Download AlgoExpert Collection 2023 Torrent

Torrent Contents Size: 53.12 GB

AlgoExpert Collection 2023

AlgoExpert.PI.Data.ffs_gui

FFS_GUI

1.44 KB

Algorithm Questions

Arrays

Apartment Hunting.mp4	MP4	219.22 MB
Array Of Products.mp4.mp4	MP4	103.39 MB
Calendar Matching.mp4	MP4	215.56 MB
First Duplicate Value.mp4.mp4	MP4	90.81 MB
Four Number Sum.mp4	MP4	186.43 MB
Largest Range.mp4	MP4	102.62 MB
Line Through Points.mp4	MP4	146.91 MB
Longest Peak.mp4	MP4	96.4 MB
Merge Overlapping Intervals.mp4.mp4	MP4	85.43 MB
Min Rewards.mp4	MP4	132.87 MB
Minimum Area Rectangle.mp4	MP4	215.74 MB
Monotonic Array.mp4	MP4	92.24 MB
Move Element To End.mp4	MP4	61.24 MB
Non-Constructible Change.mp4	MP4	57.52 MB
Smallest Difference.mp4	MP4	93.9 MB
Sorted Squared Array.mp4.mp4	MP4	67.79 MB
Spiral Traverse.mp4	MP4	103.01 MB
Subarray Sort.mp4	MP4	114.17 MB
Three Number Sum.mp4	MP4	110.9 MB
Tournament Winner.mp4	MP4	73.6 MB
Two Number Sum.mp4	MP4	110.38 MB
Validate Subsequence.mp4	MP4	49.97 MB
Waterfall Streams.mp4	MP4	160.25 MB
Zigzag Traverse.mp4	MP4	99.18 MB

Binary Search Trees

BST Construction.mp4	MP4	211.7 MB
BST Traversal.mp4	MP4	79.67 MB
Find Closest Value In BST.mp4	MP4	98.83 MB
Find Kth Largest Value In BST.mp4	MP4	108.81 MB
Min Height BST.mp4	MP4	132.29 MB
Reconstruct BST.mp4	MP4	219.19 MB
Right Smaller Than.mp4	MP4	185.17 MB
Same BSTs.mp4	MP4	191.77 MB
Validate BST.mp4	MP4	91.84 MB
Validate Three Nodes.mp4.mp4	MP4	185.99 MB

Binary Trees

All Kinds Of Node Depths.mp4	MP4	229.03 MB
Binary Tree Diameter.mp4.mp4	MP4	92.85 MB
Branch Sums.mp4	MP4	77.94 MB
Compare Leaf Traversal.mp4.mp4	MP4	191.07 MB
Find Nodes Distance K.mp4	MP4	234.76 MB
Find Successor.mp4	MP4	106.1 MB
Flatten Binary Tree.mp4	MP4	129.78 MB
Height Balanced Binary Tree.mp4	MP4	92.19 MB
Invert Binary Tree.mp4	MP4	112.41 MB
Iterative In-order Traversal.mp4	MP4	116.16 MB
Max Path Sum.mp4	MP4	109.8 MB
Node Depths.mp4	MP4	86.18 MB
Right Sibling Tree.mp4	MP4	120.39 MB

Dynamic Programming

Disk Stacking.mp4	MP4	156.64 MB
Knapsack Problem.mp4	MP4	174.64 MB
Levenshtein Distance.mp4	MP4	171.16 MB
Longest Common Subsequence.mp4	MP4	221.32 MB
Longest Increasing Subsequence.mp4	MP4	309.06 MB
Longest String Chain.mp4	MP4	159.44 MB
Max Profit With K Transactions.mp4	MP4	199.2 MB
Max Subset Sum No Adjacent.mp4	MP4	87.15 MB
Max Sum Increasing Subsequence.mp4	MP4	127.89 MB
Maximize Expression.mp4.mp4	MP4	122.33 MB
Maximum Sum Submatrix.mp4.mp4	MP4	178.46 MB
Min Number Of Coins For Change.mp4	MP4	88.32 MB
Min Number Of Jumps.mp4	MP4	139.24 MB
Number Of Ways To Make Change.mp4	MP4	76.63 MB
Number Of Ways To Traverse Graph.mp4	MP4	130.04 MB
Numbers In Pi.mp4	MP4	136.06 MB
Palindrome Partitioning Min Cuts.mp4	MP4	248.66 MB
Square Of Zeroes.mp4	MP4	275.44 MB
Water Area.mp4	MP4	146.72 MB

Famous Algorithms

A- Algorithm.mp4	MP4	304.72 MB
Dijkstra's Algorithm.mp4	MP4	281.3 MB
Kadane's Algorithm.mp4	MP4	91.59 MB
Knuth–Morris–Pratt.mp4	MP4	150.81 MB
Topological Sort.mp4	MP4	181.07 MB

Graphs

Airport Connections.mp4	MP4	229.92 MB
Boggle Board.mp4	MP4	295.74 MB
Breadth-first Search.mp4	MP4	79.93 MB
Cycle In Graph.mp4	MP4	175.69 MB
Depth-first Search.mp4	MP4	61.57 MB
Detect Arbitrage.mp4.mp4	MP4	210.37 MB
Minimum Passes Of Matrix.mp4.mp4	MP4	122.59 MB
Rectangle Mania.mp4	MP4	275.19 MB
Remove Islands.mp4	MP4	198.98 MB
River Sizes.mp4	MP4	177.69 MB
Single Cycle Check.mp4	MP4	46.05 MB
Two-Edge-Connected Graph.mp4.mp4	MP4	182.28 MB
Youngest Common Ancestor.mp4	MP4	58.01 MB

Greedy Algorithms

Class Photos.mp4	MP4	59.53 MB
Minimum Waiting Time.mp4	MP4	51.75 MB
Tandem Bicycle.mp4.mp4	MP4	95.26 MB
Task Assignment.mp4	MP4	91.96 MB
Valid Starting City.mp4	MP4	145.47 MB

Heaps

Continuous Median.mp4	MP4	138.57 MB
Laptop Rentals.mp4.mp4	MP4	173.93 MB
Merge Sorted Arrays.mp4	MP4	258.19 MB
Min Heap Construction.mp4	MP4	235.71 MB
Sort K-Sorted Array.mp4	MP4	102.08 MB

Linked Lists

Find Loop.mp4	MP4	99.22 MB
LRU Cache.mp4	MP4	224.58 MB
Linked List Construction.mp4	MP4	141.25 MB
Linked List Palindrome.mp4.mp4	MP4	121.24 MB
Merge Linked Lists.mp4	MP4	131.74 MB
Node Swap.mp4.mp4	MP4	97.99 MB
Rearrange Linked List.mp4	MP4	154.76 MB
Remove Duplicates From Linked List.mp4	MP4	73.15 MB
Remove Nth Node From End.mp4	MP4	75.6 MB
Reverse Linked List.mp4	MP4	51.04 MB
Shift Linked List.mp4	MP4	86.7 MB
Sum Of Linked Lists.mp4	MP4	106.8 MB
Zip Linked List.mp4	MP4	132.2 MB

Recursion

Ambiguous Measurements.mp4.mp4	MP4	157.37 MB
Generate Div Tags.mp4	MP4	115.54 MB
Interweaving Strings.mp4	MP4	130.51 MB
Lowest Common Manager.mp4	MP4	76.63 MB
Non-Attacking Queens.mp4.mp4	MP4	209.76 MB
Nth Fibonacci.mp4	MP4	127.24 MB
Number Of Binary Tree Topologies.mp4	MP4	189.14 MB
Permutations.mp4	MP4	228.45 MB
Phone Number Mnemonics.mp4	MP4	138.79 MB
Powerset.mp4	MP4	105.12 MB
Product Sum.mp4	MP4	36.07 MB
Solve Sudoku.mp4	MP4	153.29 MB
Staircase Traversal.mp4	MP4	145.24 MB

Searching

Binary Search.mp4	MP4	111.41 MB
Find Three Largest Numbers.mp4	MP4	59.97 MB
Index Equals Value.mp4.mp4	MP4	97.96 MB
Quickselect.mp4	MP4	141.38 MB
Search For Range.mp4	MP4	121.04 MB
Search In Sorted Matrix.mp4	MP4	83.68 MB
Shifted Binary Search.mp4	MP4	117.6 MB

Sorting

Bubble Sort.mp4	MP4	59.63 MB
Count Inversions.mp4.mp4	MP4	136.65 MB
Heap Sort.mp4	MP4	109.84 MB
Insertion Sort.mp4	MP4	38.09 MB
Merge Sort.mp4	MP4	265.67 MB
Quick Sort.mp4	MP4	176.2 MB
Radix Sort.mp4.mp4	MP4	150.81 MB
Selection Sort.mp4	MP4	47.83 MB
Three Number Sort.mp4	MP4	128.96 MB

Stacks

Balanced Brackets.mp4	MP4	65.96 MB
Largest Rectangle Under Skyline.mp4	MP4	166.52 MB
Largest Rectangle Under Skyline.mp4.mp4	MP4	166.52 MB
Min Max Stack Construction.mp4	MP4	50.06 MB
Next Greater Element.mp4	MP4	143.38 MB
Next Greater Element.mp4.mp4	MP4	143.38 MB
Shorten Path.mp4	MP4	142.16 MB
Sort Stack.mp4	MP4	88.16 MB
Sort Stack.mp4.mp4	MP4	88.16 MB
Sunset Views.mp4	MP4	111.35 MB

Strings

Caesar Cipher Encryptor.mp4	MP4	86.98 MB
First Non-Repeating Character.mp4	MP4	54.86 MB
First Non-Repeating Character.mp4.mp4	MP4	54.86 MB
Generate Document.mp4	MP4	97.48 MB
Group Anagrams.mp4	MP4	116.88 MB
Longest Balanced Substring.mp4	MP4	152.06 MB
Longest Balanced Substring.mp4.mp4	MP4	152.06 MB
Longest Palindromic Substring.mp4	MP4	98.54 MB
Longest Substring Without Duplication.mp4	MP4	111.43 MB
Minimum Characters For Words.mp4.mp4	MP4	96.02 MB
Palindrome Check.mp4	MP4	117.39 MB
Pattern Matcher.mp4	MP4	183.24 MB
Reverse Words In String.mp4	MP4	171.96 MB
Run-Length Encoding.mp4	MP4	88.22 MB
Smallest Substring Containing.mp4	MP4	184.7 MB
Underscorify Substring.mp4	MP4	245.77 MB
Valid IP Addresses.mp4	MP4	110.25 MB

Tries

	Multi String Search.mp4	MP4	281.75 MB
	Suffix Trie Construction.mp4	MP4	141.27 MB

Behavioral Interview Prep

1.Introduction.mp4	MP4	110.22 MB
10.Past Mistake.mp4	MP4	239.01 MB
11.Challenging Project.mp4	MP4	246 MB
12.Production Outage.mp4	MP4	278.49 MB
13.Tough Feedback.mp4	MP4	186.93 MB
14.Strengths And Improvements.mp4	MP4	144.47 MB
15.Comfort Zone.mp4	MP4	176.23 MB
2.What Are Behavioral Interviews-.mp4	MP4	389.06 MB
3.General Tips.mp4	MP4	544.53 MB
4.Low Performer.mp4	MP4	229.05 MB
5.Team Conflict.mp4	MP4	242.77 MB
6.Interest In Company.mp4	MP4	123.98 MB
7.Strong Disagreement.mp4	MP4	229.07 MB
8.Sudden Onboarding.mp4	MP4	212.69 MB
9.Work Distribution.mp4	MP4	220.9 MB

Blockchain Expert

1.Introduction

BlockchainExpert Platform Overview.mp4

MP4

288.16 MB

2.Blockchain Fundamentals

1 - Introduction To Web3 & Blockchains.mp4	MP4	86.44 MB
10 - Nodes and Masternodes.mp4	MP4	26.23 MB
11 - Summary.mp4	MP4	407 MB
2 - Decentralization.mp4	MP4	54.62 MB
3 - Ledgers.mp4	MP4	38.92 MB
4 - Wallets.mp4	MP4	53.48 MB
5 - Transactions.mp4	MP4	57.15 MB
6 - Blocks.mp4	MP4	40.46 MB
7 - Security-Concerns.mp4	MP4	26.47 MB
8 - Proof Of Work.mp4	MP4	91.92 MB
9 - Proof of Stake.mp4	MP4	27.93 MB

3.Ethereum And Smart Contracts

1 - Intro to Cryptocurrency.mp4	MP4	79.31 MB
2 - Ethereum Basics.mp4	MP4	49.42 MB
3 - Smart Contracts and DApps.mp4	MP4	55.27 MB
4 - ERC-20 Tokens.mp4	MP4	49.33 MB
5 - ERC-721.mp4	MP4	70.92 MB
6 - Blockchain Comparisons.mp4	MP4	23.27 MB
7 - Stable Coins.mp4	MP4	39.26 MB
8 - Oracles.mp4	MP4	41.42 MB

4.Solidity Fundamentals

1 - MetaMask Setup.mp4	MP4	89.03 MB
10 - Blockchain Expert.mp4	MP4	61.84 MB
11 - Global Keywords.mp4	MP4	50.95 MB
12 - Sending and Receiving Eth.mp4	MP4	172.64 MB
13 - Errors and Exceptions.mp4	MP4	88.83 MB
14 - Constructors.mp4	MP4	34.16 MB
15 - Self Destruct.mp4	MP4	60.18 MB
16 - Events.mp4	MP4	87.15 MB
17 - Arrays.mp4	MP4	108.14 MB
18 - Strings.mp4	MP4	57.46 MB
19 - Looping.mp4	MP4	52.58 MB
2 - Remix Introduction.mp4	MP4	51.95 MB
20 - Gas.mp4	MP4	85.7 MB
3 - First Smart Contract.mp4	MP4	45.03 MB
4 - Smart Contract Theory.mp4	MP4	60.09 MB
5 - Deploying Smart Contracts.mp4	MP4	76.3 MB
6 - Variables and Data Types.mp4	MP4	44.95 MB
7 - Operators and Type Conversions.mp4	MP4	53.36 MB
8 - Conditionals.mp4	MP4	25.97 MB
9 - Mappings.mp4	MP4	62.97 MB

5.Advanced Solidity

1 - Math and Arithmetic.mp4	MP4	46.82 MB
10 - Storage Locations.mp4	MP4	42.35 MB
11 - Optimizing Gas Cost.mp4	MP4	92.94 MB
2 - Time and Time Units.mp4	MP4	41.12 MB
3 - Structs.mp4	MP4	82.38 MB
4 - Modifiers Good.mp4	MP4	72.08 MB
5 - Enums.mp4	MP4	25.97 MB
6 - Inheritance.mp4	MP4	185.55 MB
7 - Abstract Contracts.mp4	MP4	53.36 MB
8 - Interfaces.mp4	MP4	80.88 MB
9 - Libraries.mp4	MP4	82.62 MB

6.Interacting With Smart Contracts

1 - JS Enivronment Setup.mp4	MP4	76.65 MB
2 - JS Crash Course.mp4	MP4	144.86 MB
3 - Async Programming in JS.mp4	MP4	62.22 MB
4 - Ethers.js Intro.mp4	MP4	81 MB
5 - Environment Variables.mp4	MP4	28.33 MB
6 - Querying The Blockchain.mp4	MP4	139.38 MB
7 - Sending Transactions.mp4	MP4	49.67 MB
8 - Interacting With Smart Contracts.mp4	MP4	116.14 MB

7.Web3 Tools

1 - Introduction.mp4	MP4	91.46 MB
2 - VSCode - Remix.mp4	MP4	117.56 MB
3 - Hard Hat.mp4	MP4	186.5 MB
4 - Alchemy.mp4	MP4	51.93 MB
5 - Truffle Suite.mp4	MP4	27.79 MB

8.Projects

Bank Account Project GitHub.url	URL	87 B
Bank Account Project.mp4	MP4	815.75 MB
Chainlink VRF and Automation Project GitHub.url	URL	87 B
Chainlink VRF and Automation Project.mp4	MP4	723.62 MB
Decentralized Voting - Project GitHub.url	URL	88 B
Decentralized Voting - Project.mp4	MP4	718.1 MB
ERC20 Token Project GitHub.url	URL	77 B
ERC20 Token Project.mp4	MP4	465.66 MB
ERC721 Token Project GitHub.url	URL	78 B
ERC721 Token Project.mp4	MP4	370.92 MB
NFT Auction Project GitHub.url	URL	79 B
NFT Auction Project.mp4	MP4	597.4 MB

Data Structures

1.Data Structures - Introduction.mp4	MP4	17.47 MB
10.Stacks And Queues.mp4	MP4	41.92 MB
11.Strings.mp4	MP4	30.84 MB
12.Graphs.mp4	MP4	64.45 MB
13.Trees.mp4	MP4	66.34 MB
2.What Are Data Structures-.mp4	MP4	29.78 MB
3.Complexity Analysis.mp4	MP4	19.83 MB
4.Memory.mp4	MP4	90.61 MB
5.Big O Notation.mp4	MP4	116.59 MB
6.Logarithm.mp4	MP4	68.78 MB
7.Arrays.mp4	MP4	195.97 MB
8.Linked Lists.mp4	MP4	120.63 MB
9.Hash Tables.mp4	MP4	75.47 MB

FrontEnd Expert

1.HTML Crash Course

1.HTML Introduction.mp4	MP4	10.39 MB
2.HTML Basics.mp4	MP4	27.87 MB
3.Semantic HTML.mp4	MP4	27.87 MB
4.Essential Tags.mp4	MP4	29.09 MB
5.Tables.mp4	MP4	40.15 MB
6.Forms.mp4	MP4	49.65 MB
7.Document Object Model.mp4	MP4	18.55 MB
8.Accessibility.mp4	MP4	120.17 MB

2.CSS Crash Course

1.CSS Introduction.mp4	MP4	10.6 MB
10.Position.mp4	MP4	93.72 MB
11.Stacking Contexts.mp4	MP4	21.67 MB
12.Flexbox.mp4	MP4	67.9 MB
13.CSS Grid.mp4	MP4	56.72 MB
14.Working With Images.mp4	MP4	42.61 MB
15.CSS Inheritance.mp4	MP4	31.36 MB
16.Responsive Design.mp4	MP4	39.06 MB
17.Animations.mp4	MP4	46.62 MB
18.CSS Variables.mp4	MP4	24.94 MB
19.CSS Frameworks and Preprocessors.mp4	MP4	30.47 MB
2.CSS Basics.mp4	MP4	24.96 MB
20.CSS Methodologies and Best Practices.mp4	MP4	57.21 MB
3.Selectors.mp4	MP4	41.87 MB
4.Pseudo Classes And Elements.mp4	MP4	41.52 MB
5.Selector Specificity.mp4	MP4	14.69 MB
6.CSS Units.mp4	MP4	59.98 MB
7.Block vs. Inline.mp4	MP4	13.2 MB
8.Box Model.mp4	MP4	42.67 MB
9.Box Sizing.mp4	MP4	11.84 MB

3.JavaScript Crash Crouse

1.JavaScript Introduction.mp4	MP4	12.37 MB
10.Event Driven Programming.mp4	MP4	91.75 MB
11.Promises.mp4	MP4	79.79 MB
12.Working With The Server.mp4	MP4	92.03 MB
13.Timers.mp4	MP4	56.92 MB
14.Closures.mp4	MP4	37.41 MB
15.This.mp4	MP4	51.66 MB
16.Classes.mp4	MP4	102.52 MB
17.Currying.mp4	MP4	24.51 MB
18.Generators.mp4	MP4	35.05 MB
19.Modules.mp4	MP4	63.99 MB
2.JavaScript Basics.mp4	MP4	153.58 MB
20.Event Loop.mp4	MP4	103.25 MB
21.Web Workers.mp4	MP4	49.06 MB
22.Browser Storage.mp4	MP4	93.65 MB
23.Data Structures.mp4	MP4	72.34 MB
24.JavaScript Frameworks.mp4	MP4	39.75 MB
25.TypeScript.mp4	MP4	58.73 MB
26.Debugging Strategies.mp4	MP4	43.34 MB
27.Writing Clean Code.mp4	MP4	40.05 MB
3.Variables (var vs. let).mp4	MP4	29.61 MB
4.Arrays.mp4	MP4	91.76 MB
5.Objects.mp4	MP4	121.31 MB
6.Equality & Type Coercion.mp4	MP4	31.61 MB
7.Syntactic Sugar.mp4	MP4	64.01 MB
8.Connecting JS To HTML.mp4	MP4	24.18 MB
9.DOM Manipulation.mp4	MP4	127.71 MB

4.React Crash Course

1.React Introduction.mp4	MP4	8.83 MB
10.Contexts.mp4	MP4	62.67 MB
11.Component Lists.mp4	MP4	39.06 MB
12.Performance.mp4	MP4	88.81 MB
13.Portals.mp4	MP4	34.12 MB
14.Custom Hooks.mp4	MP4	29.08 MB
15.Class Components.mp4	MP4	85.84 MB
16.Error Handling.mp4	MP4	32.87 MB
17.Debugging React.mp4	MP4	59.64 MB
18.React Best Practices.mp4	MP4	31.15 MB
19.React Under The Hood.mp4	MP4	35.51 MB
2.React Basics.mp4	MP4	114.74 MB
20.Companion Libraries.mp4	MP4	65.29 MB
3.JSX.mp4	MP4	52.59 MB
4.Props.mp4	MP4	28.86 MB
5.Event-Driven Programming.mp4	MP4	35.07 MB
6.State.mp4	MP4	88.4 MB
7.Component Lifecycle.mp4	MP4	61.59 MB
8.Refs.mp4	MP4	62 MB
9.Imperative React.mp4	MP4	32.33 MB

5.Web Dev Fundamentals

1.Introduction.mp4	MP4	7.43 MB
2.Client-Server Model.mp4	MP4	27.07 MB
3.Web Page Request Lifecycle.mp4	MP4	35.4 MB
4.Hypertext Transfer Protocol.mp4	MP4	67.24 MB
5.Working With APIs.mp4	MP4	42.04 MB
6.Web Security.mp4	MP4	84.77 MB
7.How browsers Render Content.mp4	MP4	46.06 MB

6.Questions

1.HTML

Blog Post.mp4	MP4	71.91 MB
Item Cart.mp4	MP4	22.5 MB
Sign Up Form.mp4	MP4	37.48 MB
Spaghetti Recipe.mp4	MP4	49.68 MB

2.CSS

AlgoExpert Logo.mp4	MP4	25.01 MB
AlgoExpert Products.mp4	MP4	79.01 MB
Navbar.mp4	MP4	33.24 MB
Notifications Menu.mp4	MP4	48.35 MB
Pig Emoji.mp4	MP4	112.71 MB
Purchase Form.mp4	MP4	132.63 MB
Rainbow Circles.mp4	MP4	65.67 MB
Robot Emoji.mp4	MP4	123.97 MB

3.JavaScript

Array Methods.mp4	MP4	33.07 MB
Corresponding Node.mp4	MP4	25.12 MB
Curry - Updated.mp4	MP4	20.23 MB
Debounce.mp4	MP4	32.76 MB
Deep Equals.mp4	MP4	59.37 MB
Event Target.mp4	MP4	33.18 MB
Flatten.mp4	MP4	25.39 MB
Memoize.mp4	MP4	24.65 MB
Promise Methods.mp4	MP4	52.99 MB
Promises V2.mp4	MP4	133.52 MB
Promisify.mp4	MP4	22.04 MB
Testing Framework.mp4	MP4	56.47 MB
This Binding.mp4	MP4	36.32 MB
Throttle - V2.mp4	MP4	34.64 MB
Trending Stocks.mp4	MP4	61.86 MB
createDom.mp4	MP4	12.42 MB

4.DOM Manipulation

Infinite Scroll.mp4	MP4	155.27 MB
Stopwatch.mp4	MP4	118.43 MB
Sudoku.mp4	MP4	69.64 MB
Tic Tac Toe.mp4	MP4	157.74 MB
Tier List.mp4	MP4	75.38 MB
Toasts.mp4	MP4	92.81 MB
Todo List.mp4	MP4	62.46 MB
Typeahead.mp4	MP4	86.21 MB

5.React Components

Connect Four.mp4	MP4	161.34 MB
Crypto Prices.mp4	MP4	61.73 MB
Memory.mp4	MP4	91.33 MB
Phone Input.mp4	MP4	43.16 MB
Question List.mp4	MP4	140.95 MB
Quiz.mp4	MP4	100.83 MB
Tip Calculator.mp4	MP4	64.39 MB
Wordle.mp4	MP4	172.6 MB

6.React Hooks

useFetch.mp4	MP4	85.98 MB
useInterval.mp4	MP4	27.62 MB
useLocalStorage.mp4	MP4	28.85 MB
useMap.mp4	MP4	34.67 MB
useStateWithHistory.mp4	MP4	35.52 MB
useWindowSize.mp4	MP4	29.96 MB

Machine Learning

1.ML

1.Introduction

	0-Introduction.mp4.mp4	MP4	23.81 MB
	1-Prerequisites.mp4.mp4	MP4	21 MB

2.Supervised Learning

2-Naive Bayes.mp4.mp4	MP4	80.37 MB
3-Performance.mp4.mp4	MP4	94.82 MB
4-Naive Bayes Optimized.mp4.mp4	MP4	111.86 MB
5-KNN.mp4.mp4	MP4	61.09 MB
6-Decision Trees.mp4.mp4	MP4	84.85 MB
7- Linear Regression.mp4.mp4	MP4	68.57 MB
8-Logistic Regression.mp4.mp4	MP4	111.95 MB

3.Unsupervised Learning

	10-K-means.mp4.mp4	MP4	60.27 MB
	11-Singular Value Decomposition.mp4.mp4	MP4	64.01 MB

4.Deep Learning

12-Neural Networks.mp4.mp4	MP4	147.39 MB
13-CNN.mp4.mp4	MP4	154.49 MB
14-RNN.mp4.mp4	MP4	108.49 MB
15-GAN.mp4.mp4	MP4	57.98 MB

5.Recommender Systems

16-CollaborativeContent Filtering.mp4.mp4

MP4

77.99 MB

6.Ranking

17-Learning To Rank.mp4.mp4

MP4

85.8 MB

2.ML Coding Questions

1.Math Concepts

	Get Stats.mp4.mp4	MP4	56.1 MB
	Sparse Matrix Multiplication.mp4.mp4	MP4	65.3 MB

2.Model Concepts

K Nearest Neighbors.mp4.mp4	MP4	47.6 MB
K-means.mp4.mp4	MP4	75.23 MB
Multinomial Naive Bayes.mp4.mp4	MP4	74.87 MB
Neuron.mp4.mp4	MP4	90.99 MB
Regression Tree.mp4.mp4	MP4	125.8 MB

3.Model Applications

	Classify Trucks.mp4.mp4	MP4	36.7 MB
	Predict Cancellations.mp4.mp4	MP4	35.22 MB

4.Data Processing

User Interaction Counts.mp4.mp4

MP4

46.17 MB

3.Large-Scale ML

1.Introduction

LSML-0-Introduction.mp4.mp4

MP4

9.53 MB

2.Data Support

LSML-1-Data Ingestion.mp4.mp4	MP4	84.48 MB
LSML-2-Data Storage.mp4.mp4	MP4	82.46 MB
LSML-3-Data Processing.mp4.mp4	MP4	124.53 MB
LSML-4-Processing Orchestration.mp4.mp4	MP4	55.04 MB

3.Exploration

LSML-5-Workspaces.mp4.mp4

MP4

21.06 MB

4.Experimentation

LSML-6-Frequentist AB Testing.mp4.mp4	MP4	86.23 MB
LSML-7-Bayesian AB Testing.mp4.mp4	MP4	33.86 MB
LSML-8-Multi-Armed Bandit.mp4.mp4	MP4	58.16 MB
LSML-9-Impact Estimation.mp4.mp4	MP4	60.81 MB

5.Large-Scale Training

LSML-10-Basic Models.mp4.mp4	MP4	53.45 MB
LSML-11-Deep Learning Models.mp4.mp4	MP4	153.53 MB
LSML-12-Model Validation.mp4.mp4	MP4	74.84 MB

6.Productionization

LSML-13-Productionization.mp4.mp4

MP4

26.37 MB

7.Hosting

	LSML-14-Data Hosting.mp4.mp4	MP4	20.96 MB
	LSML-15-Model Hosting.mp4.mp4	MP4	43.7 MB

4.ML Design Questions

Amazon Alexa.mp4.mp4	MP4	148.14 MB
Facebook Photo Tagging.mp4.mp4	MP4	99.58 MB
Fake News Detector.mp4.mp4	MP4	121.34 MB
Machine Learning Platform.mp4.mp4	MP4	139.77 MB
YouTube's Recommendation System.mp4.mp4	MP4	162.66 MB

Interview Tips

1.Introduction to Interview Tips.mp4	MP4	26.07 MB
2.Interview Tips - Pre-Interview.mp4	MP4	78.95 MB
3.Interview Tips - Intro-screen.mp4	MP4	767.5 MB
4.Interview Tips - Coding Round.mp4	MP4	249.33 MB
5.Interview Tips - Design Round.mp4	MP4	238.14 MB
6.Interview Tips - Receiving The Offer.mp4	MP4	172.43 MB
7.Career Advice.mp4	MP4	254.94 MB

Systems Expert

Fundamentals

1.Design Fundamentals - Introduction.mp4	MP4	13.41 MB
10.Load Balancers.mp4	MP4	86.93 MB
11.Hashing.mp4	MP4	134.02 MB
12.Relational Databases.mp4	MP4	142.96 MB
13.Key-Value Stores.mp4	MP4	34.12 MB
14.Specialized Storage Paradigms.mp4	MP4	141.83 MB
15.Replication And Sharding.mp4	MP4	108.42 MB
16.Leader Election.mp4	MP4	124.54 MB
17.Peer-To-Peer Networks.mp4	MP4	115.64 MB
18.Polling And Streaming.mp4	MP4	93.63 MB
19.Configuration.mp4	MP4	49.49 MB
2.What Are Design Fundamentals-.mp4	MP4	30.65 MB
20.Rate Limiting.mp4	MP4	61.67 MB
21.Logging And Monitoring.mp4	MP4	79.77 MB
22.PublishSubscribe Pattern.mp4	MP4	134.29 MB
23.MapReduce.mp4	MP4	142.99 MB
24.Security And HTTPS.mp4	MP4	131.37 MB
25.API Design.mp4	MP4	96.69 MB
3.Client-Server Model.mp4	MP4	42.77 MB
4.Network Protocols.mp4	MP4	91.35 MB
5.Storage.mp4	MP4	63.4 MB
6.Latency And Throughput.mp4	MP4	49.42 MB
7.Availability.mp4	MP4	83.15 MB
8.Caching.mp4	MP4	84.11 MB
9.Proxies.mp4	MP4	56.76 MB

Interview Questions

Design A Code-Deployment System.mp4	MP4	207.11 MB
Design A Stockbroker.mp4	MP4	244.78 MB
Design Airbnb.mp4	MP4	125.07 MB
Design AlgoExpert.mp4	MP4	179.02 MB
Design Amazon.mp4.mp4	MP4	198.39 MB
Design Facebook News Feed.mp4	MP4	170.83 MB
Design Google Drive.mp4	MP4	169.08 MB
Design Netflix.mp4	MP4	132.64 MB
Design Slack.mp4	MP4	153.17 MB
Design The Reddit API.mp4	MP4	204.11 MB
Design The Twitch API.mp4.mp4	MP4	156.86 MB
Design The Uber API.mp4	MP4	151.46 MB
Design Tinder.mp4.mp4	MP4	196.62 MB

Interview Tips

1.Gathering System Requirements.mp4.mp4	MP4	206.67 MB
2.Planning.mp4.mp4	MP4	181.23 MB
3.Estimation.mp4.mp4	MP4	398.24 MB
4.Communication.mp4.mp4	MP4	202.84 MB
5.Diagramming.mp4.mp4	MP4	153.59 MB

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AlgoExpert Collection 2023

Torrent Contents Size: 53.12 GB

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