mp4	MP4	39.37 MB
Discrete Math - 10.2.2 Special Types of Graphs.mp4	MP4	34.57 MB
Discrete Math - 10.2.3 Applications of Graphs.mp4	MP4	23.44 MB
Discrete Math - 11.1.1 Introduction to Trees.mp4	MP4	53.05 MB
Discrete Math - 2.1.1 Introduction to Sets.mp4	MP4	25.05 MB
Discrete Math - 2.1.2 Set Relationships.mp4	MP4	45.08 MB
Discrete Math - 2.2.1 Operations on Sets.mp4	MP4	31.73 MB
Discrete Math - 2.2.2 Set Identities.mp4	MP4	24.33 MB
Discrete Math - 2.2.3 Proving Set Identities.mp4	MP4	63.74 MB
Discrete Math - 2.3.1 Introduction to Functions.mp4	MP4	16.96 MB
Discrete Math - 2.3.2 One to One and Onto Functions.mp4	MP4	25.57 MB
Discrete Math - 2.3.3 Inverse Functions and Composition of Functions.mp4	MP4	26.77 MB
Discrete Math - 2.3.4 Useful Functions to Know.mp4	MP4	10.09 MB
Discrete Math - 2.4.1 Introduction to Sequences.mp4	MP4	36.33 MB
Discrete Math - 2.4.2 Recurrence Relations.mp4	MP4	59.64 MB
Discrete Math - 2.4.3 Summations and Sigma Notation.mp4	MP4	13.77 MB
Discrete Math - 2.4.4 Summation Properties and Formulas.mp4	MP4	27.87 MB
Discrete Math - 2.6.1 Matrices and Matrix Operations.mp4	MP4	48.2 MB
Discrete Math - 2.6.2 Matrix Operations on your TI-84.mp4	MP4	14.73 MB
Discrete Math - 2.6.3 Zero-One Matrices.mp4	MP4	21.86 MB
Discrete Math - 3.1.1 Introduction to Algorithms and Pseudo Code.mp4	MP4	22.78 MB
Discrete Math - 3.1.2 Searching Algorithms.mp4	MP4	28.39 MB
Discrete Math - 3.1.3 Sorting Algorithms.mp4	MP4	28.68 MB
Discrete Math - 3.1.4 Optimization Algorithms.mp4	MP4	17.76 MB
Discrete Math - 4.1.1 Divisibility.mp4	MP4	31.36 MB
Discrete Math - 4.1.2 Modular Arithmetic.mp4	MP4	51.31 MB
Discrete Math - 4.2.1 Decimal Expansions from Binary, Octal and Hexadecimal.mp4	MP4	26.79 MB
Discrete Math - 4.2.2 Binary, Octal and Hexadecimal Expansions From Decimal.mp4	MP4	14.8 MB
Discrete Math - 4.2.3 Conversions Between Binary, Octal and Hexadecimal Expansions.mp4	MP4	37.82 MB
Discrete Math - 4.2.4 Algorithms for Integer Operations.mp4	MP4	94.21 MB
Discrete Math - 4.3.1 Prime Numbers and Their Properties.mp4	MP4	42.57 MB
Discrete Math - 4.3.2 Greatest Common Divisors and Least Common Multiples.mp4	MP4	21.82 MB
Discrete Math - 4.3.3 The Euclidean Algorithm.mp4	MP4	17.07 MB
Discrete Math - 4.4.1 Solving Linear Congruences Using the Inverse.mp4	MP4	36.55 MB
Discrete Math - 5.1.1 Proof Using Mathematical Induction - Summation Formulae.mp4	MP4	49.95 MB
Discrete Math - 5.1.2 Proof Using Mathematical Induction - Inequalities.mp4	MP4	18.06 MB
Discrete Math - 5.1.3 Proof Using Mathematical Induction - Divisibility.mp4	MP4	17.76 MB
Discrete Math - 5.2.1 The Well-Ordering Principle and Strong Induction.mp4	MP4	28.6 MB
Discrete Math - 5.3.1 Revisiting Recursive Definitions.mp4	MP4	56.49 MB
Discrete Math - 5.3.2 Structural Induction.mp4	MP4	41.16 MB
Discrete Math - 5.4.1 Recursive Algorithms.mp4	MP4	24.52 MB
Discrete Math - 6.1.1 Counting Rules.mp4	MP4	34.1 MB
Discrete Math - 6.3.1 Permutations and Combinations.mp4	MP4	37.16 MB
Discrete Math - 6.3.2 Counting Rules Practice.mp4	MP4	65.88 MB
Discrete Math - 6.4.1 The Binomial Theorem.mp4	MP4	46.23 MB
Discrete Math - 7.1.1 An Intro to Discrete Probability.mp4	MP4	31.93 MB
Discrete Math - 7.1.2 Discrete Probability Practice.mp4	MP4	70.1 MB
Discrete Math - 7.2.1 Probability Theory.mp4	MP4	30.01 MB
Discrete Math - 7.2.2 Random Variables and the Binomial Distribution.mp4	MP4	39.62 MB
Discrete Math - 8.1.1 Modeling with Recurrence Relations.mp4	MP4	59.62 MB
Discrete Math - 8.5.1 The Principle of Inclusion Exclusion.mp4	MP4	43.29 MB
Discrete Math - 9.1.1 Introduction to Relations.mp4	MP4	27.24 MB
Discrete Math - 9.1.2 Properties of Relations.mp4	MP4	39.27 MB
Discrete Math - 9.1.3 Combining Relations.mp4	MP4	47.19 MB
Discrete Math - 9.3.1 Matrix Representations of Relations and Properties.mp4	MP4	56.12 MB
Discrete Math - 9.3.2 Representing Relations Using Digraphs.mp4	MP4	33.92 MB
Discrete Math - 9.5.1 Equivalence Relations.mp4	MP4	58.36 MB
Discrete Math 1.2.1 - Translating Propositional Logic Statements.mp4	MP4	24.73 MB

Django Tutorials

Python Django Tutorial - Deploying Your Application (Option #1) - Deploy to a Linux Server.mp4	MP4	125.92 MB
Python Django Tutorial - Deploying Your Application (Option #2) - Deploy using Heroku.mp4	MP4	91.8 MB
Python Django Tutorial - Full-Featured Web App Part 1 - Getting Started.mp4	MP4	24.59 MB
Python Django Tutorial - Full-Featured Web App Part 10 - Create, Update, and Delete Posts.mp4	MP4	82.12 MB
Python Django Tutorial - Full-Featured Web App Part 11 - Pagination.mp4	MP4	65.5 MB
Python Django Tutorial - Full-Featured Web App Part 12 - Email and Password Reset.mp4	MP4	40.1 MB
Python Django Tutorial - Full-Featured Web App Part 13 - Using AWS S3 for File Uploads.mp4	MP4	44.05 MB
Python Django Tutorial - Full-Featured Web App Part 2 - Applications and Routes.mp4	MP4	31.71 MB
Python Django Tutorial - Full-Featured Web App Part 3 - Templates.mp4	MP4	68.54 MB
Python Django Tutorial - Full-Featured Web App Part 4 - Admin Page.mp4	MP4	13.93 MB
Python Django Tutorial - Full-Featured Web App Part 5 - Database and Migrations.mp4	MP4	58.17 MB
Python Django Tutorial - Full-Featured Web App Part 6 - User Registration.mp4	MP4	86.1 MB
Python Django Tutorial - Full-Featured Web App Part 7 - Login and Logout System.mp4	MP4	47.42 MB
Python Django Tutorial - Full-Featured Web App Part 8 - User Profile and Picture.mp4	MP4	49.9 MB
Python Django Tutorial - Full-Featured Web App Part 9 - Update User Profile.mp4	MP4	45.3 MB
Python Django Tutorial - How to Use a Custom Domain Name for Our Application.mp4	MP4	44.2 MB
Python Django Tutorial - How to enable HTTPS with a free SSL_TLS Certificate using Let's Encrypt.mp4	MP4	39.41 MB

Java Algorithms

Big O Notations.mp4	MP4	42.18 MB
Java Algorithms.mp4	MP4	30.16 MB
Java Binary Search Tree 2.mp4	MP4	28.19 MB
Java Binary Search Tree.mp4	MP4	81.41 MB
Java Hash Table.mp4	MP4	28.13 MB
Java Hash Tables 2.mp4	MP4	41.63 MB
Java Hash Tables 3.mp4	MP4	41.26 MB
Java Heaps.mp4	MP4	28.71 MB
Java Quick Sort.mp4	MP4	57.36 MB
Java Recursion.mp4	MP4	83.74 MB
Java Shell Sort.mp4	MP4	22.32 MB
Java Sort Algorithm.mp4	MP4	46.11 MB
Linked List in Java 2.mp4	MP4	54.2 MB
Linked List in Java.mp4	MP4	37.01 MB
Solving Programming Problems 2.mp4	MP4	124.99 MB
Solving Programming Problems.mp4	MP4	45.51 MB
Stacks and Queues.mp4	MP4	35.52 MB

Linear Algebra (Entire Course)

Linear Algebra 1.1.1 Systems of Linear Equations.mp4	MP4	37.61 MB
Linear Algebra 1.1.2 Solve Systems of Linear Equations in Augmented Matrices Using Row Operations.mp4	MP4	54.98 MB
Linear Algebra 1.2.1 Row Reduction and Echelon Forms.mp4	MP4	41.99 MB
Linear Algebra 1.2.2 Solution Sets and Free Variables.mp4	MP4	29.74 MB
Linear Algebra 1.3.1 Vector Equations.mp4	MP4	30.36 MB
Linear Algebra 1.3.2 Linear Combinations.mp4	MP4	106.05 MB
Linear Algebra 1.4.1 The Matrix Equation Ax=b.mp4	MP4	24.49 MB
Linear Algebra 1.4.2 Computation of Ax.mp4	MP4	20.33 MB
Linear Algebra 1.5.1 Homogeneous System Solutions.mp4	MP4	32.97 MB
Linear Algebra 1.5.2 Non-Homogeneous System Solutions.mp4	MP4	21.01 MB
Linear Algebra 1.6.1 Applications of Linear Systems - Economic Sectors.mp4	MP4	16.25 MB
Linear Algebra 1.6.2 Applications of Linear Systems - Network Flow.mp4	MP4	21.73 MB
Linear Algebra 1.7.1 Linear Independence.mp4	MP4	24.45 MB
Linear Algebra 1.7.2 Special Ways to Determine Linear Independence.mp4	MP4	20.25 MB
Linear Algebra 1.8.1 Matrix Transformations.mp4	MP4	34.31 MB
Linear Algebra 1.8.2 Introduction to Linear Transformations.mp4	MP4	20.75 MB
Linear Algebra 2.1.1 Matrix Operations - Sums and Scalar Multiples.mp4	MP4	27.41 MB
Linear Algebra 2.1.2 Matrix Operations - Multiplication and Transpose.mp4	MP4	61.24 MB
Linear Algebra 2.2.1 The Inverse of a Matrix.mp4	MP4	30.54 MB
Linear Algebra 2.2.2 Solving 2x2 Systems with the Inverse and Inverse Properties.mp4	MP4	30.49 MB
Linear Algebra 2.2.3 Elementary Matrices And An Algorithm for Finding A Inverse.mp4	MP4	84.81 MB
Linear Algebra 2.3.1 Characterizations of Invertible Matrices.mp4	MP4	14.86 MB
Linear Algebra 3.1.1 Introduction to Determinants.mp4	MP4	30.62 MB
Linear Algebra 3.1.2 Co-factor Expansion.mp4	MP4	32.22 MB
Linear Algebra 3.2.1 Properties of Determinants.mp4	MP4	52.08 MB
Linear Algebra 4.1.1 Vector Spaces.mp4	MP4	41.9 MB
Linear Algebra 4.1.2 Subspace of a Vector Space.mp4	MP4	39.46 MB
Linear Algebra 4.2.1 Null Spaces.mp4	MP4	36.69 MB
Linear Algebra 4.2.2 Column Spaces.mp4	MP4	42.12 MB
Linear Algebra 4.3.1 Linearly Independent Sets and Bases.mp4	MP4	37.67 MB
Linear Algebra 4.3.2 The Spanning Set Theorem.mp4	MP4	42.25 MB
Linear Algebra 4.5.1 The Dimension of a Vector Space.mp4	MP4	23.03 MB
Linear Algebra 4.5.2 Subspaces of a Finite Dimensional Space.mp4	MP4	19.95 MB
Linear Algebra 4.6.1 The Row Space.mp4	MP4	30.71 MB
Linear Algebra 4.6.2 Rank.mp4	MP4	10.01 MB
Linear Algebra 5.1.1 Eigenvectors and Eigenvalues.mp4	MP4	38.48 MB
Linear Algebra 5.1.2 More About Eigenvectors and Eigenvalues.mp4	MP4	22.04 MB
Linear Algebra 5.2.1 Determinants and the IMT.mp4	MP4	19.46 MB
Linear Algebra 5.2.2 The Characteristic Equation.mp4	MP4	19.66 MB
Linear Algebra 6.1.1 Inner Product, Vector Length and Distance.mp4	MP4	24.53 MB
Linear Algebra 6.1.2 Orthogonal Vectors.mp4	MP4	16.66 MB
Linear Algebra 6.2.1 Orthogonal Sets.mp4	MP4	29.56 MB
Linear Algebra 6.2.2 Orthogonal Projections.mp4	MP4	20.8 MB
Linear Algebra 6.3.1 Orthogonal Decomposition Theorem.mp4	MP4	18.13 MB
Linear Algebra 6.3.2 The Best Approximation Theorem.mp4	MP4	21.43 MB
Linear Algebra 6.5.1 Least Squares Problems.mp4	MP4	40.5 MB

MIT - Artificial Intelligence (6.034)

1. Introduction and Scope.mp4	MP4	219.25 MB
10. Introduction to Learning, Nearest Neighbors.mp4	MP4	464.73 MB
11. Learning - Identification Trees, Disorder.mp4	MP4	246.2 MB
12a - Neural Nets.mp4	MP4	226.45 MB
12b - Deep Neural Nets.mp4	MP4	208.38 MB
13. Learning - Genetic Algorithms.mp4	MP4	231.8 MB
14. Learning - Sparse Spaces, Phonology.mp4	MP4	215.63 MB
15. Learning - Near Misses, Felicity Conditions.mp4	MP4	423.84 MB
16. Learning - Support Vector Machines.mp4	MP4	157.09 MB
17. Learning - Boosting.mp4	MP4	233.46 MB
18. Representations - Classes, Trajectories, Transitions.mp4	MP4	224.37 MB
19. Architectures - GPS, SOAR, Subsumption, Society of Mind.mp4	MP4	472.85 MB
2. Reasoning - Goal Trees and Problem Solving.mp4	MP4	466.99 MB
21. Probabilistic Inference I.mp4	MP4	388.97 MB
22. Probabilistic Inference II.mp4	MP4	358.47 MB
23. Model Merging, Cross-Modal Coupling, Course Summary.mp4	MP4	128.95 MB
3. Reasoning - Goal Trees and Rule-Based Expert Systems.mp4	MP4	217.63 MB
4. Search - Depth-First, Hill Climbing, Beam.mp4	MP4	429.07 MB
5. Search - Optimal, Branch and Bound, A.mp4	MP4	435.71 MB
6. Search - Games, Minimax, and Alpha-Beta.mp4	MP4	454.16 MB
7. Constraints - Interpreting Line Drawings.mp4	MP4	457.28 MB
8. Constraints - Search, Domain Reduction.mp4	MP4	119.14 MB
9. Constraints - Visual Object Recognition.mp4	MP4	133.54 MB
Mega-R1. Rule-Based Systems.mp4	MP4	447.56 MB
Mega-R2. Basic Search, Optimal Search.mp4	MP4	387.54 MB
Mega-R3. Games, Minimax, Alpha-Beta.mp4	MP4	237.03 MB
Mega-R4. Neural Nets.mp4	MP4	426.63 MB
Mega-R5. Support Vector Machines.mp4	MP4	130.94 MB
Mega-R6. Boosting.mp4	MP4	342.46 MB
Mega-R7. Near Misses, Arch Learning.mp4	MP4	203.23 MB

MIT 6.003 Signals and Systems, Fall 2011

1. Signals and Systems.mp4	MP4	121.62 MB
10. Feedback and Control.mp4	MP4	76.42 MB
11. Continuous-Time (CT) Frequency Response and Bode Plot.mp4	MP4	129.61 MB
12. Continuous-Time (CT) Feedback and Control, Part 1.mp4	MP4	113.16 MB
13. Continuous-Time (CT) Feedback and Control, Part 2.mp4	MP4	126.12 MB
14. Fourier Representations.mp4	MP4	120.92 MB
15. Fourier Series.mp4	MP4	124.54 MB
16. Fourier Transform.mp4	MP4	109.86 MB
17. Discrete-Time (DT) Frequency Representations.mp4	MP4	136.85 MB
18. Discrete-Time (DT) Fourier Representations.mp4	MP4	129.74 MB
19. Relations Among Fourier Representations.mp4	MP4	126.17 MB
2. Discrete-Time (DT) Systems.mp4	MP4	115.14 MB
20. Applications of Fourier Transforms.mp4	MP4	125.21 MB
21. Sampling.mp4	MP4	128.25 MB
22. Sampling and Quantization.mp4	MP4	109.71 MB
23. Modulation, Part 1.mp4	MP4	114.97 MB
24. Modulation, Part 2.mp4	MP4	97.21 MB
25. Audio CD.mp4	MP4	117.23 MB
3. Feedback, Poles, and Fundamental Modes.mp4	MP4	119.35 MB
4. Continuous-Time (CT) Systems.mp4	MP4	131.26 MB
5. Z Transform.mp4	MP4	119.5 MB
6. Laplace Transform.mp4	MP4	104.1 MB
7. Discrete Approximation of Continuous-Time Systems.mp4	MP4	111.78 MB
8. Convolution.mp4	MP4	129.46 MB
9. Frequency Response.mp4	MP4	122.87 MB

MIT 6.824 Distributed Systems (Spring 2020)

Lecture 1 - Introduction.mp4	MP4	730.93 MB
Lecture 10 - Cloud Replicated DB, Aurora.mp4	MP4	597.64 MB
Lecture 11 - Cache Consistency - Frangipani.mp4	MP4	767.35 MB
Lecture 12 - Distributed Transactions.mp4	MP4	621.39 MB
Lecture 13 - Spanner.mp4	MP4	144.63 MB
Lecture 14 - Optimistic Concurrency Control.mp4	MP4	126.96 MB
Lecture 15 - Big Data - Spark.mp4	MP4	218 MB
Lecture 16 - Cache Consistency - Memcached at Facebook.mp4	MP4	154.14 MB
Lecture 17 - COPS, Causal Consistency.mp4	MP4	162.97 MB
Lecture 18 - Fork Consistency, Certificate Transparency.mp4	MP4	123.61 MB
Lecture 19 - Bitcoin.mp4	MP4	93.33 MB
Lecture 2 - RPC and Threads.mp4	MP4	570.72 MB
Lecture 20 - Blockstack.mp4	MP4	141.03 MB
Lecture 3 - GFS.mp4	MP4	815.54 MB
Lecture 4 - Primary-Backup Replication.mp4	MP4	823.42 MB
Lecture 5 - Go, Threads, and Raft.mp4	MP4	405.67 MB
Lecture 6 - Fault Tolerance - Raft (1).mp4	MP4	729.8 MB
Lecture 7 - Fault Tolerance - Raft (2).mp4	MP4	589.18 MB
Lecture 8 - Zookeeper.mp4	MP4	808.01 MB
Lecture 9 - More Replication, CRAQ.mp4	MP4	890.57 MB

MIT 6.832 Underactuated Robotics, Spring 2009

Lecture 1 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	196.37 MB
Lecture 10 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	207.1 MB
Lecture 11 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	265.03 MB
Lecture 12 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	215.98 MB
Lecture 13 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	199.69 MB
Lecture 14 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	203.9 MB
Lecture 15 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	273.1 MB
Lecture 16 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	232.12 MB
Lecture 17 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	199.32 MB
Lecture 18 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	204.29 MB
Lecture 19 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	205.46 MB
Lecture 2 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	203.42 MB
Lecture 20 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	270.07 MB
Lecture 21 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	268.33 MB
Lecture 22 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	183.56 MB
Lecture 23 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	161.24 MB
Lecture 3 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	198.35 MB
Lecture 4 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	219.35 MB
Lecture 5 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	253.97 MB
Lecture 6 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	224.75 MB
Lecture 7 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	169.59 MB
Lecture 8 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	193.56 MB
Lecture 9 _ MIT 6.832 Underactuated Robotics, Spring 2009.mp4	MP4	178.3 MB

MIT 6.S191 - Introduction to Deep Learning

Barack Obama - Intro to Deep Learning _ MIT 6.S191.mp4	MP4	4.63 MB
Convolutional Neural Networks _ MIT 6.S191.mp4	MP4	132.3 MB
Deep Generative Modeling _ MIT 6.S191.mp4	MP4	93.57 MB
Deep Learning New Frontiers _ MIT 6.S191.mp4	MP4	83.23 MB
Generalizable Autonomy for Robot Manipulation _ MIT 6.S191.mp4	MP4	209.78 MB
MIT 6.S191 (2018) - Beyond Deep Learning - Learning+Reasoning.mp4	MP4	73.41 MB
MIT 6.S191 (2018) - Computer Vision Meets Social Networks.mp4	MP4	195.62 MB
MIT 6.S191 (2018) - Convolutional Neural Networks.mp4	MP4	179.02 MB
MIT 6.S191 (2018) - Deep Generative Modeling.mp4	MP4	96.73 MB
MIT 6.S191 (2018) - Deep Learning - A Personal Perspective.mp4	MP4	209.58 MB
MIT 6.S191 (2018) - Deep Learning Limitations and New Frontiers.mp4	MP4	55.2 MB
MIT 6.S191 (2018) - Deep Reinforcement Learning.mp4	MP4	187.42 MB
MIT 6.S191 (2018) - Faster ML Development with TensorFlow.mp4	MP4	30.84 MB
MIT 6.S191 (2018) - Introduction to Deep Learning.mp4	MP4	167.85 MB
MIT 6.S191 (2018) - Issues in Image Classification.mp4	MP4	67.75 MB
MIT 6.S191 (2018) - Sequence Modeling with Neural Networks.mp4	MP4	40.31 MB
MIT 6.S191 (2019) - Biologically Inspired Neural Networks (IBM).mp4	MP4	73.45 MB
MIT 6.S191 (2019) - Convolutional Neural Networks.mp4	MP4	99.37 MB
MIT 6.S191 (2019) - Deep Generative Modeling.mp4	MP4	92.43 MB
MIT 6.S191 (2019) - Deep Learning Limitations and New Frontiers.mp4	MP4	88.78 MB
MIT 6.S191 (2019) - Deep Reinforcement Learning.mp4	MP4	96.77 MB
MIT 6.S191 (2019) - Image Domain Transfer (NVIDIA).mp4	MP4	139.92 MB
MIT 6.S191 (2019) - Introduction to Deep Learning.mp4	MP4	93.16 MB
MIT 6.S191 (2019) - Recurrent Neural Networks.mp4	MP4	75.87 MB
MIT 6.S191 (2019) - Visualization for Machine Learning (Google Brain).mp4	MP4	90.34 MB
MIT Introduction to Deep Learning _ 6.S191.mp4	MP4	111.49 MB
Machine Learning for Scent _ MIT 6.S191.mp4	MP4	89.26 MB
Neural Rendering _ MIT 6.S191.mp4	MP4	151.55 MB
Neurosymbolic AI _ MIT 6.S191.mp4	MP4	93.63 MB
Recurrent Neural Networks _ MIT 6.S191.mp4	MP4	106.94 MB
Reinforcement Learning _ MIT 6.S191.mp4	MP4	94.31 MB

MIT 6.S897 Machine Learning for Healthcare, Spring 2019

1. What Makes Healthcare Unique.mp4	MP4	467.42 MB
10. Application of Machine Learning to Cardiac Imaging.mp4	MP4	373.06 MB
11. Differential Diagnosis.mp4	MP4	312.63 MB
12. Machine Learning for Pathology.mp4	MP4	316.41 MB
13. Machine Learning for Mammography.mp4	MP4	120.72 MB
14. Causal Inference, Part 1.mp4	MP4	642.91 MB
15. Causal Inference, Part 2.mp4	MP4	111.41 MB
16. Reinforcement Learning, Part 1.mp4	MP4	288.54 MB
17. Reinforcement Learning, Part 2.mp4	MP4	434.65 MB
18. Disease Progression Modeling and Subtyping, Part 1.mp4	MP4	531.31 MB
19. Disease Progression Modeling and Subtyping, Part 2.mp4	MP4	422.31 MB
2. Overview of Clinical Care.mp4	MP4	464.63 MB
20. Precision Medicine.mp4	MP4	421.42 MB
21. Automating Clinical Work Flows.mp4	MP4	315.87 MB
22. Regulation of Machine Learning _ Artificial Intelligence in the US.mp4	MP4	561.65 MB
23. Fairness.mp4	MP4	312.66 MB
24. Robustness to Dataset Shift.mp4	MP4	350.52 MB
25. Interpretability.mp4	MP4	340.54 MB
3. Deep Dive Into Clinical Data.mp4	MP4	457.12 MB
4. Risk Stratification, Part 1.mp4	MP4	543.25 MB
5. Risk Stratification, Part 2.mp4	MP4	509.63 MB
6. Physiological Time-Series.mp4	MP4	399.08 MB
7. Natural Language Processing (NLP), Part 1.mp4	MP4	436.51 MB
8. Natural Language Processing (NLP), Part 2.mp4	MP4	394.6 MB
9. Translating Technology Into the Clinic.mp4	MP4	641.02 MB

MIT 7.91J Foundations of Computational and Systems Biology

1. Introduction to Computational and Systems Biology.mp4	MP4	135.61 MB
10. Markov and Hidden Markov Models of Genomic and Protein Features.mp4	MP4	493.73 MB
11. RNA Secondary Structure; Biological Functions and Predictions.mp4	MP4	645.04 MB
12. Introduction to Protein Structure; Structure Comparison and Classification.mp4	MP4	266.54 MB
13. Predicting Protein Structure.mp4	MP4	173.31 MB
14. Predicting Protein Interactions.mp4	MP4	570.86 MB
15. Gene Regulatory Networks.mp4	MP4	442.43 MB
16. Protein Interaction Networks.mp4	MP4	203.22 MB
17. Logic Modeling of Cell Signaling Networks.mp4	MP4	666.61 MB
18. Analysis of Chromatin Structure.mp4	MP4	424.63 MB
19. Discovering Quantitative Trait Loci (QTLs).mp4	MP4	782.59 MB
2. Local Alignment (BLAST) and Statistics.mp4	MP4	542.58 MB
20. Human Genetics, SNPs, and Genome Wide Associate Studies.mp4	MP4	465.82 MB
21. Synthetic Biology - From Parts to Modules to Therapeutic Systems.mp4	MP4	228.28 MB
22. Causality, Natural Computing, and Engineering Genomes.mp4	MP4	587.29 MB
3. Global Alignment of Protein Sequences (NW, SW, PAM, BLOSUM).mp4	MP4	510.98 MB
4. Comparative Genomic Analysis of Gene Regulation.mp4	MP4	511.2 MB
5. Library Complexity and Short Read Alignment (Mapping).mp4	MP4	662.88 MB
6. Genome Assembly.mp4	MP4	314.15 MB
7. ChIP-seq Analysis; DNA-protein Interactions.mp4	MP4	284.12 MB
8. RNA-sequence Analysis - Expression, Isoforms.mp4	MP4	499.07 MB
9. Modeling and Discovery of Sequence Motifs.mp4	MP4	643.97 MB

Machine Learning with Python

Applying our K Nearest Neighbors Algorithm - Practical Machine Learning Tutorial with Python p.18.mp4	MP4	28.93 MB
Building the Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 2.mp4	MP4	35.95 MB
Classification w_ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13.mp4	MP4	12.33 MB
Clustering Introduction - Practical Machine Learning Tutorial with Python p.34.mp4	MP4	77.96 MB
Completing SVM from Scratch - Practical Machine Learning Tutorial with Python p.28.mp4	MP4	115.71 MB
Convolutional Neural Networks Basics - Deep Learning withTensorFlow 12.mp4	MP4	12.46 MB
Convolutional Neural Networks with TensorFlow - Deep Learning with Neural Networks 13.mp4	MP4	195.09 MB
Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16.mp4	MP4	17.07 MB
Creating an SVM from scratch - Practical Machine Learning Tutorial with Python p.25.mp4	MP4	18.53 MB
Custom K Means - Practical Machine Learning Tutorial with Python p.37.mp4	MP4	77.74 MB
Deep Learning with Neural Networks and TensorFlow Introduction.mp4	MP4	40.22 MB
Euclidean Distance - Practical Machine Learning Tutorial with Python p.15.mp4	MP4	17.31 MB
Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19.mp4	MP4	38.35 MB
Handling Non-Numeric Data - Practical Machine Learning Tutorial with Python p.35.mp4	MP4	37.97 MB
How to program the Best Fit Line - Practical Machine Learning Tutorial with Python p.9.mp4	MP4	45.91 MB
How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8.mp4	MP4	54.55 MB
Installing CPU and GPU TensorFlow on Windows.mp4	MP4	73.6 MB
Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1.mp4	MP4	65.93 MB
Installing the GPU version of TensorFlow for making use of your CUDA GPU.mp4	MP4	79.28 MB
Intro - Training a neural network to play a game with TensorFlow and Open AI.mp4	MP4	25.85 MB
Intro and preprocessing - Using Convolutional Neural Network to Identify Dogs vs Cats p. 1.mp4	MP4	25.39 MB
Introduction - 3D Convolutional Neural Network w_ Kaggle Lung Cancer Detection Competiton p.1.mp4	MP4	26.87 MB
K Means from Scratch - Practical Machine Learning Tutorial with Python p.38.mp4	MP4	38.63 MB
K Means with Titanic Dataset - Practical Machine Learning Tutorial with Python p.36.mp4	MP4	72.51 MB
K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14.mp4	MP4	145.73 MB
Kernels Introduction - Practical Machine Learning Tutorial with Python p.29.mp4	MP4	20.38 MB
Mean Shift Dynamic Bandwidth - Practical Machine Learning Tutorial with Python p.42.mp4	MP4	72.58 MB
Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39.mp4	MP4	52.5 MB
Mean Shift from Scratch - Practical Machine Learning Tutorial with Python p.41.mp4	MP4	35.42 MB
Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40.mp4	MP4	185.44 MB
Neural Network Model - Deep Learning with Neural Networks and TensorFlow.mp4	MP4	74.64 MB
Pickling and Scaling - Practical Machine Learning Tutorial with Python p.6.mp4	MP4	32.36 MB
Practical Machine Learning Tutorial with Python Intro p.1.mp4	MP4	21.1 MB
Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6.mp4	MP4	53.67 MB
Preprocessing data - 3D Convolutional Neural Network w_ Kaggle and 3D medical imaging p.5.mp4	MP4	51.24 MB
Processing our own Data - Deep Learning with Neural Networks and TensorFlow part 5.mp4	MP4	50.28 MB
Programming R Squared - Practical Machine Learning Tutorial with Python p.11.mp4	MP4	47.73 MB
R Squared Theory - Practical Machine Learning Tutorial with Python p.10.mp4	MP4	9.6 MB
RNN Example in Tensorflow - Deep Learning with Neural Networks 11.mp4	MP4	112.46 MB
Reading Files - 3D Convolutional Neural Network w_ Kaggle and 3D medical imaging p.2.mp4	MP4	87.57 MB
Recurrent Neural Networks (RNN) - Deep Learning with Neural Networks and TensorFlow 10.mp4	MP4	23.99 MB
Regression Features and Labels - Practical Machine Learning Tutorial with Python p.3.mp4	MP4	22.27 MB
Regression How it Works - Practical Machine Learning Tutorial with Python p.7.mp4	MP4	10.12 MB
Regression Intro - Practical Machine Learning Tutorial with Python p.2.mp4	MP4	22.71 MB
Regression Training and Testing - Practical Machine Learning Tutorial with Python p.4.mp4	MP4	34.81 MB
Regression forecasting and predicting - Practical Machine Learning Tutorial with Python p.5.mp4	MP4	92.45 MB
Resizing Data - 3D Convolutional Neural Network w_ Kaggle and 3D medical imaging p.4.mp4	MP4	54.3 MB
Running our Network - Deep Learning with Neural Networks and TensorFlow.mp4	MP4	65.51 MB
Running the Network - 3D Convolutional Neural Network w_ Kaggle and 3D medical imaging p.6.mp4	MP4	133.18 MB
SVM Optimization - Practical Machine Learning Tutorial with Python p.27.mp4	MP4	111.86 MB
SVM Parameters - Practical Machine Learning Tutorial with Python p.33.mp4	MP4	40.03 MB
SVM Training - Practical Machine Learning Tutorial with Python p.26.mp4	MP4	49.7 MB
Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31.mp4	MP4	44.91 MB
Soft Margin SVM and Kernels with CVXOPT - Practical Machine Learning Tutorial with Python p.32.mp4	MP4	52.25 MB
Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22.mp4	MP4	13.86 MB
Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23.mp4	MP4	19.69 MB
Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20.mp4	MP4	17.11 MB
Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24.mp4	MP4	61.05 MB
TFLearn - Deep Learning with Neural Networks and TensorFlow p. 14.mp4	MP4	134.4 MB
TensorFlow Basics - Deep Learning with Neural Networks p. 2.mp4	MP4	37.81 MB
Testing Assumptions - Practical Machine Learning Tutorial with Python p.12.mp4	MP4	154.03 MB
Testing Network - Training a neural network to play a game with TensorFlow and Open AI p.4.mp4	MP4	68.83 MB
Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3.mp4	MP4	77.74 MB
Training Data - Training a neural network to play a game with TensorFlow and Open AI p.2.mp4	MP4	44.83 MB
Training Model - Training a neural network to play a game with TensorFlow and Open AI p.3.mp4	MP4	61.45 MB
Training_Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7.mp4	MP4	98.48 MB
Understanding Vectors - Practical Machine Learning Tutorial with Python p.21.mp4	MP4	6.77 MB
Using More Data - Deep Learning with Neural Networks and TensorFlow part 8.mp4	MP4	112.79 MB
Using our Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 4.mp4	MP4	38.99 MB
Visualizing - 3D Convolutional Neural Network w_ Kaggle and 3D medical imaging p.3.mp4	MP4	22.41 MB
Why Kernels - Practical Machine Learning Tutorial with Python p.30.mp4	MP4	30.95 MB
Writing our own K Nearest Neighbors in Code - Practical Machine Learning Tutorial with Python p.17.mp4	MP4	44.91 MB

An Introduction To NoSQL Databases.mp4	MP4	22.53 MB
Artificial Intelligence Full Course _ Artificial Intelligence Tutorial for Beginners _ Edureka.mp4	MP4	661.16 MB
C Programming Tutorial _ Learn C programming _ C language.mp4	MP4	508.48 MB
C Programming Tutorial for Beginners.mp4	MP4	485.79 MB
CSS Crash Course For Absolute Beginners.mp4	MP4	155.17 MB
Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer.mp4	MP4	823.34 MB
Database Design Course - Learn how to design and plan a database for beginners.mp4	MP4	5.68 GB
HTML Crash Course For Absolute Beginners.mp4	MP4	112.39 MB
Lecture 1 - Welcome _ Stanford CS229 - Machine Learning (Autumn 2018).mp4	MP4	217.4 MB
MIT 6.S094 - Computer Vision.mp4	MP4	135.01 MB
MongoDB In 30 Minutes.mp4	MP4	60.61 MB
OpenCV Course - Full Tutorial with Python.mp4	MP4	419.96 MB
Python Django Web Framework - Full Course for Beginners.mp4	MP4	494.09 MB
SQL Tutorial - Full Database Course for Beginners.mp4	MP4	1.22 GB
Swift Programming Tutorial for Beginners (Full Tutorial).mp4	MP4	689.67 MB
Swift for TensorFlow - The Next-Generation Machine Learning Framework (TF Dev Summit '19).mp4	MP4	97.17 MB
TensorFlow Lite for Android (Coding TensorFlow).mp4	MP4	34.14 MB
TensorFlow Lite for iOS (Coding TensorFlow).mp4	MP4	38.19 MB
iOS Tutorial (2020) - How To Make Your First App.mp4	MP4	449.19 MB

Operating System

Basics of OS (Computer System Operation).mp4	MP4	37.36 MB
Basics of OS (I_O Structure).mp4	MP4	30.96 MB
Basics of OS (Storage Structure).mp4	MP4	15.95 MB
CPU and I_O Burst Cycles.mp4	MP4	17.07 MB
Computer System Architecture.mp4	MP4	20.16 MB
Context Switch.mp4	MP4	19.07 MB
Deadlocks _ Chapter-7 _ Operating System.mp4	MP4	4.46 MB
First Come First Served Scheduling (Solved Problem 1).mp4	MP4	64.18 MB
First Come First Served Scheduling (Solved Problem 2).mp4	MP4	35.32 MB
Interprocess Communication.mp4	MP4	19.11 MB
Introduction to CPU Scheduling.mp4	MP4	18.64 MB
Introduction to Operating System.mp4	MP4	33.07 MB
Introduction to Threads.mp4	MP4	29.94 MB
Issues in RPC & How They're Resolved.mp4	MP4	63.31 MB
Main Memory _ Chapter-8 _ Operating System.mp4	MP4	10.83 MB
Message Passing Systems (Part 1).mp4	MP4	18.04 MB
Message Passing Systems (Part 2).mp4	MP4	44.37 MB
Message Passing Systems (Part 3).mp4	MP4	24.98 MB
Multilevel Feedback-Queue Scheduling Algorithm.mp4	MP4	42.06 MB
Multilevel Queue Scheduling Algorithm.mp4	MP4	59.52 MB
Multithreading Models & Hyperthreading.mp4	MP4	30.46 MB
Operating System Design & Implementation.mp4	MP4	21.64 MB
Operating System Generation and System Boot.mp4	MP4	49.38 MB
Operating System Services.mp4	MP4	16.5 MB
Operating System Structure.mp4	MP4	21.56 MB
Operation on Processes – Process Creation.mp4	MP4	45.95 MB
Operation on Processes – Process Termination.mp4	MP4	18.22 MB
Preemptive and Non-Preemptive Scheduling.mp4	MP4	38.98 MB
Priority Scheduling (Solved Problem 1).mp4	MP4	51.57 MB
Priority Scheduling (Solved Problem 2).mp4	MP4	28.58 MB
Process Control Block.mp4	MP4	9.4 MB
Process Management (Processes and Threads).mp4	MP4	13.14 MB
Process Scheduling.mp4	MP4	16.25 MB
Process State.mp4	MP4	14.99 MB
Process Synchronization _ Chapter-6 _ Operating System.mp4	MP4	7.11 MB
Remote Procedure Calls (RPC).mp4	MP4	33.07 MB
Round Robin Scheduling (Turnaround Time & Waiting Time).mp4	MP4	46.46 MB
Round Robin Scheduling - Solved Problem (Part 1).mp4	MP4	30.19 MB
Round Robin Scheduling - Solved Problem (Part 2).mp4	MP4	24.89 MB
Scheduling Algorithms - First Come First Served (FCFS).mp4	MP4	30.47 MB
Scheduling Algorithms - Priority Scheduling.mp4	MP4	45.45 MB
Scheduling Algorithms - Round Robin Scheduling.mp4	MP4	75.64 MB
Scheduling Algorithms - Shortest Job First (SJF).mp4	MP4	53.46 MB
Scheduling Algorithms – Solved Problems.mp4	MP4	88.9 MB
Scheduling Criteria.mp4	MP4	75.2 MB
Shared Memory Systems.mp4	MP4	28.05 MB
Shortest Job First Scheduling (Solved Problem 1).mp4	MP4	35.9 MB
Shortest Job First Scheduling (Solved Problem 2).mp4	MP4	22.51 MB
Sockets in Operating System.mp4	MP4	21.53 MB
Structures of Operating System.mp4	MP4	28.69 MB
System Calls.mp4	MP4	20.73 MB
System Programs.mp4	MP4	20.08 MB
Threading Issues (Thread Cancellation).mp4	MP4	39.79 MB
Threading Issues [fork() & exec() System Calls].mp4	MP4	47.05 MB
Types of System Calls.mp4	MP4	16.28 MB
User Operating System Interface.mp4	MP4	23.59 MB
Virtual Machines.mp4	MP4	43.71 MB
Virtual Memory _ Chapter-9 _ Operating System.mp4	MP4	9.7 MB
fork() and exec() System Calls.mp4	MP4	47.06 MB

Probability

Addition rule for probability _ Probability and Statistics _ Khan Academy.mp4	MP4	13.94 MB
Binomial Distribution 1.mp4	MP4	12.01 MB
Binomial Distribution 2.mp4	MP4	11.98 MB
Binomial Distribution 3.mp4	MP4	13.99 MB
Binomial Distribution 4.mp4	MP4	10.04 MB
Birthday probability problem _ Probability and Statistics _ Khan Academy.mp4	MP4	13.8 MB
Coin flipping probability _ Probability and Statistics _ Khan Academy.mp4	MP4	9.58 MB
Combinations.mp4	MP4	10.04 MB
Compound probability of independent events _ Probability and Statistics _ Khan Academy.mp4	MP4	5.43 MB
Conditional probability and combinations _ Probability and Statistics _ Khan Academy.mp4	MP4	19.32 MB
Dependent probability example 2 _ Probability and Statistics _ Khan Academy.mp4	MP4	20.73 MB
Dependent probability example _ Probability and Statistics _ Khan Academy.mp4	MP4	15.39 MB
Exactly three heads in five flips _ Probability and Statistics _ Khan Academy.mp4	MP4	6.5 MB
Expected Value - E(X).mp4	MP4	16.22 MB
Expected value of binomial distribution _ Probability and Statistics _ Khan Academy.mp4	MP4	16.25 MB
Finding probability example 2 _ Probability and Statistics _ Khan Academy.mp4	MP4	14.07 MB
Free throwing probability _ Probability and Statistics _ Khan Academy.mp4	MP4	14.77 MB
Frequency stability property short film _ Computer Science _ Khan Academy.mp4	MP4	3.6 MB
Generalizing with binomial coefficients (bit advanced) _ Probability and Statistics _ Khan Academy.mp4	MP4	29.59 MB
Getting exactly two heads (combinatorics) _ Probability and Statistics _ Khan Academy.mp4	MP4	9.38 MB
Introduction to Random Variables.mp4	MP4	11.09 MB
Law of large numbers _ Probability and Statistics _ Khan Academy.mp4	MP4	7.66 MB
Mega millions jackpot probability _ Probability and combinatorics _ Precalculus _ Khan Academy.mp4	MP4	11.81 MB
Permutations.mp4	MP4	9.94 MB
Poisson process 1 _ Probability and Statistics _ Khan Academy.mp4	MP4	10.88 MB
Poisson process 2 _ Probability and Statistics _ Khan Academy.mp4	MP4	13.75 MB
Probability (part 2).mp4	MP4	9.28 MB
Probability (part 3).mp4	MP4	9.62 MB
Probability (part 4).mp4	MP4	10.57 MB
Probability (part 5).mp4	MP4	10.12 MB
Probability (part 6).mp4	MP4	8.8 MB
Probability (part 7).mp4	MP4	9.27 MB
Probability (part 8).mp4	MP4	5.53 MB
Probability and combinations (part 2) _ Probability and Statistics _ Khan Academy.mp4	MP4	10.99 MB
Probability density functions _ Probability and Statistics _ Khan Academy.mp4	MP4	10.81 MB
Probability explained _ Independent and dependent events _ Probability and Statistics _ Khan Academy.mp4	MP4	8.53 MB
Probability using combinations _ Probability and Statistics _ Khan Academy.mp4	MP4	8.67 MB
Probability with playing cards and Venn diagrams _ Probability and Statistics _ Khan Academy.mp4	MP4	13.36 MB
Probability without equally likely events _ Probability and Statistics _ Khan Academy.mp4	MP4	9.48 MB
Term life insurance and death probability _ Finance & Capital Markets _ Khan Academy.mp4	MP4	8.18 MB
Three pointer vs free throwing probability _ Probability and Statistics _ Khan Academy.mp4	MP4	11.36 MB

Reinforcement Learning

Creating A Reinforcement Learning (RL) Environment - Reinforcement Learning p.4.mp4	MP4	143.24 MB
Deep Q Learning w_ DQN - Reinforcement Learning p.5.mp4	MP4	74.36 MB
Q Learning Algorithm and Agent - Reinforcement Learning p.2.mp4	MP4	66.47 MB
Q Learning Intro_Table - Reinforcement Learning p.1.mp4	MP4	46.57 MB
Q-Learning Agent Analysis - Reinforcement Learning p.3.mp4	MP4	61.02 MB
Training & Testing Deep reinforcement learning (DQN) Agent - Reinforcement Learning p.6.mp4	MP4	119.65 MB

Self-Driving Cars Lectures

Chris Gerdes (Stanford) on Technology, Policy and Vehicle Safety - MIT Self-Driving Cars.mp4	MP4	211.76 MB
Drago Anguelov (Waymo) - MIT Self-Driving Cars.mp4	MP4	149.37 MB
Emilio Frazzoli, CTO, nuTonomy - MIT Self-Driving Cars.mp4	MP4	185.44 MB
Karl Iagnemma & Oscar Beijbom (Aptiv Autonomous Mobility) - MIT Self-Driving Cars.mp4	MP4	148.66 MB
MIT Self-Driving Cars (2018).mp4	MP4	240.69 MB
Oliver Cameron (CEO, Voyage) - MIT Self-Driving Cars.mp4	MP4	168.03 MB
Sacha Arnoud, Director of Engineering, Waymo - MIT Self-Driving Cars.mp4	MP4	221.32 MB
Self-Driving Cars - State of the Art (2019).mp4	MP4	148.44 MB
Sertac Karaman (MIT) on Motion Planning in a Complex World - MIT Self-Driving Cars.mp4	MP4	476.51 MB
Sterling Anderson, Co-Founder, Aurora - MIT Self-Driving Cars.mp4	MP4	319.31 MB

Software Engineering

Big Bang Model.mp4	MP4	20.46 MB
Black Box Testing.mp4	MP4	41.43 MB
CASE Tools.mp4	MP4	13.61 MB
Characteristics of Good Software.mp4	MP4	30.33 MB
Cohesion and Coupling.mp4	MP4	91.17 MB
Command Line Interface (CLI).mp4	MP4	51.76 MB
Component Reusability.mp4	MP4	48.55 MB
Components of CASE Tools.mp4	MP4	23.66 MB
Configuration Management.mp4	MP4	95.18 MB
Cost of Maintenance.mp4	MP4	30.51 MB
Critical Path Analysis.mp4	MP4	43.32 MB
Cyclomatic Complexity Measures.mp4	MP4	38.68 MB
Data Dictionary.mp4	MP4	43.85 MB
Data Flow Diagram.mp4	MP4	59.78 MB
Decision Tables.mp4	MP4	29.11 MB
E-Type Software Evolution.mp4	MP4	38.77 MB
Entity Relationship Model.mp4	MP4	43.41 MB
Function Oriented Design.mp4	MP4	35.57 MB
Function Point.mp4	MP4	77.58 MB
Functional Programming.mp4	MP4	52.43 MB
Graphical User Interface.mp4	MP4	68.59 MB
HIPO Diagram.mp4	MP4	28.75 MB
Halstead’s Complexity Measures.mp4	MP4	38.67 MB
Incremental Model.mp4	MP4	35.59 MB
Maintenance Activities.mp4	MP4	51.16 MB
Manual Vs Automated Testing.mp4	MP4	26.44 MB
Modularization.mp4	MP4	28.72 MB
Need of Software Engineering.mp4	MP4	27.91 MB
Need of Software Project Management.mp4	MP4	36.98 MB
Object Oriented Design.mp4	MP4	71.33 MB
Overview of Software Engineering.mp4	MP4	57.16 MB
Programming Style.mp4	MP4	55.71 MB
Project Communication Management.mp4	MP4	49.35 MB
Project Estimation Techniques.mp4	MP4	39.38 MB
Project Estimation.mp4	MP4	70.03 MB
Project Execution and Monitoring.mp4	MP4	54.34 MB
Project Management Tools.mp4	MP4	66.95 MB
Project Risk Management.mp4	MP4	56.13 MB
Project Scheduling.mp4	MP4	71.25 MB
Pseudo Code.mp4	MP4	22.77 MB
Rapid Application Development (RAD).mp4	MP4	36.68 MB
Requirement Elicitation Techniques.mp4	MP4	78.74 MB
Requirement Engineering Process.mp4	MP4	74.06 MB
Resource Management.mp4	MP4	40.19 MB
Scope of CASE Tools.mp4	MP4	80.31 MB
Scrum Development Model.mp4	MP4	36.14 MB
Software Design Approaches.mp4	MP4	35.46 MB
Software Design Levels.mp4	MP4	28.49 MB
Software Development Life Cycle.mp4	MP4	83.97 MB
Software Development Paradigm.mp4	MP4	17.53 MB
Software Documentation.mp4	MP4	70.7 MB
Software Engineering Basics.mp4	MP4	11.74 MB
Software Evolution Laws.mp4	MP4	25.87 MB
Software Evolution.mp4	MP4	27.36 MB
Software Maintenance Overview.mp4	MP4	24.34 MB
Software Metrics and Measures.mp4	MP4	42.39 MB
Software Paradigms.mp4	MP4	28.98 MB
Software Project Management Activities.mp4	MP4	61.84 MB
Software Project Management.mp4	MP4	35.45 MB
Software Project Manager.mp4	MP4	30.19 MB
Software Quality Attributes.mp4	MP4	40.68 MB
Software Re engineering.mp4	MP4	52.78 MB
Software Requirements.mp4	MP4	36.12 MB
Software User Interface Design.mp4	MP4	35.45 MB
Software Validation and Verification.mp4	MP4	46.51 MB
Spiral Model.mp4	MP4	44.75 MB
Structured Charts.mp4	MP4	41.85 MB
Structured Design.mp4	MP4	29.54 MB
Structured English.mp4	MP4	37.56 MB
Structured Evolutionary Prototyping Model.mp4	MP4	63.43 MB
Structured Programming.mp4	MP4	43.53 MB
Testing Approaches.mp4	MP4	25.82 MB
Testing Documentation.mp4	MP4	46.39 MB
Testing Levels.mp4	MP4	71.5 MB
Tutorix Brings Simply Easy Learning.mp4	MP4	1.72 MB
Tutorix Simply Easy Learning Steps.mp4	MP4	2.29 MB
Types of Maintenance.mp4	MP4	28.98 MB
User Interface Golden Rules.mp4	MP4	56.93 MB
User Interface Requirements.mp4	MP4	30.03 MB
V Model.mp4	MP4	37.46 MB
Waterfall Model.mp4	MP4	68.92 MB
White Box Testing.mp4	MP4	22.07 MB

Spring 2015 -- Computer Architecture Lectures -- Carnegie Mellon

Final Review Session - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	888.43 MB
Lecture 1. Introduction and Basics - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	947.89 MB
Lecture 10. Branch Prediction II - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	796.65 MB
Lecture 11. Precise Exceptions, State Maintenance_Recovery - CMU - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.13 GB
Lecture 12. Out of Order Execution - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1002.01 MB
Lecture 13. Out of Order Execution II and Data Flow - CMU - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	257.92 MB
Lecture 14. SIMD (Vector Processors) - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.01 GB
Lecture 15. GPUs, VLIW, Execution Models - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	272.32 MB
Lecture 16. Static Instruction Scheduling - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	253.94 MB
Lecture 17. Memory Hierarchy and Caches - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	739.6 MB
Lecture 18. Caches - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	704.3 MB
Lecture 19. High Performance Caches - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	244.99 MB
Lecture 2. Fundamental Concepts and ISA - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	948.72 MB
Lecture 20. Virtual Memory - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1004.58 MB
Lecture 21 - Main Memory and the DRAM System - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	232.95 MB
Lecture 22 - Memory Controllers - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1021.57 MB
Lecture 23 - Memory Management - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.09 GB
Lecture 24 - Simulation & Memory Latency Tolerance - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.03 GB
Lecture 25 - Prefetching - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	693.75 MB
Lecture 26. More Prefetching and Emerging Memory Technologies - CMU - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.14 GB
Lecture 27. Multiprocessors - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	839.28 MB
Lecture 28. Memory Consistency and Cache Coherence - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.05 GB
Lecture 29. Cache Coherence - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	940.47 MB
Lecture 3. ISA Tradeoffs - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	520.51 MB
Lecture 30. In-memory Processing - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	191.3 MB
Lecture 31. Predictable Performance - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	853.51 MB
Lecture 32. Heterogeneous Systems - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	1.09 GB
Lecture 33. Interconnection Networks - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	914.49 MB
Lecture 4. ISA Tradeoffs & MIPS ISA - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	728.02 MB
Lecture 5. Intro to Microarchitecture - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	787.39 MB
Lecture 6. Microarchitecture II - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	1.09 GB
Lecture 7. Pipelining - Carnegie Mellon - Computer Architecture 2015 - Onur Mutlu.mp4	MP4	893.91 MB
Lecture 8. Pipelining II - Data and Control Dependence Handling - CMU - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.11 GB
Lecture 9. Branch Prediction I - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	1.07 GB
Midterm 1 Review - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	855.57 MB
Midterm 2 Review - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	257.27 MB
Recitation 3 - Carnegie Mellon - Comp. Arch. 2015 - Onur Mutlu.mp4	MP4	594.65 MB
Review Session 1 - CMU - Computer Architecture 2014 - Onur Mutlu.mp4	MP4	308.32 MB
Review Session 2 - CMU - Computer Architecture 2014 - Onur Mutlu.mp4	MP4	685.39 MB

Stanford CS224U - Natural Language Understanding _ Spring 2019

Lecture 1 – Course Overview _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	376.09 MB
Lecture 10 – Grounding _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	201.82 MB
Lecture 11 – Semantic Parsing _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	308.16 MB
Lecture 12 – Evaluation Methods _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	319.85 MB
Lecture 13 – Evaluation Metrics _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	227.32 MB
Lecture 14 – Contextual Vectors _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	278.08 MB
Lecture 15 – Presenting Your Work _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	231.81 MB
Lecture 2 – Word Vectors 1 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	303.94 MB
Lecture 3 – Word Vectors 2 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	327.56 MB
Lecture 4 – Word Vectors 3 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	152.54 MB
Lecture 5 – Sentiment Analysis 1 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	273.15 MB
Lecture 6 – Sentiment Analysis 2 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	300.44 MB
Lecture 7 – Relation Extraction _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	264.33 MB
Lecture 8 – NLI 1 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	270.77 MB
Lecture 9 – NLI 2 _ Stanford CS224U - Natural Language Understanding _ Spring 2019.mp4	MP4	296.22 MB

Statistics (Full Length Videos)

Statistics Lecture 1.1 - The Key Words and Definitions For Elementary Statistics.mp4	MP4	43.02 MB
Statistics Lecture 1.3 - Exploring Categories of Data, Levels of Measurement.mp4	MP4	118.44 MB
Statistics Lecture 1.5 - Sampling Techniques. How to Develop a Random Sample.mp4	MP4	273.84 MB
Statistics Lecture 2.2 - Creating Frequency Distribution and Histograms.mp4	MP4	579.87 MB
Statistics Lecture 3.2 - Finding the Center of a Data Set. Mean, Median, Mode.mp4	MP4	248.59 MB
Statistics Lecture 3.3 - Finding the Standard Deviation of a Data Set.mp4	MP4	1003.05 MB
Statistics Lecture 3.4 - Finding Z-Score, Percentiles and Quartiles, and Comparing Standard Deviation.mp4	MP4	332.88 MB
Statistics Lecture 4.2 - Introduction to Probability.mp4	MP4	323.26 MB
Statistics Lecture 4.3 - The Addition Rule for Probability.mp4	MP4	263.17 MB
Statistics Lecture 4.4 - The Multiplication Rule for 'And' Probabilities..mp4	MP4	573.42 MB
Statistics Lecture 4.5 - Probability of Complementary Events with 'At Least One'.mp4	MP4	121.22 MB
Statistics Lecture 4.7 - Fundamental Counting Rule, Permutations and Combinations.mp4	MP4	358 MB
Statistics Lecture 5.2 - A Study of Probability Distributions, Mean, and Standard Deviation.mp4	MP4	294.2 MB
Statistics Lecture 5.3 - A Study of Binomial Probability Distributions.mp4	MP4	798.71 MB
Statistics Lecture 5.4 - Finding Mean and Standard Deviation of a Binomial Probability Distribution.mp4	MP4	109.82 MB
Statistics Lecture 6.2 - Introduction to the Normal Distribution and Continuous Random Variables.mp4	MP4	671.07 MB
Statistics Lecture 6.3 - The Standard Normal Distribution. Using z-score, Standard Score.mp4	MP4	496.73 MB
Statistics Lecture 6.4 - Sampling Distributions Statistics. Using Samples to Approx. Populations.mp4	MP4	161.98 MB
Statistics Lecture 6.5 - The Central Limit Theorem for Statistics. Using z-score, Standard Score.mp4	MP4	803.27 MB
Statistics Lecture 7.2 - Finding Confidence Intervals for the Population Proportion.mp4	MP4	1.23 GB
Statistics Lecture 7.3 - Confidence Interval for the Sample Mean, Population Std Dev -- Known.mp4	MP4	162.88 MB
Statistics Lecture 7.4 - Confidence Interval for the Sample Mean, Population Std Dev -- Unknown.mp4	MP4	203.15 MB
Statistics Lecture 7.5 - Confidence Intervals for Variance and Std Dev. Chi-Squared Distribution..mp4	MP4	84.06 MB
Statistics Lecture 8.2 - An Introduction to Hypothesis Testing.mp4	MP4	423.96 MB
Statistics Lecture 8.3 - Hypothesis Testing for Population Proportion.mp4	MP4	334.88 MB
Statistics Lecture 8.4 - Hypothesis Testing for Population Mean. Population Std Dev is Known..mp4	MP4	123.22 MB
Statistics Lecture 8.5 - Hypothesis Testing for Population Mean. Population Std Dev is Unknown..mp4	MP4	130.03 MB
Statistics Lecture 8.6 - Hypothesis Testing Involving Variance and Standard Deviation..mp4	MP4	37.7 MB

UML 2.0 Tutorial

UML 2 Communication Diagrams.mp4	MP4	18.13 MB
UML 2 Component Diagrams.mp4	MP4	50.4 MB
UML 2 Deployment Diagrams.mp4	MP4	28.66 MB
UML 2 Sequence Diagrams.mp4	MP4	89.93 MB
UML 2 State Machine Diagrams.mp4	MP4	70.14 MB
UML 2 Timing Diagrams.mp4	MP4	22.18 MB
UML 2.0 Activity Diagrams.mp4	MP4	27.5 MB
UML 2.0 Class Diagrams.mp4	MP4	35.58 MB
UML 2.0 Tutorial.mp4	MP4	24.98 MB

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