Download Complete 2-in-1 Python for Business and Finance Bootcamp Torrent

Torrent Contents Size: 10.97 GB

Complete 2-in-1 Python for Business and Finance Bootcamp

▼ show more 776 files

01 Getting Started

001 Tips How to get the most out of this Course (don t skip).en.srt	SRT	6.53 KB
001 Tips How to get the most out of this Course (don t skip).mp4	MP4	37.57 MB
002 FAQ Your Questions answered.html	HTML	6.24 KB
003 How to download and install Anaconda for Python coding.en.srt	SRT	8.83 KB
003 How to download and install Anaconda for Python coding.mp4	MP4	71 MB
004 Jupyter Notebooks - let s get started.en.srt	SRT	10.88 KB
004 Jupyter Notebooks - let s get started.mp4	MP4	50.91 MB
005 How to work with Jupyter Notebooks.en.srt	SRT	16.94 KB
005 How to work with Jupyter Notebooks.mp4	MP4	53.47 MB

02 ---- PART 1 PYTHON BASICS TIME VALUE OF MONEY AND CAPITAL BUDGETING ----

006 Course-Materials-Part1.zip	ZIP	252.26 KB
006 Overview Download of Course Materials for Part 1.en.srt	SRT	6.18 KB
006 Overview Download of Course Materials for Part 1.mp4	MP4	30.37 MB
007 Coding Projects Part 1 - Overview.en.srt	SRT	2.18 KB
007 Coding Projects Part 1 - Overview.mp4	MP4	15.36 MB
007 Python-for-Finance-Projects-Part1.pdf	PDF	512.83 KB

03 How to use Python as a Calculator for basic Time Value of Money Problems

008 Intro to the Time Value of Money (TVM) Concept (Theory).en.srt	SRT	7.48 KB
008 Intro to the Time Value of Money (TVM) Concept (Theory).mp4	MP4	16.49 MB
008 TVM.pdf	PDF	195.76 KB
009 Calculate Future Values (FV) with Python Compounding.en.srt	SRT	4.21 KB
009 Calculate Future Values (FV) with Python Compounding.mp4	MP4	12.75 MB
010 Calculate Present Values (FV) with Python Discounting.en.srt	SRT	3.07 KB
010 Calculate Present Values (FV) with Python Discounting.mp4	MP4	10.06 MB
011 Interest Rates and Returns (Theory).en.srt	SRT	5.94 KB
011 Interest Rates and Returns (Theory).mp4	MP4	14.19 MB
011 Interest-Rates.pdf	PDF	187.82 KB
012 Calculate Interest Rates and Returns with Python.en.srt	SRT	4.71 KB
012 Calculate Interest Rates and Returns with Python.mp4	MP4	19.27 MB
013 Introduction to Variables.en.srt	SRT	6.3 KB
013 Introduction to Variables.mp4	MP4	18.13 MB
014 Variables and Memory (Theory).en.srt	SRT	2.38 KB
014 Variables and Memory (Theory).mp4	MP4	5.48 MB
014 Variables.pdf	PDF	142.98 KB
015 Excursus How to add inline comments.en.srt	SRT	3.57 KB
015 Excursus How to add inline comments.mp4	MP4	11.25 MB
016 More on Variables and Memory.en.srt	SRT	8.11 KB
016 More on Variables and Memory.mp4	MP4	22.22 MB
017 Variables - Dos Don ts and Conventions.en.srt	SRT	4.79 KB
017 Variables - Dos Don ts and Conventions.mp4	MP4	17.06 MB
017 keywords.pdf	PDF	69.44 KB
018 The print() Function.en.srt	SRT	5.14 KB
018 The print() Function.mp4	MP4	17.41 MB
019 Coding Exercise 1.en.srt	SRT	11.39 KB
019 Coding Exercise 1.mp4	MP4	46.86 MB

04 How to use Lists and For Loops for TVM Problems with many Cashflows

020 FV-many.pdf	PDF	175.95 KB
020 TVM Problems with many Cashflows.en.srt	SRT	4.46 KB
020 TVM Problems with many Cashflows.mp4	MP4	10.49 MB
021 Intro to Python Lists.en.srt	SRT	2.88 KB
021 Intro to Python Lists.mp4	MP4	7.76 MB
022 Indexing.pdf	PDF	122.88 KB
022 Zero-based Indexing and negative Indexing in Python (Theory).en.srt	SRT	3.14 KB
022 Zero-based Indexing and negative Indexing in Python (Theory).mp4	MP4	7.44 MB
023 Indexing Lists.en.srt	SRT	3.78 KB
023 Indexing Lists.mp4	MP4	13.86 MB
024 For Loops - Iterating over Lists.en.srt	SRT	9.64 KB
024 For Loops - Iterating over Lists.mp4	MP4	29.91 MB
025 The range Object - another Iterable.en.srt	SRT	5.67 KB
025 The range Object - another Iterable.mp4	MP4	17.09 MB
026 Calculate FV and PV for many Cashflows.en.srt	SRT	9.04 KB
026 Calculate FV and PV for many Cashflows.mp4	MP4	33.53 MB
026 PV-FV-many.pdf	PDF	194.55 KB
027 NPV.pdf	PDF	245.66 KB
027 The Net Present Value - NPV (Theory).en.srt	SRT	9.52 KB
027 The Net Present Value - NPV (Theory).mp4	MP4	33.29 MB
028 Calculate an Investment Project s NPV.en.srt	SRT	3.61 KB
028 Calculate an Investment Project s NPV.mp4	MP4	14.34 MB
029 Coding Exercise 2.en.srt	SRT	10.17 KB
029 Coding Exercise 2.mp4	MP4	37.98 MB

05 100 Python Objects Data Types Operators Functional Programming

030 Data Types in Action.en.srt	SRT	7.16 KB
030 Data Types in Action.mp4	MP4	24.34 MB
031 The Data Type Hierarchy (Theory).en.srt	SRT	4.29 KB
031 The Data Type Hierarchy (Theory).mp4	MP4	10.78 MB
031 Type-Hierarchy.pdf	PDF	162.43 KB
032 Excursus Dynamic Typing in Python.en.srt	SRT	1.97 KB
032 Excursus Dynamic Typing in Python.mp4	MP4	5.19 MB
033 Build-in Functions.en.srt	SRT	7.42 KB
033 Build-in Functions.mp4	MP4	25.37 MB
033 Built-in-func.pdf	PDF	92.61 KB
034 Integers.en.srt	SRT	3.83 KB
034 Integers.mp4	MP4	10.98 MB
035 Floats.en.srt	SRT	7.09 KB
035 Floats.mp4	MP4	24.33 MB
036 How to round Floats (and Integers) with round().en.srt	SRT	6.53 KB
036 How to round Floats (and Integers) with round().mp4	MP4	20.91 MB
037 More on Lists.en.srt	SRT	6.28 KB
037 More on Lists.mp4	MP4	24.6 MB
038 Lists and Element-wise Operations.en.srt	SRT	5.5 KB
038 Lists and Element-wise Operations.mp4	MP4	17.59 MB
039 Slicing Lists.en.srt	SRT	5.12 KB
039 Slicing Lists.mp4	MP4	20.12 MB
040 Slicing Cheat Sheet.html	HTML	968 B
040 Slicing-cheatsheet.pdf	PDF	105.28 KB
041 Changing Elements in Lists.en.srt	SRT	3.39 KB
041 Changing Elements in Lists.mp4	MP4	10.11 MB
042 Sorting and Reversing Lists.en.srt	SRT	4.3 KB
042 Sorting and Reversing Lists.mp4	MP4	13.19 MB
043 Adding and removing Elements fromto Lists.en.srt	SRT	11.67 KB
043 Adding and removing Elements fromto Lists.mp4	MP4	38.54 MB
044 Mutable vs. immutable Objects (Part 1).en.srt	SRT	10.34 KB
044 Mutable vs. immutable Objects (Part 1).mp4	MP4	34.49 MB
045 Mutability.pdf	PDF	166.46 KB
045 Mutable vs. immutable Objects (Part 2).en.srt	SRT	5.72 KB
045 Mutable vs. immutable Objects (Part 2).mp4	MP4	21.85 MB
046 Coding Exercise 3.en.srt	SRT	13.33 KB
046 Coding Exercise 3.mp4	MP4	53.78 MB
047 Tuples.en.srt	SRT	8.12 KB
047 Tuples.mp4	MP4	29.78 MB
048 Dictionaries.en.srt	SRT	7.92 KB
048 Dictionaries.mp4	MP4	31.01 MB
049 Intro to Strings.en.srt	SRT	10.1 KB
049 Intro to Strings.mp4	MP4	40.84 MB
050 String Replacement.en.srt	SRT	4.93 KB
050 String Replacement.mp4	MP4	17.3 MB
051 Booleans.en.srt	SRT	2.82 KB
051 Booleans.mp4	MP4	8.87 MB
052 Operators (Theory).en.srt	SRT	5.34 KB
052 Operators (Theory).mp4	MP4	11.71 MB
052 Operators.pdf	PDF	145.62 KB
053 Comparison Logical and Membership Operators in Action.en.srt	SRT	9.26 KB
053 Comparison Logical and Membership Operators in Action.mp4	MP4	35.52 MB
054 Coding Exercise 4.en.srt	SRT	10.63 KB
054 Coding Exercise 4.mp4	MP4	42.3 MB

06 How to solve for IRR YTM with While Loops and Conditional Statements

055 Conditional Statements.en.srt	SRT	11.11 KB
055 Conditional Statements.mp4	MP4	38.63 MB
056 Keywords pass continue and break.en.srt	SRT	11.4 KB
056 Keywords pass continue and break.mp4	MP4	39.4 MB
057 Calculate a Project s Payback Period.en.srt	SRT	5.81 KB
057 Calculate a Project s Payback Period.mp4	MP4	21.87 MB
058 While Loops.en.srt	SRT	8.75 KB
058 While Loops.mp4	MP4	35.63 MB
059 IRR.pdf	PDF	243.01 KB
059 The Internal Rate of Return - IRR (Theory).en.srt	SRT	7.1 KB
059 The Internal Rate of Return - IRR (Theory).mp4	MP4	23.91 MB
060 Solving for a Project s IRR.en.srt	SRT	13.37 KB
060 Solving for a Project s IRR.mp4	MP4	60.77 MB
061 Bonds and the Yield to Maturity - YTM (Theory).en.srt	SRT	11.82 KB
061 Bonds and the Yield to Maturity - YTM (Theory).mp4	MP4	36.99 MB
061 Bonds-YTM.pdf	PDF	178.61 KB
062 Solving for a Bond s Yield to Maturity (YTM).en.srt	SRT	3.3 KB
062 Solving for a Bond s Yield to Maturity (YTM).mp4	MP4	12.53 MB
063 Coding Exercise 5.en.srt	SRT	12.33 KB
063 Coding Exercise 5.mp4	MP4	55.81 MB
GetFreeCourses.Co.url	URL	116 B

07 How to create great graphs with Matplotlib - Plotting NPV and IRR

064 Intro.en.srt	SRT	1.7 KB
064 Intro.mp4	MP4	14.48 MB
065 Line Plots.en.srt	SRT	6.46 KB
065 Line Plots.mp4	MP4	23.34 MB
066 Scatter Plots.en.srt	SRT	2.39 KB
066 Scatter Plots.mp4	MP4	7.22 MB
067 Customizing Plots (Part 1).en.srt	SRT	6.79 KB
067 Customizing Plots (Part 1).mp4	MP4	24.42 MB
068 Customizing Plots (Part 2).en.srt	SRT	12.94 KB
068 Customizing Plots (Part 2).mp4	MP4	80.42 MB
069 Plotting NPV IRR.en.srt	SRT	10.12 KB
069 Plotting NPV IRR.mp4	MP4	40.68 MB
070 Coding Exercise 6.html	HTML	1016 B

08 The Numpy Package Working with numbers made easy

071 Modules Packages and Libraries - No need to reinvent the Wheel.en.srt	SRT	8.89 KB
071 Modules Packages and Libraries - No need to reinvent the Wheel.mp4	MP4	32.03 MB
072 Numpy Arrays.en.srt	SRT	9.46 KB
072 Numpy Arrays.mp4	MP4	35.72 MB
073 Indexing and Slicing Numpy Arrays.en.srt	SRT	3.25 KB
073 Indexing and Slicing Numpy Arrays.mp4	MP4	13.67 MB
074 Vectorized Operations with Numpy Arrays.en.srt	SRT	4.67 KB
074 Vectorized Operations with Numpy Arrays.mp4	MP4	18.73 MB
075 Changing Elements in Numpy Arrays Mutability.en.srt	SRT	6.61 KB
075 Changing Elements in Numpy Arrays Mutability.mp4	MP4	24.52 MB
075 Mutability-arrays.pdf	PDF	121.74 KB
076 Slicing-arrays.pdf	PDF	122.52 KB
076 View vs. copy - potential Pitfalls when slicing Numpy Arrays.en.srt	SRT	5.61 KB
076 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	MP4	19.27 MB
077 Numpy Array Methods and Attributes.en.srt	SRT	6.11 KB
077 Numpy Array Methods and Attributes.mp4	MP4	21.97 MB
078 Numpy Universal Functions.en.srt	SRT	4.61 KB
078 Numpy Universal Functions.mp4	MP4	17.77 MB
079 Boolean Arrays and Conditional Filtering.en.srt	SRT	5.51 KB
079 Boolean Arrays and Conditional Filtering.mp4	MP4	18.14 MB
080 Advanced Filtering Bitwise Operators.en.srt	SRT	7 KB
080 Advanced Filtering Bitwise Operators.mp4	MP4	28.31 MB
081 Determining a Project s Payback Period with np.where().en.srt	SRT	6.14 KB
081 Determining a Project s Payback Period with np.where().mp4	MP4	22.53 MB
082 Creating Numpy Arrays from Scratch.en.srt	SRT	6.3 KB
082 Creating Numpy Arrays from Scratch.mp4	MP4	37.86 MB
083 Coding Exercise 7.en.srt	SRT	13.4 KB
083 Coding Exercise 7.mp4	MP4	73.13 MB

09 How to solve complex TVM and Capital Budgeting problems with Python and Numpy

084 Evaluating Investments with np.npv() and np.irr().en.srt	SRT	5.65 KB
084 Evaluating Investments with np.npv() and np.irr().mp4	MP4	22.24 MB
085 Annuity.pdf	PDF	187 KB
085 Evaluating Annuities with np.fv() - Funding Phase.en.srt	SRT	8.84 KB
085 Evaluating Annuities with np.fv() - Funding Phase.mp4	MP4	32.8 MB
086 Evaluating Annuities with np.fv() - Payout Phase.en.srt	SRT	6.66 KB
086 Evaluating Annuities with np.fv() - Payout Phase.mp4	MP4	24.4 MB
087 How to solve for annuity payments with np.pmt().en.srt	SRT	4.11 KB
087 How to solve for annuity payments with np.pmt().mp4	MP4	15.78 MB
088 How to solve for the number of periodic payments with np.nper().en.srt	SRT	3.45 KB
088 How to solve for the number of periodic payments with np.nper().mp4	MP4	12.7 MB
089 How to calculate the required Contract Value with np.pv().en.srt	SRT	4.08 KB
089 How to calculate the required Contract Value with np.pv().mp4	MP4	15.27 MB
090 Frequency of compounding and the effective annual interest rate.en.srt	SRT	7.17 KB
090 Frequency of compounding and the effective annual interest rate.mp4	MP4	21.81 MB
091 How to evaluate a Retirement Plan A-Z.en.srt	SRT	8.79 KB
091 How to evaluate a Retirement Plan A-Z.mp4	MP4	31.97 MB
092 Retirement Plan Sensitivity Analysis.en.srt	SRT	8.1 KB
092 Retirement Plan Sensitivity Analysis.mp4	MP4	30.76 MB
093 Mortgage Loan Analysis - Debt Sizing.en.srt	SRT	9.3 KB
093 Mortgage Loan Analysis - Debt Sizing.mp4	MP4	39.07 MB
093 Mortgage.pdf	PDF	152.86 KB
094 Mortgage Loan Analysis - Interest Payments and Amortization Schedule.en.srt	SRT	13.89 KB
094 Mortgage Loan Analysis - Interest Payments and Amortization Schedule.mp4	MP4	81.35 MB
095 Calculate PV of equal installments with np.pv() - Valuation of Bonds.en.srt	SRT	3.2 KB
095 Calculate PV of equal installments with np.pv() - Valuation of Bonds.mp4	MP4	10.15 MB
096 Capital Budgeting - Mutually exclusive Projects (Part 1).en.srt	SRT	4.15 KB
096 Capital Budgeting - Mutually exclusive Projects (Part 1).mp4	MP4	23.06 MB
097 Capital Budgeting - Mutually exclusive Projects (Part 2).en.srt	SRT	7.11 KB
097 Capital Budgeting - Mutually exclusive Projects (Part 2).mp4	MP4	40.99 MB
098 Capital Budgeting - Mutually exclusive Projects (Part 3).en.srt	SRT	4.31 KB
098 Capital Budgeting - Mutually exclusive Projects (Part 3).mp4	MP4	18.67 MB
098 Capital-budgeting.pdf	PDF	222.85 KB
099 Coding Exercise 8.html	HTML	1016 B

10 --- PART 2 STATISTICS AND HYPOTHESIS TESTING WITH PYTHON NUMPY AND SCIPY ---

100 Overview.pdf	PDF	1022.89 KB
100 Statistics - Overview Terms and Vocabulary.en.srt	SRT	15.05 KB
100 Statistics - Overview Terms and Vocabulary.mp4	MP4	95.73 MB
101 Coding Projects Part 2 - Overview.en.srt	SRT	2.88 KB
101 Coding Projects Part 2 - Overview.mp4	MP4	21.07 MB
101 Python-for-Finance-Projects-Part2.pdf	PDF	462.83 KB
102 Course-Materials-Part2.zip	ZIP	69.13 KB
102 Download of Part 2 Course Materials.en.srt	SRT	5.2 KB
102 Download of Part 2 Course Materials.mp4	MP4	30.19 MB

11 How to perform Descriptive Statistics on Populations and Samples

103 Population vs. Sample.en.srt	SRT	7.9 KB
103 Population vs. Sample.mp4	MP4	43.91 MB
104 Visualizing Frequency Distributions with plt.hist().en.srt	SRT	4.5 KB
104 Visualizing Frequency Distributions with plt.hist().mp4	MP4	22.65 MB
105 Relative and Cumulative Frequencies with plt.hist().en.srt	SRT	5.93 KB
105 Relative and Cumulative Frequencies with plt.hist().mp4	MP4	36.43 MB
106 Central-tend.pdf	PDF	299.27 KB
106 Measures of Central Tendency (Theory).en.srt	SRT	6.47 KB
106 Measures of Central Tendency (Theory).mp4	MP4	20.74 MB
107 Coding Measures of Central Tendency - Mean and Median.en.srt	SRT	4.45 KB
107 Coding Measures of Central Tendency - Mean and Median.mp4	MP4	22.33 MB
108 Coding Measures of Central Tendency - Geometric Mean.en.srt	SRT	4.87 KB
108 Coding Measures of Central Tendency - Geometric Mean.mp4	MP4	16.56 MB
109 Excursus Why Log Returns are useful.en.srt	SRT	3.32 KB
109 Excursus Why Log Returns are useful.mp4	MP4	12.4 MB
110 Dispersion.pdf	PDF	298.92 KB
110 Variability around the Central Tendency Dispersion (Theory).en.srt	SRT	7.83 KB
110 Variability around the Central Tendency Dispersion (Theory).mp4	MP4	27.68 MB
111 Minimum Maximum and Range with PythonNumpy.en.srt	SRT	2.48 KB
111 Minimum Maximum and Range with PythonNumpy.mp4	MP4	12.3 MB
112 Percentiles with PythonNumpy.en.srt	SRT	4.11 KB
112 Percentiles with PythonNumpy.mp4	MP4	17.57 MB
113 Variance and Standard Deviation with PythonNumpy.en.srt	SRT	4 KB
113 Variance and Standard Deviation with PythonNumpy.mp4	MP4	16.35 MB
114 Skew and Kurtosis (Theory).en.srt	SRT	5.24 KB
114 Skew and Kurtosis (Theory).mp4	MP4	18.03 MB
114 skew-kurtosis.pdf	PDF	425.14 KB
115 How to calculate Skew and Kurtosis with scipy.stats.en.srt	SRT	6.86 KB
115 How to calculate Skew and Kurtosis with scipy.stats.mp4	MP4	27.45 MB
116 Coding Exercise 1.html	HTML	1016 B

12 Common Probability Distributions and how to construct Confidence Intervals

117 How to generate Random Numbers with Numpy.en.srt	SRT	5.52 KB
117 How to generate Random Numbers with Numpy.mp4	MP4	25.19 MB
118 Reproducibility with np.random.seed().en.srt	SRT	4.28 KB
118 Reproducibility with np.random.seed().mp4	MP4	17.25 MB
119 Prob-distr.pdf	PDF	477.98 KB
119 Probability Distributions - Overview.en.srt	SRT	7.91 KB
119 Probability Distributions - Overview.mp4	MP4	35.68 MB
120 Discrete Uniform Distributions.en.srt	SRT	7.06 KB
120 Discrete Uniform Distributions.mp4	MP4	28.2 MB
121 Continuous Uniform Distributions.en.srt	SRT	4.7 KB
121 Continuous Uniform Distributions.mp4	MP4	20.11 MB
122 Normal.pdf	PDF	412.36 KB
122 The Normal Distribution (Theory).en.srt	SRT	6.83 KB
122 The Normal Distribution (Theory).mp4	MP4	18.43 MB
123 Creating a normally distributed Random Variable.en.srt	SRT	6.48 KB
123 Creating a normally distributed Random Variable.mp4	MP4	24.11 MB
124 Normal Distribution - Probability Density Function (pdf) with scipy.stats.en.srt	SRT	4.46 KB
124 Normal Distribution - Probability Density Function (pdf) with scipy.stats.mp4	MP4	26.92 MB
125 Normal Distribution - Cumulative Distribution Function (cdf) with scipy.stats.en.srt	SRT	3.25 KB
125 Normal Distribution - Cumulative Distribution Function (cdf) with scipy.stats.mp4	MP4	15.38 MB
126 The Standard Normal Distribution and Z-Values.en.srt	SRT	7.41 KB
126 The Standard Normal Distribution and Z-Values.mp4	MP4	38.63 MB
127 Properties of the Standard Normal Distribution (Theory).en.srt	SRT	3.7 KB
127 Properties of the Standard Normal Distribution (Theory).mp4	MP4	14.84 MB
127 standard-normal.pdf	PDF	393.93 KB
128 Probabilities and Z-Values with scipy.stats.en.srt	SRT	12.74 KB
128 Probabilities and Z-Values with scipy.stats.mp4	MP4	59.27 MB
129 Confidence Intervals with scipy.stats.en.srt	SRT	8.46 KB
129 Confidence Intervals with scipy.stats.mp4	MP4	48.12 MB
130 Coding Exercise 2.html	HTML	1016 B

13 How to estimate Population parameters with Samples - Sampling and Estimation

131 Sample Statistic Sampling Error and Sampling Distribution (Theory).en.srt	SRT	6.45 KB
131 Sample Statistic Sampling Error and Sampling Distribution (Theory).mp4	MP4	33.91 MB
131 Sampling.pdf	PDF	773.8 KB
132 Sampling with np.random.choice().en.srt	SRT	5.06 KB
132 Sampling with np.random.choice().mp4	MP4	20.64 MB
133 Sampling Distribution.en.srt	SRT	4.9 KB
133 Sampling Distribution.mp4	MP4	21.58 MB
134 Standard Error.en.srt	SRT	3.08 KB
134 Standard Error.mp4	MP4	10.65 MB
135 Central Limit Theorem (Coding Part 1).en.srt	SRT	4.99 KB
135 Central Limit Theorem (Coding Part 1).mp4	MP4	26.3 MB
136 Central Limit Theorem (Coding Part 2).en.srt	SRT	6.3 KB
136 Central Limit Theorem (Coding Part 2).mp4	MP4	30.34 MB
137 Central Limit Theorem (Theory).en.srt	SRT	4.42 KB
137 Central Limit Theorem (Theory).mp4	MP4	16.98 MB
137 central-limit-th.pdf	PDF	341.14 KB
138 Point Estimates vs. Confidence Interval Estimates (known Population Variance).en.srt	SRT	5.48 KB
138 Point Estimates vs. Confidence Interval Estimates (known Population Variance).mp4	MP4	23.42 MB
139 The Student s t-distribution What is it and whywhen do we use it.en.srt	SRT	5.63 KB
139 The Student s t-distribution What is it and whywhen do we use it.mp4	MP4	20.14 MB
139 studentsT.pdf	PDF	569.17 KB
140 Unknown Population Variance - the Standard Case (Example 1).en.srt	SRT	5.67 KB
140 Unknown Population Variance - the Standard Case (Example 1).mp4	MP4	26.34 MB
141 Unknown Population Variance - the Standard Case (Example 2).en.srt	SRT	3.63 KB
141 Unknown Population Variance - the Standard Case (Example 2).mp4	MP4	17.8 MB
142 Student s t-Distribution vs. Normal Distribution with scipy.stats.en.srt	SRT	6.3 KB
142 Student s t-Distribution vs. Normal Distribution with scipy.stats.mp4	MP4	29.63 MB
143 Bootstrapping with Python an alternative method without Statistics.en.srt	SRT	6.53 KB
143 Bootstrapping with Python an alternative method without Statistics.mp4	MP4	28.05 MB
144 Coding Exercise 3.html	HTML	1016 B

14 How to perform Hypothesis Tests Z-Tests t-Tests Bootstrapping more

145 Hypothesis Testing (Theory).en.srt	SRT	12.59 KB
145 Hypothesis Testing (Theory).mp4	MP4	50.95 MB
145 Hypothesis.pdf	PDF	507.37 KB
146 Two-tailed Z-Test with known Population Variance.en.srt	SRT	11.4 KB
146 Two-tailed Z-Test with known Population Variance.mp4	MP4	52.74 MB
147 What is the p-value (Theory).en.srt	SRT	4.28 KB
147 What is the p-value (Theory).mp4	MP4	13.03 MB
147 p-value.pdf	PDF	345.54 KB
148 Calculating and interpreting z-statistic and p-value with scipy.stats.en.srt	SRT	4.62 KB
148 Calculating and interpreting z-statistic and p-value with scipy.stats.mp4	MP4	22.19 MB
149 One-tailed Z-Test with known Population Variance.en.srt	SRT	7.32 KB
149 One-tailed Z-Test with known Population Variance.mp4	MP4	31.2 MB
150 Two-tailed t-Test (unknown Population Variance).en.srt	SRT	8.53 KB
150 Two-tailed t-Test (unknown Population Variance).mp4	MP4	38.81 MB
151 One-tailed t-Test (unknown Population Variance).en.srt	SRT	3.7 KB
151 One-tailed t-Test (unknown Population Variance).mp4	MP4	15.56 MB
152 Hypothesis Testing with Bootstrapping.en.srt	SRT	6.54 KB
152 Hypothesis Testing with Bootstrapping.mp4	MP4	32.46 MB
153 Testing for Normality of Financial Returns with scipy.stats.en.srt	SRT	11.79 KB
153 Testing for Normality of Financial Returns with scipy.stats.mp4	MP4	49.49 MB
154 Coding Exercise 4.html	HTML	1016 B

15 -- PART 3 ADVANCED PYTHON MONTE CARLO SIMULATIONS AND VALUE AT RISK (VAR) ---

155 Course-Materials-Part3.zip	ZIP	92.41 KB
155 Overview Download of Course Materials for Part 3.en.srt	SRT	2.79 KB
155 Overview Download of Course Materials for Part 3.mp4	MP4	11.28 MB
156 Coding Projects Part 3 - Overview.en.srt	SRT	3.38 KB
156 Coding Projects Part 3 - Overview.mp4	MP4	18.91 MB
156 Coding-Projects-Part3.pdf	PDF	463.86 KB

16 n-dimensional Numpy Arrays How to work with numerical Tabular Data

157 How to work with nested Lists.en.srt	SRT	5.32 KB
157 How to work with nested Lists.mp4	MP4	18.25 MB
158 2-dimensional Numpy Arrays.en.srt	SRT	4.58 KB
158 2-dimensional Numpy Arrays.mp4	MP4	16.13 MB
159 How to slice 2-dim Numpy Arrays (Part 1).en.srt	SRT	6.61 KB
159 How to slice 2-dim Numpy Arrays (Part 1).mp4	MP4	28.92 MB
160 How to slice 2-dim Numpy Arrays (Part 2).en.srt	SRT	2.36 KB
160 How to slice 2-dim Numpy Arrays (Part 2).mp4	MP4	8.76 MB
161 Recap Changing Elements in a Numpy Array slice.en.srt	SRT	4.47 KB
161 Recap Changing Elements in a Numpy Array slice.mp4	MP4	16.51 MB
162 How to perform row-wise and column-wise Operations.en.srt	SRT	5.42 KB
162 How to perform row-wise and column-wise Operations.mp4	MP4	22.48 MB
163 Reshaping and Transposing 2-dim Numpy Arrays.en.srt	SRT	5.65 KB
163 Reshaping and Transposing 2-dim Numpy Arrays.mp4	MP4	24.65 MB
164 Creating 2-dim Numpy Arrays from Scratch.en.srt	SRT	4.49 KB
164 Creating 2-dim Numpy Arrays from Scratch.mp4	MP4	16.88 MB
165 Arithmetic Vectorized Operations with 2-dim Numpy Arrays.en.srt	SRT	6.3 KB
165 Arithmetic Vectorized Operations with 2-dim Numpy Arrays.mp4	MP4	27.5 MB
166 The keepdims parameter.en.srt	SRT	4.53 KB
166 The keepdims parameter.mp4	MP4	20.76 MB
167 Adding Removing Elements.en.srt	SRT	4.48 KB
167 Adding Removing Elements.mp4	MP4	16.49 MB
168 Merging and Concatenating Numpy Arrays.en.srt	SRT	4.49 KB
168 Merging and Concatenating Numpy Arrays.mp4	MP4	18.72 MB
169 Coding Exercise 1.html	HTML	1016 B

17 How to create your own user-defined Functions

170 Defining your first user-defined Function.en.srt	SRT	7.43 KB
170 Defining your first user-defined Function.mp4	MP4	27.36 MB
171 What s the difference between Positional Arguments vs. Keyword Arguments.en.srt	SRT	7.29 KB
171 What s the difference between Positional Arguments vs. Keyword Arguments.mp4	MP4	36.35 MB
172 How to work with Default Arguments.en.srt	SRT	6.76 KB
172 How to work with Default Arguments.mp4	MP4	28.47 MB
173 The Default Argument None.en.srt	SRT	7.63 KB
173 The Default Argument None.mp4	MP4	26.8 MB
174 How to unpack Iterables.en.srt	SRT	5.64 KB
174 How to unpack Iterables.mp4	MP4	18.62 MB
175 Sequences as arguments and args.en.srt	SRT	6.25 KB
175 Sequences as arguments and args.mp4	MP4	26.26 MB
176 How to return many results.en.srt	SRT	3.3 KB
176 How to return many results.mp4	MP4	13.44 MB
177 Scope - easily explained.en.srt	SRT	10.05 KB
177 Scope - easily explained.mp4	MP4	35.27 MB
178 How to create Nested Functions.en.srt	SRT	6.44 KB
178 How to create Nested Functions.mp4	MP4	30.12 MB
179 Putting it all together - Case Study.en.srt	SRT	13.93 KB
179 Putting it all together - Case Study.mp4	MP4	69.22 MB
180 Coding Exercise 2.html	HTML	1016 B

18 Monte Carlo Simulations and Value-at-Risk (VAR) with Python and Numpy

181 Value-at-Risk.pdf	PDF	251.37 KB
181 What is the Value-at-Risk (VaR) (Theory).en.srt	SRT	6.79 KB
181 What is the Value-at-Risk (VaR) (Theory).mp4	MP4	20.39 MB
182 Analyzing the Data past Performance.en.srt	SRT	5.74 KB
182 Analyzing the Data past Performance.mp4	MP4	25.46 MB
183 How to use the Parametric Method to calculate Value-at-Risk (VaR).en.srt	SRT	5.35 KB
183 How to use the Parametric Method to calculate Value-at-Risk (VaR).mp4	MP4	23.88 MB
184 How to use the Historical Method to calculate Value-at-Risk (VaR).en.srt	SRT	3.37 KB
184 How to use the Historical Method to calculate Value-at-Risk (VaR).mp4	MP4	13.6 MB
185 Monte Carlo Simulations for Value-at-Risk - Parametric (Part 1).en.srt	SRT	6.04 KB
185 Monte Carlo Simulations for Value-at-Risk - Parametric (Part 1).mp4	MP4	29.44 MB
186 Monte Carlo Simulations for Value-at-Risk - Parametric (Part 2).en.srt	SRT	7.51 KB
186 Monte Carlo Simulations for Value-at-Risk - Parametric (Part 2).mp4	MP4	43.53 MB
187 Monte Carlo Simulations for Value-at-Risk - Parametric (Part 3).en.srt	SRT	11.46 KB
187 Monte Carlo Simulations for Value-at-Risk - Parametric (Part 3).mp4	MP4	51.01 MB
188 Monte Carlo Simulations for Value-at-Risk - Bootstrapping (Part 1).en.srt	SRT	7.75 KB
188 Monte Carlo Simulations for Value-at-Risk - Bootstrapping (Part 1).mp4	MP4	41.98 MB
189 Monte Carlo Simulations for Value-at-Risk - Bootstrapping (Part 2).en.srt	SRT	7.9 KB
189 Monte Carlo Simulations for Value-at-Risk - Bootstrapping (Part 2).mp4	MP4	36.11 MB
190 CVaR.pdf	PDF	99.11 KB
190 Conditional Value-at-Risk (CVaR).en.srt	SRT	5.09 KB
190 Conditional Value-at-Risk (CVaR).mp4	MP4	19.47 MB
191 Dynamic path-dependent Simulations (Part 1).en.srt	SRT	9.29 KB
191 Dynamic path-dependent Simulations (Part 1).mp4	MP4	41.54 MB
192 Dynamic path-dependent Simulations (Part 2).en.srt	SRT	12.85 KB
192 Dynamic path-dependent Simulations (Part 2).mp4	MP4	67.44 MB
193 Dynamic path-dependent Simulations (Part 3).en.srt	SRT	3.07 KB
193 Dynamic path-dependent Simulations (Part 3).mp4	MP4	17.74 MB
194 Dynamic path-dependent Simulations (Part 4).en.srt	SRT	11.59 KB
194 Dynamic path-dependent Simulations (Part 4).mp4	MP4	65.49 MB
195 Coding Exercise 3.html	HTML	1016 B

19 --- PART 4 MANAGING (FINANCIAL) DATA WITH PANDAS BEYOND EXCEL ---

196 Introduction.en.srt	SRT	2.09 KB
196 Introduction.mp4	MP4	7.12 MB
197 Course-Materials-Part4.zip	ZIP	5.22 MB
197 Download of Part 4 Course Materials.en.srt	SRT	12.48 KB
197 Download of Part 4 Course Materials.mp4	MP4	68.4 MB
198 Tabular Data and Pandas DataFrames.en.srt	SRT	6.33 KB
198 Tabular Data and Pandas DataFrames.mp4	MP4	23.02 MB

20 Pandas Basics - Starting from Zero

199 First Steps (Inspection of Data Part 1).en.srt	SRT	11.92 KB
199 First Steps (Inspection of Data Part 1).mp4	MP4	53.76 MB
200 First Steps (Inspection of Data Part 2).en.srt	SRT	10.66 KB
200 First Steps (Inspection of Data Part 2).mp4	MP4	42.83 MB
201 Built-in Functions Attributes and Methods.en.srt	SRT	9.89 KB
201 Built-in Functions Attributes and Methods.mp4	MP4	43.9 MB
202 Explore your own Dataset Coding Exercise 1 (Intro).html	HTML	1.02 KB
203 Explore your own Dataset Coding Exercise 1 (Solution).en.srt	SRT	5.73 KB
203 Explore your own Dataset Coding Exercise 1 (Solution).mp4	MP4	34.75 MB
204 Selecting Columns.en.srt	SRT	8.87 KB
204 Selecting Columns.mp4	MP4	33.01 MB
205 Selecting Rows with Square Brackets (not advisable).en.srt	SRT	4.51 KB
205 Selecting Rows with Square Brackets (not advisable).mp4	MP4	18.75 MB
206 Selecting Rows with iloc (position-based indexing).en.srt	SRT	8.48 KB
206 Selecting Rows with iloc (position-based indexing).mp4	MP4	45.9 MB
207 Slicing Rows and Columns with iloc (position-based indexing).en.srt	SRT	6.18 KB
207 Slicing Rows and Columns with iloc (position-based indexing).mp4	MP4	20.57 MB
208 Position-based Indexing Cheat Sheets.html	HTML	1001 B
208 pandas-iloc.pdf	PDF	72 KB
209 Selecting Rows with loc (label-based indexing).en.srt	SRT	6.52 KB
209 Selecting Rows with loc (label-based indexing).mp4	MP4	25.26 MB
210 Slicing Rows and Columns with loc (label-based indexing).en.srt	SRT	12.43 KB
210 Slicing Rows and Columns with loc (label-based indexing).mp4	MP4	80.34 MB
211 Label-based Indexing Cheat Sheets.html	HTML	995 B
211 Pandas-loc.pdf	PDF	67.8 KB
212 Summary and Outlook.en.srt	SRT	11.5 KB
212 Summary and Outlook.mp4	MP4	54.3 MB
213 Coding Exercise 2 (Intro).html	HTML	1 KB
214 Coding Exercise 2 (Solution).en.srt	SRT	7.88 KB
214 Coding Exercise 2 (Solution).mp4	MP4	43.05 MB
GetFreeCourses.Co.url	URL	116 B

21 Pandas Intermediate

215 Intro.html	HTML	1.51 KB
216 First Steps with Pandas Series.en.srt	SRT	8.02 KB
216 First Steps with Pandas Series.mp4	MP4	30.45 MB
217 Analyzing Numerical Series with unique() nunique() and value_counts().en.srt	SRT	14.78 KB
217 Analyzing Numerical Series with unique() nunique() and value_counts().mp4	MP4	60.66 MB
218 UPDATE Pandas Version 0.24.0 (Jan E9).html	HTML	1.22 KB
219 EXCURSUS Updating Pandas Anaconda.en.srt	SRT	7.09 KB
219 EXCURSUS Updating Pandas Anaconda.mp4	MP4	58.41 MB
220 Analyzing non-numerical Series with unique() nunique() value_counts().en.srt	SRT	8.56 KB
220 Analyzing non-numerical Series with unique() nunique() value_counts().mp4	MP4	36.16 MB
221 The copy() method.en.srt	SRT	5.28 KB
221 The copy() method.mp4	MP4	20.75 MB
222 Sorting of Series and Introduction to the inplace - parameter.en.srt	SRT	10.56 KB
222 Sorting of Series and Introduction to the inplace - parameter.mp4	MP4	33.42 MB
223 Coding Exercise 3 (Intro).html	HTML	1 KB
224 Coding Exercise 3 (Solution).en.srt	SRT	5.85 KB
224 Coding Exercise 3 (Solution).mp4	MP4	31.06 MB
225 First Steps with Pandas Index Objects.en.srt	SRT	6.56 KB
225 First Steps with Pandas Index Objects.mp4	MP4	37.15 MB
226 Changing Row Index with set_index() and reset_index().en.srt	SRT	11.83 KB
226 Changing Row Index with set_index() and reset_index().mp4	MP4	63.04 MB
227 Changing Column Labels.en.srt	SRT	3.98 KB
227 Changing Column Labels.mp4	MP4	17.95 MB
228 Renaming Index Column Labels with rename().en.srt	SRT	4.79 KB
228 Renaming Index Column Labels with rename().mp4	MP4	27.99 MB
229 Coding Exercise 4 (Intro).html	HTML	1 KB
230 Coding Exercise 4 (Solution).en.srt	SRT	4.36 KB
230 Coding Exercise 4 (Solution).mp4	MP4	23.47 MB
231 Sorting DataFrames with sort_index() and sort_values().en.srt	SRT	10.71 KB
231 Sorting DataFrames with sort_index() and sort_values().mp4	MP4	44.25 MB
232 nunique() and nlargest() nsmallest() with DataFrames.en.srt	SRT	6.3 KB
232 nunique() and nlargest() nsmallest() with DataFrames.mp4	MP4	26.7 MB
233 Filtering DataFrames (one Condition).en.srt	SRT	12.54 KB
233 Filtering DataFrames (one Condition).mp4	MP4	44.83 MB
234 Filtering DataFrames by many Conditions (AND).en.srt	SRT	5.14 KB
234 Filtering DataFrames by many Conditions (AND).mp4	MP4	21.24 MB
235 Filtering DataFrames by many Conditions (OR).en.srt	SRT	5.83 KB
235 Filtering DataFrames by many Conditions (OR).mp4	MP4	25.81 MB
236 Advanced Filtering with between() isin() and ~.en.srt	SRT	8.96 KB
236 Advanced Filtering with between() isin() and ~.mp4	MP4	54.42 MB
237 any() and all().en.srt	SRT	4.64 KB
237 any() and all().mp4	MP4	14.26 MB
238 Coding Exercise 5 (Intro).html	HTML	1 KB
239 Coding Exercise 5 (Solution).en.srt	SRT	9.56 KB
239 Coding Exercise 5 (Solution).mp4	MP4	62.92 MB
240 Intro to NA Values missing Values.en.srt	SRT	10.66 KB
240 Intro to NA Values missing Values.mp4	MP4	38.18 MB
241 Handling NA Values missing Values.en.srt	SRT	13.04 KB
241 Handling NA Values missing Values.mp4	MP4	56.25 MB
242 Exporting DataFrames to csv.en.srt	SRT	2.77 KB
242 Exporting DataFrames to csv.mp4	MP4	10.58 MB
243 Summary Statistics and Accumulations.en.srt	SRT	11.72 KB
243 Summary Statistics and Accumulations.mp4	MP4	46.94 MB
244 The agg() method.en.srt	SRT	4.15 KB
244 The agg() method.mp4	MP4	18.85 MB
245 Coding Exercise 6 (Intro).html	HTML	1 KB
246 Coding Exercise 6 (Solution).en.srt	SRT	12.4 KB
246 Coding Exercise 6 (Solution).mp4	MP4	72.82 MB

22 Data Visualization with Pandas Matplotlib and Seaborn

247 Intro.html	HTML	2.11 KB
248 Visualization with Matplotlib (Intro).en.srt	SRT	10.86 KB
248 Visualization with Matplotlib (Intro).mp4	MP4	59.11 MB
249 Customization of Plots.en.srt	SRT	13.86 KB
249 Customization of Plots.mp4	MP4	84.13 MB
250 Histogramms (Part 1).en.srt	SRT	5.29 KB
250 Histogramms (Part 1).mp4	MP4	20.48 MB
251 Histogramms (Part 2).en.srt	SRT	7.99 KB
251 Histogramms (Part 2).mp4	MP4	28.86 MB
252 Scatterplots.en.srt	SRT	8.12 KB
252 Scatterplots.mp4	MP4	29.45 MB
253 First Steps with Seaborn.en.srt	SRT	7.01 KB
253 First Steps with Seaborn.mp4	MP4	18.24 MB
254 Categorical Seaborn Plots.en.srt	SRT	17.06 KB
254 Categorical Seaborn Plots.mp4	MP4	70.73 MB
255 Seaborn Regression Plots.en.srt	SRT	13.87 KB
255 Seaborn Regression Plots.mp4	MP4	66.51 MB
256 Seaborn Heatmaps.en.srt	SRT	10.29 KB
256 Seaborn Heatmaps.mp4	MP4	35.71 MB
257 Coding Exercise 7 (Intro).html	HTML	1 KB
258 Coding Exercise 7 (Solution).en.srt	SRT	8.34 KB
258 Coding Exercise 7 (Solution).mp4	MP4	54.06 MB

23 Pandas Advanced

259 Intro.html	HTML	1.19 KB
260 Removing Columns.en.srt	SRT	6.01 KB
260 Removing Columns.mp4	MP4	29.61 MB
261 Removing Rows.en.srt	SRT	8.11 KB
261 Removing Rows.mp4	MP4	41.36 MB
262 Adding new Columns to a DataFrame.en.srt	SRT	3.85 KB
262 Adding new Columns to a DataFrame.mp4	MP4	15.05 MB
263 Arithmetic Operations (Part 1).en.srt	SRT	14.74 KB
263 Arithmetic Operations (Part 1).mp4	MP4	52.78 MB
264 Arithmetic Operations (Part 2).en.srt	SRT	14.46 KB
264 Arithmetic Operations (Part 2).mp4	MP4	48.71 MB
265 Creating DataFrames from Scratch with pd.DataFrame().en.srt	SRT	9.75 KB
265 Creating DataFrames from Scratch with pd.DataFrame().mp4	MP4	43.39 MB
266 Adding new Rows (Hands-on).en.srt	SRT	3.76 KB
266 Adding new Rows (Hands-on).mp4	MP4	16.99 MB
267 Adding new Rows to a DataFrame.en.srt	SRT	15.65 KB
267 Adding new Rows to a DataFrame.mp4	MP4	76.19 MB
268 Manipulating Elements in a DataFrame.en.srt	SRT	5.67 KB
268 Manipulating Elements in a DataFrame.mp4	MP4	25.93 MB
269 Coding Exercise 8 (Intro).html	HTML	1 KB
270 Coding Exercise 8 (Solution).en.srt	SRT	7.37 KB
270 Coding Exercise 8 (Solution).mp4	MP4	47.87 MB
271 Introduction to GroupBy Operations.en.srt	SRT	2.62 KB
271 Introduction to GroupBy Operations.mp4	MP4	8.09 MB
272 Understanding the GroupBy Object.en.srt	SRT	9.77 KB
272 Understanding the GroupBy Object.mp4	MP4	39.41 MB
273 Splitting with many Keys.en.srt	SRT	8.15 KB
273 Splitting with many Keys.mp4	MP4	42.23 MB
274 split-apply-combine.en.srt	SRT	11.68 KB
274 split-apply-combine.mp4	MP4	40.1 MB
275 split-apply-combine applied.en.srt	SRT	14.21 KB
275 split-apply-combine applied.mp4	MP4	59.11 MB
276 Hierarchical Indexing with Groupby.en.srt	SRT	7.52 KB
276 Hierarchical Indexing with Groupby.mp4	MP4	27 MB
277 stack() and unstack().en.srt	SRT	16.63 KB
277 stack() and unstack().mp4	MP4	66.07 MB
278 Coding Exercise 9 (Intro).html	HTML	1 KB
279 Coding Exercise 9 (Solution).en.srt	SRT	7.43 KB
279 Coding Exercise 9 (Solution).mp4	MP4	37.74 MB

24 Managing Time Series and Financial Data with Pandas

280 Importing Time Series Data from csv-files.en.srt	SRT	9.58 KB
280 Importing Time Series Data from csv-files.mp4	MP4	34.41 MB
281 Converting strings to datetime objects with pd.to_datetime().en.srt	SRT	11.12 KB
281 Converting strings to datetime objects with pd.to_datetime().mp4	MP4	48.85 MB
282 Initial Analysis Visualization of Time Series.en.srt	SRT	6.8 KB
282 Initial Analysis Visualization of Time Series.mp4	MP4	28.93 MB
283 Indexing and Slicing Time Series.en.srt	SRT	8.53 KB
283 Indexing and Slicing Time Series.mp4	MP4	40.63 MB
284 Creating a customized DatetimeIndex with pd.date_range().en.srt	SRT	18.05 KB
284 Creating a customized DatetimeIndex with pd.date_range().mp4	MP4	93.69 MB
285 More on pd.date_range().en.srt	SRT	3.54 KB
285 More on pd.date_range().mp4	MP4	9.77 MB
286 Coding Exercise 10 (intro).html	HTML	1 KB
287 Coding Exercise 10 (Solution).en.srt	SRT	6.22 KB
287 Coding Exercise 10 (Solution).mp4	MP4	38.42 MB
288 Downsampling Time Series with resample() (Part 1).en.srt	SRT	16.35 KB
288 Downsampling Time Series with resample() (Part 1).mp4	MP4	72.16 MB
289 Downsampling Time Series with resample (Part 2).en.srt	SRT	9.96 KB
289 Downsampling Time Series with resample (Part 2).mp4	MP4	41.45 MB
290 The PeriodIndex object.en.srt	SRT	7.1 KB
290 The PeriodIndex object.mp4	MP4	33.44 MB
291 Advanced Indexing with reindex().en.srt	SRT	10.17 KB
291 Advanced Indexing with reindex().mp4	MP4	42.2 MB
292 Coding Exercise 11 (intro).html	HTML	1 KB
293 Coding Exercise 11 (Solution).en.srt	SRT	6.08 KB
293 Coding Exercise 11 (Solution).mp4	MP4	38.21 MB
294 Getting Ready (Installing required library).en.srt	SRT	2.71 KB
294 Getting Ready (Installing required library).mp4	MP4	15.32 MB
295 Importing Stock Price Data from Yahoo Finance (it still works).en.srt	SRT	9.96 KB
295 Importing Stock Price Data from Yahoo Finance (it still works).mp4	MP4	58.48 MB
296 Initial Inspection and Visualization.en.srt	SRT	6.03 KB
296 Initial Inspection and Visualization.mp4	MP4	36.35 MB
297 Normalizing Time Series to a Base Value (100).en.srt	SRT	7.71 KB
297 Normalizing Time Series to a Base Value (100).mp4	MP4	37.35 MB
298 The shift() method.en.srt	SRT	8.51 KB
298 The shift() method.mp4	MP4	29.49 MB
299 The methods diff() and pct_change().en.srt	SRT	8.38 KB
299 The methods diff() and pct_change().mp4	MP4	32.72 MB
300 Measuring Stock Performance with MEAN Returns and STD of Returns.en.srt	SRT	10.55 KB
300 Measuring Stock Performance with MEAN Returns and STD of Returns.mp4	MP4	34.87 MB
301 Financial Time Series - Return and Risk.en.srt	SRT	9.9 KB
301 Financial Time Series - Return and Risk.mp4	MP4	44.9 MB
302 Financial Time Series - Covariance and Correlation.en.srt	SRT	5.55 KB
302 Financial Time Series - Covariance and Correlation.mp4	MP4	21.04 MB
303 Importing Financial Data from Excel.en.srt	SRT	12.73 KB
303 Importing Financial Data from Excel.mp4	MP4	77.87 MB
304 Merging Aligning Financial Time Series (hands-on).en.srt	SRT	5.82 KB
304 Merging Aligning Financial Time Series (hands-on).mp4	MP4	25.9 MB
305 Coding Exercise 12 (intro).html	HTML	1 KB
306 Coding Exercise 12 (Solution).en.srt	SRT	8.94 KB
306 Coding Exercise 12 (Solution).mp4	MP4	47.76 MB

25 Creating analyzing and optimizing Financial Portfolios with Python

307 Intro.en.srt	SRT	4.77 KB
307 Intro.mp4	MP4	17.24 MB
308 Getting the Data.en.srt	SRT	2.58 KB
308 Getting the Data.mp4	MP4	12.24 MB
309 Creating the equally-weighted Portfolio.en.srt	SRT	9.87 KB
309 Creating the equally-weighted Portfolio.mp4	MP4	45.78 MB
310 Creating many random Portfolios with Python.en.srt	SRT	13.51 KB
310 Creating many random Portfolios with Python.mp4	MP4	72.48 MB
311 What is the Sharpe Ratio and a Risk Free Asset.en.srt	SRT	5.43 KB
311 What is the Sharpe Ratio and a Risk Free Asset.mp4	MP4	16.87 MB
312 Portfolio Analysis and the Sharpe Ratio with Python.en.srt	SRT	8.25 KB
312 Portfolio Analysis and the Sharpe Ratio with Python.mp4	MP4	44.86 MB
313 Finding the Optimal Portfolio.en.srt	SRT	8.37 KB
313 Finding the Optimal Portfolio.mp4	MP4	39.05 MB
314 Sharpe Ratio - visualized and explained.en.srt	SRT	6 KB
314 Sharpe Ratio - visualized and explained.mp4	MP4	23.23 MB
315 Coding Exercise 13 (Intro).html	HTML	1 KB
316 Coding Exercise 13 (Solution).en.srt	SRT	11.96 KB
316 Coding Exercise 13 (Solution).mp4	MP4	77.7 MB
317 Intro CAPM.en.srt	SRT	2.28 KB
317 Intro CAPM.mp4	MP4	7.99 MB
318 Capital Market Line (CML) Two-Fund-Theorem.en.srt	SRT	3.95 KB
318 Capital Market Line (CML) Two-Fund-Theorem.mp4	MP4	15.81 MB
319 The Portfolio Diversification Effect.en.srt	SRT	15.09 KB
319 The Portfolio Diversification Effect.mp4	MP4	70.99 MB
320 Systematic vs. unsystematic Risk.en.srt	SRT	14.18 KB
320 Systematic vs. unsystematic Risk.mp4	MP4	59.51 MB
321 Capital Asset Pricing Model (CAPM) Security Market Line (SLM).en.srt	SRT	8.68 KB
321 Capital Asset Pricing Model (CAPM) Security Market Line (SLM).mp4	MP4	39.19 MB
322 Beta and Alpha.en.srt	SRT	8.75 KB
322 Beta and Alpha.mp4	MP4	33.6 MB
323 Redefining the Market Portfolio.en.srt	SRT	8.59 KB
323 Redefining the Market Portfolio.mp4	MP4	36.67 MB
324 Cyclical vs. non-cyclical Stocks - another Intuition on Beta.en.srt	SRT	7.47 KB
324 Cyclical vs. non-cyclical Stocks - another Intuition on Beta.mp4	MP4	32.71 MB
325 Coding Exercise 14 (Intro).html	HTML	1 KB
326 Coding Exercise 14 (Solution).en.srt	SRT	10.26 KB
326 Coding Exercise 14 (Solution).mp4	MP4	59.21 MB

26 --- PART 5 REGRESSION ANALYSIS (A MUST-HAVE FOR MACHINE LEARNING) ---

327 Introduction to Regression Analysis.en.srt	SRT	6.06 KB
327 Introduction to Regression Analysis.mp4	MP4	50.63 MB
328 Coding Projects Part 5 - Overview.en.srt	SRT	2.79 KB
328 Coding Projects Part 5 - Overview.mp4	MP4	16.49 MB
328 Coding-Projects-Part5.pdf	PDF	636.64 KB
329 Course-Materials-Part5.zip	ZIP	25.69 MB
329 Download of Part 5 Course Materials.html	HTML	995 B

27 Correlation and Regression

330 Cleaning and preparing the Data - Movies Database (Part 1).en.srt	SRT	7.59 KB
330 Cleaning and preparing the Data - Movies Database (Part 1).mp4	MP4	47.03 MB
331 Cleaning and preparing the Data - Movies Database (Part 2).en.srt	SRT	7.07 KB
331 Cleaning and preparing the Data - Movies Database (Part 2).mp4	MP4	31.12 MB
332 Cov-Corr.pdf	PDF	228.13 KB
332 Covariance and Correlation Coefficient (Theory).en.srt	SRT	8.79 KB
332 Covariance and Correlation Coefficient (Theory).mp4	MP4	27.58 MB
333 How to calculate Covariance and Correlation in Python.en.srt	SRT	6.28 KB
333 How to calculate Covariance and Correlation in Python.mp4	MP4	23.98 MB
334 Correlation and Scatterplots visual Interpretation.en.srt	SRT	6.15 KB
334 Correlation and Scatterplots visual Interpretation.mp4	MP4	20 MB
334 Visual.pdf	PDF	118.59 KB
335 Creating a Confidence Interval for the Correlation Coefficient (Bootstrapping).en.srt	SRT	9.05 KB
335 Creating a Confidence Interval for the Correlation Coefficient (Bootstrapping).mp4	MP4	38.94 MB
336 Testing for Correlation (t-Test).en.srt	SRT	4.17 KB
336 Testing for Correlation (t-Test).mp4	MP4	16.57 MB
337 Regression.pdf	PDF	150.15 KB
337 What is Linear Regression (Theory).en.srt	SRT	3.25 KB
337 What is Linear Regression (Theory).mp4	MP4	11.64 MB
338 A simple Linear Regression Model with numpy Scipy.en.srt	SRT	7.9 KB
338 A simple Linear Regression Model with numpy Scipy.mp4	MP4	39.72 MB
339 Coeff.pdf	PDF	177.7 KB
339 How to interpret Intercept and Slope Coefficient.en.srt	SRT	3.29 KB
339 How to interpret Intercept and Slope Coefficient.mp4	MP4	12.33 MB
340 Case Study (Part 1) The Market Model (Single Factor Model).en.srt	SRT	5.77 KB
340 Case Study (Part 1) The Market Model (Single Factor Model).mp4	MP4	26.32 MB
341 Case Study (Part 2) The Market Model (Single Factor Model).en.srt	SRT	2.87 KB
341 Case Study (Part 2) The Market Model (Single Factor Model).mp4	MP4	10.31 MB
342 Coding Exercise 1.html	HTML	1016 B

28 OLS Regression ANOVA and Hypothesis Testing

343 OLS (Ordinary Least Squares) Regression (Theory).en.srt	SRT	2.85 KB
343 OLS (Ordinary Least Squares) Regression (Theory).mp4	MP4	7.26 MB
343 OLS.pdf	PDF	147.82 KB
344 OLS Regression with statsmodels - Intro.en.srt	SRT	11.45 KB
344 OLS Regression with statsmodels - Intro.mp4	MP4	48.78 MB
345 ANOVA.pdf	PDF	267.08 KB
345 OLS Regression - ANOVA (Theory).en.srt	SRT	10.71 KB
345 OLS Regression - ANOVA (Theory).mp4	MP4	36.35 MB
346 OLS Regression with Statsmodels - ANOVA.en.srt	SRT	3.87 KB
346 OLS Regression with Statsmodels - ANOVA.mp4	MP4	17.82 MB
347 Coefficient of Determination (R squared).en.srt	SRT	2.28 KB
347 Coefficient of Determination (R squared).mp4	MP4	6.88 MB
348 OLS Regression with statsmodels and DataFrames.en.srt	SRT	5.06 KB
348 OLS Regression with statsmodels and DataFrames.mp4	MP4	22.04 MB
349 Confidence Intervals for Regression Coefficients - Bootstrapping.en.srt	SRT	12.2 KB
349 Confidence Intervals for Regression Coefficients - Bootstrapping.mp4	MP4	53.48 MB
350 Hypothesis Testing of Regression Coefficients (Theory).en.srt	SRT	4.58 KB
350 Hypothesis Testing of Regression Coefficients (Theory).mp4	MP4	15.51 MB
350 Testing.pdf	PDF	222.57 KB
351 Hypothesis Testing of Regression Coefficients with statsmodels.en.srt	SRT	4.56 KB
351 Hypothesis Testing of Regression Coefficients with statsmodels.mp4	MP4	17.77 MB
352 Regression Analysis with statsmodels - the Summary Table.en.srt	SRT	4.69 KB
352 Regression Analysis with statsmodels - the Summary Table.mp4	MP4	20.94 MB
353 Case Study (Part 3) The Market Model (Single Factor Model).en.srt	SRT	5.89 KB
353 Case Study (Part 3) The Market Model (Single Factor Model).mp4	MP4	28.93 MB
354 Coding Exercise 2.html	HTML	1016 B

29 Multiple Regression Models

355 Multiple Regression (Theory).en.srt	SRT	7.62 KB
355 Multiple Regression (Theory).mp4	MP4	25.94 MB
355 Multiple-Reg.pdf	PDF	163.99 KB
356 Movies Dataset - Preparing the Data.en.srt	SRT	8.77 KB
356 Movies Dataset - Preparing the Data.mp4	MP4	49.6 MB
357 Multiple Regression Analysis with statsmodels.en.srt	SRT	6.11 KB
357 Multiple Regression Analysis with statsmodels.mp4	MP4	31.27 MB
358 Coefficient of Determination (Adjusted R squared).en.srt	SRT	3.46 KB
358 Coefficient of Determination (Adjusted R squared).mp4	MP4	15.02 MB
358 Rsquared-adjusted.pdf	PDF	132.04 KB
359 Regression Coefficients Hypothesis Testing Model Specification.en.srt	SRT	10.13 KB
359 Regression Coefficients Hypothesis Testing Model Specification.mp4	MP4	53.61 MB
360 F-Test.pdf	PDF	155.68 KB
360 How to test the Significance of the Model as a whole (F-Test).en.srt	SRT	5.96 KB
360 How to test the Significance of the Model as a whole (F-Test).mp4	MP4	20.33 MB
361 Creating and working with Dummy Variables (Part 1).en.srt	SRT	9.93 KB
361 Creating and working with Dummy Variables (Part 1).mp4	MP4	54.41 MB
362 Creating and working with Dummy Variables (Part 2).en.srt	SRT	8.38 KB
362 Creating and working with Dummy Variables (Part 2).mp4	MP4	43.97 MB
363 Coding Exercise 3.html	HTML	1016 B

30 Case Study Multi-Factor Models (Fama-French)

364 Fama-French An Introduction.en.srt	SRT	16.11 KB
364 Fama-French An Introduction.mp4	MP4	52.56 MB
364 Fama-French.pdf	PDF	322.15 KB
365 Single-Factor Models with the Fama-French Market Portfolio (Part 1).en.srt	SRT	9.57 KB
365 Single-Factor Models with the Fama-French Market Portfolio (Part 1).mp4	MP4	63.57 MB
366 Single-Factor Models with the Fama-French Market Portfolio (Part 2).en.srt	SRT	7.52 KB
366 Single-Factor Models with the Fama-French Market Portfolio (Part 2).mp4	MP4	39.08 MB
367 Size-Value.pdf	PDF	188.85 KB
367 The Factors Size Value.en.srt	SRT	10.95 KB
367 The Factors Size Value.mp4	MP4	49.08 MB
368 How to create a Fama-French Three-Factor Model.en.srt	SRT	8.83 KB
368 How to create a Fama-French Three-Factor Model.mp4	MP4	55.42 MB
369 Profitability-Investment.pdf	PDF	190.15 KB
369 The Factors Profitability and Investment.en.srt	SRT	5.91 KB
369 The Factors Profitability and Investment.mp4	MP4	21.81 MB
370 How to create a Fama-French Five-Factor Model.en.srt	SRT	6.52 KB
370 How to create a Fama-French Five-Factor Model.mp4	MP4	46.58 MB
371 Coding Exercise 4.html	HTML	1016 B
GetFreeCourses.Co.url	URL	116 B

31 Issues in Linear Regression Analysis and Logistic Regression

372 Linear Regression - not that easy.en.srt	SRT	5.79 KB
372 Linear Regression - not that easy.mp4	MP4	24.27 MB
373 Detecting and Handling Outliers (Part 1).en.srt	SRT	10.6 KB
373 Detecting and Handling Outliers (Part 1).mp4	MP4	67.97 MB
374 Detecting and Handling Outliers (Part 2).en.srt	SRT	3.23 KB
374 Detecting and Handling Outliers (Part 2).mp4	MP4	21.54 MB
375 Non-Linear Relationships - Feature Transformation.en.srt	SRT	5.42 KB
375 Non-Linear Relationships - Feature Transformation.mp4	MP4	22.64 MB
376 Detecting and Handling Multicollinearity.en.srt	SRT	8.88 KB
376 Detecting and Handling Multicollinearity.mp4	MP4	48.52 MB
377 Detecting and Correcting Heteroskedasticity.en.srt	SRT	10.53 KB
377 Detecting and Correcting Heteroskedasticity.mp4	MP4	61.3 MB
378 Detecting and Handling Serial Correlation (Autocorrelation).en.srt	SRT	13.79 KB
378 Detecting and Handling Serial Correlation (Autocorrelation).mp4	MP4	79.35 MB
379 Logistic Regression (Theory).en.srt	SRT	4.59 KB
379 Logistic Regression (Theory).mp4	MP4	15.05 MB
379 Logistic-Regression.pdf	PDF	239.82 KB
380 Logistic Regression with statsmodels (Part 1).en.srt	SRT	5.72 KB
380 Logistic Regression with statsmodels (Part 1).mp4	MP4	31.14 MB
381 Logistic Regression with statsmodels (Part 2).en.srt	SRT	7.57 KB
381 Logistic Regression with statsmodels (Part 2).mp4	MP4	40.77 MB

32 What s next

382 Get your special BONUS here.html

HTML

3.23 KB

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

Description

									Show full description
								

Related Torrents

TORRENT NAME	SIZE	FILES	AGE	SEED	LEECH	SOURCE
Udemy - The Complete Sora 2 Course - Learn AI Video Creation Posted by freecoursewb in Other Posted in Other 25 612.9 MB 5 months ago freecoursewb	Size 612.9 MB	Files 9	Age 5 months ago	Seeds 25	Leechs 3	Source
Udemy - Functional Skills English Entry Levels 1, 2 and 3 Complete Posted by freecoursewb in Other Posted in Other 2 577 MB 8 months ago freecoursewb	Size 577 MB	Files 15	Age 8 months ago	Seeds 2	Leechs 0	Source
Spanish for Beginners - Complete Spanish Course - Chapter 2 Posted by freecoursewb in Other Posted in Other 0 917 MB 1 year ago freecoursewb	Size 917 MB	Files 47	Age 1 year ago	Seeds 0	Leechs 1	Source
Udemy - 100 Days of Code The Complete Python Pro Bootcamp 2025-2 Posted by muhitos in Other Posted in Other 0 17.97 GB 1 year ago muhitos	Size 17.97 GB	Files 2690	Age 1 year ago	Seeds 0	Leechs 0	Source
TVT \| The Volume Traders 2.0 [Complete Course] [FCO] Posted by Prom3th3uS in Other Posted in Other 0 22.21 GB 2 years ago Prom3th3uS	Size 22.21 GB	Files 173	Age 2 years ago	Seeds 0	Leechs 2	Source

Complete 2-in-1 Python for Business and Finance Bootcamp

Torrent Contents Size: 10.97 GB

Description

Related Torrents

Location

Trackers

Latest News

Latest Searches

Sites In Our Index

Popular Tags

Tracker name
udp://tracker.coppersurfer.tk:6969/announce
udp://9.rarbg.me:2850/announce
udp://9.rarbg.to:2920/announce
udp://tracker.opentrackr.org:1337
udp://tracker.leechers-paradise.org:6969/announce