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Python for Finance: Investment Fundamentals & Data Analytics
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Requirements

    You’ll need to install Anaconda. We will show you how to do it in one of the first lectures of the course
    All software and data used in the course is free

Description


Do you want to learn how to use Python in a working environment?

Are you a young professional interested in a career in Data Science?   

Read More At: https://www.udemy.com/course/python-for-finance-investment-fundamentals-data-analytics/

01. Welcome! Course Introduction/1. What Does the Course Cover.mp413.06 MiB
01. Welcome! Course Introduction/1. What Does the Course Cover.vtt6.32 KiB
01. Welcome! Course Introduction/2. Download Useful Resources - Exercises and Solutions.mp48.21 MiB
01. Welcome! Course Introduction/2. Download Useful Resources - Exercises and Solutions.vtt3.21 KiB
01. Welcome! Course Introduction/2.1 Course Resources - Complete Package.html134 B
02. Introduction to programming with Python/1. Programming Explained in 5 Minutes.mp414.9 MiB
02. Introduction to programming with Python/1. Programming Explained in 5 Minutes.vtt6.08 KiB
02. Introduction to programming with Python/1.1 Python for Finance - Course Notes - Part I.pdf.pdf2.23 MiB
02. Introduction to programming with Python/10. Jupyter’s Interface.html163 B
02. Introduction to programming with Python/11. Python 2 vs Python 3 What's the Difference.mp413.58 MiB
02. Introduction to programming with Python/11. Python 2 vs Python 3 What's the Difference.vtt3.1 KiB
02. Introduction to programming with Python/11.1 Python for Finance - Course Notes - Part I.pdf.pdf2.28 MiB
02. Introduction to programming with Python/2. Programming Explained in 5 Minutes.html163 B
02. Introduction to programming with Python/3. Why Python.mp415.66 MiB
02. Introduction to programming with Python/3. Why Python.vtt6.1 KiB
02. Introduction to programming with Python/4. Why Python.html163 B
02. Introduction to programming with Python/5. Why Jupyter.mp49.86 MiB
02. Introduction to programming with Python/5. Why Jupyter.vtt4.09 KiB
02. Introduction to programming with Python/6. Why Jupyter.html163 B
02. Introduction to programming with Python/7. Installing Python and Jupyter.mp454.43 MiB
02. Introduction to programming with Python/7. Installing Python and Jupyter.vtt6.23 KiB
02. Introduction to programming with Python/8. Jupyter’s Interface – the Dashboard.mp44.3 MiB
02. Introduction to programming with Python/8. Jupyter’s Interface – the Dashboard.vtt3.25 KiB
02. Introduction to programming with Python/9. Jupyter’s Interface – Prerequisites for Coding.mp412.31 MiB
02. Introduction to programming with Python/9. Jupyter’s Interface – Prerequisites for Coding.vtt6.76 KiB
02. Introduction to programming with Python/9.1 Jupyter_Shortcuts.pdf.pdf589.59 KiB
03. Python Variables and Data Types/1. Variables.mp426.61 MiB
03. Python Variables and Data Types/1. Variables.vtt5.35 KiB
03. Python Variables and Data Types/1.1 Variables - Resources.html134 B
03. Python Variables and Data Types/2. Variables.html163 B
03. Python Variables and Data Types/3. Numbers and Boolean Values.mp44.46 MiB
03. Python Variables and Data Types/3. Numbers and Boolean Values.vtt3.14 KiB
03. Python Variables and Data Types/3.1 Numbers and Boolean Values - Resources.html134 B
03. Python Variables and Data Types/4. Numbers and Boolean Values.html163 B
03. Python Variables and Data Types/5. Strings.mp49.07 MiB
03. Python Variables and Data Types/5. Strings.vtt7.41 KiB
03. Python Variables and Data Types/5.1 Strings - Resources.html134 B
03. Python Variables and Data Types/6. Strings.html163 B
04. Basic Python Syntax/1. Arithmetic Operators.mp45.01 MiB
04. Basic Python Syntax/1. Arithmetic Operators.vtt3.61 KiB
04. Basic Python Syntax/1.1 Arithmetic Operators - Resources.html134 B
04. Basic Python Syntax/10. Indexing Elements.mp41.83 MiB
04. Basic Python Syntax/10. Indexing Elements.vtt1.47 KiB
04. Basic Python Syntax/10.1 Indexing Elements - Resources.html134 B
04. Basic Python Syntax/11. Indexing Elements.html163 B
04. Basic Python Syntax/12. Structure Your Code with Indentation.mp42.2 MiB
04. Basic Python Syntax/12. Structure Your Code with Indentation.vtt1.9 KiB
04. Basic Python Syntax/12.1 Structure Your Code with Indentation - Resources.html134 B
04. Basic Python Syntax/13. Structure Your Code with Indentation.html163 B
04. Basic Python Syntax/2. Arithmetic Operators.html163 B
04. Basic Python Syntax/3. The Double Equality Sign.mp41.94 MiB
04. Basic Python Syntax/3. The Double Equality Sign.vtt1.59 KiB
04. Basic Python Syntax/3.1 The Double Equality Sign - Resources.html134 B
04. Basic Python Syntax/4. The Double Equality Sign.html163 B
04. Basic Python Syntax/5. Reassign Values.mp41.43 MiB
04. Basic Python Syntax/5. Reassign Values.vtt1.13 KiB
04. Basic Python Syntax/5.1 Reassign Values - Resources.html134 B
04. Basic Python Syntax/6. Reassign values.html163 B
04. Basic Python Syntax/7. Add Comments.mp41.74 MiB
04. Basic Python Syntax/7. Add Comments.vtt1.52 KiB
04. Basic Python Syntax/7.1 Add Comments - Resources.html134 B
04. Basic Python Syntax/8. Add Comments.html163 B
04. Basic Python Syntax/9. Line Continuation.mp41007.08 KiB
04. Basic Python Syntax/9. Line Continuation.vtt999 B
04. Basic Python Syntax/9.1 Line Continuation - Resources.html134 B
05. Python Operators Continued/1. Comparison Operators.mp42.89 MiB
05. Python Operators Continued/1. Comparison Operators.vtt2.14 KiB
05. Python Operators Continued/1.1 Comparison Operators - Resources.html134 B
05. Python Operators Continued/2. Comparison Operators.html163 B
05. Python Operators Continued/3. Logical and Identity Operators.mp47.87 MiB
05. Python Operators Continued/3. Logical and Identity Operators.vtt4.92 KiB
05. Python Operators Continued/3.1 Logical and Identity Operators - Resources.html134 B
05. Python Operators Continued/4. Logical and Identity Operators.html163 B
06. Conditional Statements/1. Introduction to the IF statement.mp44.06 MiB
06. Conditional Statements/1. Introduction to the IF statement.vtt3.12 KiB
06. Conditional Statements/1.1 Introduction to the IF statement - Resources.html134 B
06. Conditional Statements/2. Introduction to the IF statement.html163 B
06. Conditional Statements/3. Add an ELSE statement.mp43.63 MiB
06. Conditional Statements/3. Add an ELSE statement.vtt2.48 KiB
06. Conditional Statements/3.1 Add an ELSE statement - Resources.html134 B
06. Conditional Statements/4. Else if, for Brief – ELIF.mp48.15 MiB
06. Conditional Statements/4. Else if, for Brief – ELIF.vtt5.79 KiB
06. Conditional Statements/4.1 Else If, for Brief - ELIF - Resources.html134 B
06. Conditional Statements/5. A Note on Boolean values.mp43.28 MiB
06. Conditional Statements/5. A Note on Boolean values.vtt2.5 KiB
06. Conditional Statements/5.1 A Note on Boolean values - Resources.html134 B
06. Conditional Statements/6. A Note on Boolean Values.html163 B
07. Python Functions/1. Defining a Function in Python.mp42.55 MiB
07. Python Functions/1. Defining a Function in Python.vtt2.2 KiB
07. Python Functions/1.1 Defining a Function in Python - Resources.html134 B
07. Python Functions/2. Creating a Function with a Parameter.mp45.79 MiB
07. Python Functions/2. Creating a Function with a Parameter.vtt3.76 KiB
07. Python Functions/2.1 Creating a Function with a Parameter - Resources.html134 B
07. Python Functions/3. Another Way to Define a Function.mp43.65 MiB
07. Python Functions/3. Another Way to Define a Function.vtt2.7 KiB
07. Python Functions/4. Another Way to Define a Function.html164 B
07. Python Functions/5. Using a Function in another Function.mp42.29 MiB
07. Python Functions/5. Using a Function in another Function.vtt1.78 KiB
07. Python Functions/5.1 Using a Function in another Function - Resources.html134 B
07. Python Functions/6. Combining Conditional Statements and Functions.mp44.34 MiB
07. Python Functions/6. Combining Conditional Statements and Functions.vtt3.08 KiB
07. Python Functions/6.1 Combining Conditional Statements and Functions - Resources.html134 B
07. Python Functions/7. Creating Functions Containing a Few Arguments.mp41.8 MiB
07. Python Functions/7. Creating Functions Containing a Few Arguments.vtt1.13 KiB
07. Python Functions/8. Notable Built-in Functions in Python.mp45.83 MiB
07. Python Functions/8. Notable Built-in Functions in Python.vtt3.65 KiB
07. Python Functions/8.1 Notable Built-in Functions in Python - Resources.html134 B
07. Python Functions/9. Functions.html163 B
08. Python Sequences/1. Lists.mp46.02 MiB
08. Python Sequences/1. Lists.vtt4.23 KiB
08. Python Sequences/1.1 Lists - Resources.html134 B
08. Python Sequences/2. Lists.html163 B
08. Python Sequences/3. Using Methods.mp45.26 MiB
08. Python Sequences/3. Using Methods.vtt3.48 KiB
08. Python Sequences/3.1 Methods - Resources.html134 B
08. Python Sequences/4. Using Methods.html163 B
08. Python Sequences/5. List Slicing.mp47.35 MiB
08. Python Sequences/5. List Slicing.vtt4.78 KiB
08. Python Sequences/5.1 List Slicing - Resources.html134 B
08. Python Sequences/6. Tuples.mp44.21 MiB
08. Python Sequences/6. Tuples.vtt2.99 KiB
08. Python Sequences/6.1 Tuples - Resources.html134 B
08. Python Sequences/7. Dictionaries.mp46.01 MiB
08. Python Sequences/7. Dictionaries.vtt3.61 KiB
08. Python Sequences/7.1 Dictionaries - Resources.html134 B
08. Python Sequences/8. Dictionaries.html163 B
09. Using Iterations in Python/1. For Loops.mp43.43 MiB
09. Using Iterations in Python/1. For Loops.vtt2.47 KiB
09. Using Iterations in Python/1.1 For Loops - Resources.html134 B
09. Using Iterations in Python/2. For Loops.html163 B
09. Using Iterations in Python/3. While Loops and Incrementing.mp44.79 MiB
09. Using Iterations in Python/3. While Loops and Incrementing.vtt2.47 KiB
09. Using Iterations in Python/3.1 While Loops and Incrementing - Resources.html134 B
09. Using Iterations in Python/4. Create Lists with the range() Function.mp43.29 MiB
09. Using Iterations in Python/4. Create Lists with the range() Function.vtt2.47 KiB
09. Using Iterations in Python/4.1 Create Lists with the range () Function - Resources.html134 B
09. Using Iterations in Python/5. Create Lists with the range() Function.html163 B
09. Using Iterations in Python/6. Use Conditional Statements and Loops Together.mp44.49 MiB
09. Using Iterations in Python/6. Use Conditional Statements and Loops Together.vtt3.15 KiB
09. Using Iterations in Python/6.1 Use Conditional Statements and Loops Together - Resources.html134 B
09. Using Iterations in Python/7. All In – Conditional Statements, Functions, and Loops.mp42.85 MiB
09. Using Iterations in Python/7. All In – Conditional Statements, Functions, and Loops.vtt2.07 KiB
09. Using Iterations in Python/7.1 All In - Conditional Statements, Functions, and Loops - Resources.html134 B
09. Using Iterations in Python/8. Iterating over Dictionaries.mp44.62 MiB
09. Using Iterations in Python/8. Iterating over Dictionaries.vtt3.4 KiB
09. Using Iterations in Python/8.1 Iterating over Dictionaries - Resources.html134 B
10. Advanced Python tools/1. Object Oriented Programming.mp46.88 MiB
10. Advanced Python tools/1. Object Oriented Programming.vtt5.34 KiB
10. Advanced Python tools/10. Must-have packages - Quiz.html163 B
10. Advanced Python tools/11. Working with arrays.mp47.9 MiB
10. Advanced Python tools/11. Working with arrays.vtt6.01 KiB
10. Advanced Python tools/11.1 Working with Arrays - Resources.html134 B
10. Advanced Python tools/12. Generating Random Numbers.mp43.85 MiB
10. Advanced Python tools/12. Generating Random Numbers.vtt2.75 KiB
10. Advanced Python tools/12.1 Generating Random Numbers - Resources.html134 B
10. Advanced Python tools/13. A Note on Using Financial Data in Python.mp418.82 MiB
10. Advanced Python tools/13. A Note on Using Financial Data in Python.vtt3.14 KiB
10. Advanced Python tools/14. Sources of Financial Data.mp438.76 MiB
10. Advanced Python tools/14. Sources of Financial Data.vtt7.34 KiB
10. Advanced Python tools/15. Accessing the Notebook Files.mp49.95 MiB
10. Advanced Python tools/15. Accessing the Notebook Files.vtt2.7 KiB
10. Advanced Python tools/16. Importing and Organizing Data in Python – part I.mp424.05 MiB
10. Advanced Python tools/16. Importing and Organizing Data in Python – part I.vtt3.61 KiB
10. Advanced Python tools/16.1 Importing and Organizing Data in Python - Resources.html134 B
10. Advanced Python tools/17. Importing and Organizing Data in Python – part II.A.mp466.6 MiB
10. Advanced Python tools/17. Importing and Organizing Data in Python – part II.A.vtt6.93 KiB
10. Advanced Python tools/17.1 Importing and Organizing Data in Python - Resources.html134 B
10. Advanced Python tools/18. Importing and Organizing Data in Python – part II.B.mp436.82 MiB
10. Advanced Python tools/18. Importing and Organizing Data in Python – part II.B.vtt4.46 KiB
10. Advanced Python tools/18.1 Importing Modules - Resources.html134 B
10. Advanced Python tools/19. Importing and Organizing Data in Python – part III.mp48.05 MiB
10. Advanced Python tools/19. Importing and Organizing Data in Python – part III.vtt3.93 KiB
10. Advanced Python tools/19.1 Importing and Organizing Data in Python - Resources.html134 B
10. Advanced Python tools/2. Object Oriented Programming - Quiz.html163 B
10. Advanced Python tools/20. Changing the Index of Your Time-Series Data.mp410.19 MiB
10. Advanced Python tools/20. Changing the Index of Your Time-Series Data.vtt3.05 KiB
10. Advanced Python tools/21. Restarting the Jupyter Kernel.mp48.72 MiB
10. Advanced Python tools/21. Restarting the Jupyter Kernel.vtt2.43 KiB
10. Advanced Python tools/3. Modules and Packages.mp41.66 MiB
10. Advanced Python tools/3. Modules and Packages.vtt1.19 KiB
10. Advanced Python tools/4. Modules - Quiz.html163 B
10. Advanced Python tools/5. The Standard Library.mp43.98 MiB
10. Advanced Python tools/5. The Standard Library.vtt3.18 KiB
10. Advanced Python tools/6. The Standard Library - Quiz.html163 B
10. Advanced Python tools/7. Importing Modules.mp45.9 MiB
10. Advanced Python tools/7. Importing Modules.vtt4.38 KiB
10. Advanced Python tools/7.1 Importing and Organizing Data in Python – Resources.html134 B
10. Advanced Python tools/8. Importing Modules - Quiz.html163 B
10. Advanced Python tools/9. Must-have packages for Finance and Data Science.mp48.63 MiB
10. Advanced Python tools/9. Must-have packages for Finance and Data Science.vtt5 KiB
10. Advanced Python tools/9.1 47 Packages Exercise.pdf.pdf256.13 KiB
10. Advanced Python tools/9.2 Must-have Packages for Finance and Data Science - exercise.html181 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/1. Considering both risk and return.mp46.18 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/1. Considering both risk and return.vtt2.54 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/1.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/10. What is a portfolio of securities and how to calculate its rate of return - Quiz.html163 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/11. Calculating a Portfolio of Securities' Rate of Return.mp415.14 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/11. Calculating a Portfolio of Securities' Rate of Return.vtt8.39 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/11.1 Calculating the Rate of Return of a Portfolio - Resources.html134 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/12. Popular stock indices that can help us understand financial markets.mp45.57 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/12. Popular stock indices that can help us understand financial markets.vtt3.81 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/12.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/13. Which of the following is not an index - Quiz.html163 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/14. Calculating the Indices' Rate of Return.mp49.31 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/14. Calculating the Indices' Rate of Return.vtt5.25 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/14.1 Calculating the Return of Indices - Resources.html134 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/14.2 Indices_Data_1.csv.csv232.89 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/14.3 Indices_Data_2.csv.csv112.19 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/2. Risk and return - Quiz.html163 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/3. What are we going to see next.mp44.06 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/3. What are we going to see next.vtt2.86 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/3.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/4. Calculating a security's rate of return.mp48.38 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/4. Calculating a security's rate of return.vtt5.9 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/4.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/5. Calculating a security's rate of return.html163 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/6. Calculating a Security’s Rate of Return in Python – Simple Returns – Part I.mp410.55 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/6. Calculating a Security’s Rate of Return in Python – Simple Returns – Part I.vtt5.58 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/6.1 Simple Returns Part 1 - Resources.html134 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/7. Calculating a Security’s Rate of Return in Python – Simple Returns – Part II.mp45.48 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/7. Calculating a Security’s Rate of Return in Python – Simple Returns – Part II.vtt3.74 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/7.1 Simple Returns Part 2 - Resources.html134 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/8. Calculating a Security’s Return in Python – Logarithmic Returns.mp46.37 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/8. Calculating a Security’s Return in Python – Logarithmic Returns.vtt3.86 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/8.1 Logarithmic Returns - Resources.html134 B
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/9. What is a portfolio of securities and how to calculate its rate of return.mp44.33 MiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/9. What is a portfolio of securities and how to calculate its rate of return.vtt2.64 KiB
11. PART II FINANCE Calculating and Comparing Rates of Return in Python/9.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/1. How do we measure a security's risk.mp49.3 MiB
12. PART II Finance Measuring Investment Risk/1. How do we measure a security's risk.vtt6.48 KiB
12. PART II Finance Measuring Investment Risk/1.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/10. Calculating Covariance and Correlation.mp48.38 MiB
12. PART II Finance Measuring Investment Risk/10. Calculating Covariance and Correlation.vtt5.06 KiB
12. PART II Finance Measuring Investment Risk/10.1 Calculating Covariance and Correlation - Resources.html134 B
12. PART II Finance Measuring Investment Risk/11. Considering the risk of multiple securities in a portfolio.mp47.74 MiB
12. PART II Finance Measuring Investment Risk/11. Considering the risk of multiple securities in a portfolio.vtt3.52 KiB
12. PART II Finance Measuring Investment Risk/11.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/12. Calculating Portfolio Risk.mp44.38 MiB
12. PART II Finance Measuring Investment Risk/12. Calculating Portfolio Risk.vtt2.64 KiB
12. PART II Finance Measuring Investment Risk/12.1 Calculating Portfolio Risk - Resources.html134 B
12. PART II Finance Measuring Investment Risk/13. Understanding Systematic vs. Idiosyncratic risk.mp44.83 MiB
12. PART II Finance Measuring Investment Risk/13. Understanding Systematic vs. Idiosyncratic risk.vtt3.15 KiB
12. PART II Finance Measuring Investment Risk/13.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/14. Diversifiable Risk - Quiz.html163 B
12. PART II Finance Measuring Investment Risk/15. Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio.mp47.04 MiB
12. PART II Finance Measuring Investment Risk/15. Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio.vtt4.31 KiB
12. PART II Finance Measuring Investment Risk/15.1 Calculating Diversifiable and Non-Diversifiable Risk - Resources.html134 B
12. PART II Finance Measuring Investment Risk/2. Which of the following sentences is true - Quiz.html163 B
12. PART II Finance Measuring Investment Risk/3. Calculating a Security’s Risk in Python.mp410.76 MiB
12. PART II Finance Measuring Investment Risk/3. Calculating a Security’s Risk in Python.vtt6.11 KiB
12. PART II Finance Measuring Investment Risk/3.1 Calculating a Security's Risk in Python - Resources.html134 B
12. PART II Finance Measuring Investment Risk/4. The benefits of portfolio diversification.mp45.75 MiB
12. PART II Finance Measuring Investment Risk/4. The benefits of portfolio diversification.vtt4.11 KiB
12. PART II Finance Measuring Investment Risk/4.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/5. Investing in stocks - Quiz.html163 B
12. PART II Finance Measuring Investment Risk/6. Calculating the covariance between securities.mp45.88 MiB
12. PART II Finance Measuring Investment Risk/6. Calculating the covariance between securities.vtt3.8 KiB
12. PART II Finance Measuring Investment Risk/6.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/7. Covariance - Quiz.html163 B
12. PART II Finance Measuring Investment Risk/8. Measuring the correlation between stocks.mp45.68 MiB
12. PART II Finance Measuring Investment Risk/8. Measuring the correlation between stocks.vtt4.24 KiB
12. PART II Finance Measuring Investment Risk/8.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
12. PART II Finance Measuring Investment Risk/9. Correlation - Quiz.html163 B
13. PART II Finance - Using Regressions for Financial Analysis/1. The fundamentals of simple regression analysis.mp45.61 MiB
13. PART II Finance - Using Regressions for Financial Analysis/1. The fundamentals of simple regression analysis.vtt4.13 KiB
13. PART II Finance - Using Regressions for Financial Analysis/1.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
13. PART II Finance - Using Regressions for Financial Analysis/1.2 Housing Data.xlsx.xlsx14.44 KiB
13. PART II Finance - Using Regressions for Financial Analysis/2. Regressions - Quiz.html163 B
13. PART II Finance - Using Regressions for Financial Analysis/3. Running a Regression in Python.mp410.03 MiB
13. PART II Finance - Using Regressions for Financial Analysis/3. Running a Regression in Python.vtt6.64 KiB
13. PART II Finance - Using Regressions for Financial Analysis/3.1 Running a Regression in Python - Resources.html134 B
13. PART II Finance - Using Regressions for Financial Analysis/3.2 Housing.xlsx.xlsx10.04 KiB
13. PART II Finance - Using Regressions for Financial Analysis/4. Are all regressions created equal Learning how to distinguish good regressions.mp47.65 MiB
13. PART II Finance - Using Regressions for Financial Analysis/4. Are all regressions created equal Learning how to distinguish good regressions.vtt5.33 KiB
13. PART II Finance - Using Regressions for Financial Analysis/4.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
13. PART II Finance - Using Regressions for Financial Analysis/5. Regressions - Quiz.html163 B
13. PART II Finance - Using Regressions for Financial Analysis/6. Computing Alpha, Beta, and R Squared in Python.mp410.04 MiB
13. PART II Finance - Using Regressions for Financial Analysis/6. Computing Alpha, Beta, and R Squared in Python.vtt5.95 KiB
13. PART II Finance - Using Regressions for Financial Analysis/6.1 Computing Alpha, Beta, and R squared in Python - Resources.html134 B
13. PART II Finance - Using Regressions for Financial Analysis/6.2 Housing.xlsx.xlsx10.04 KiB
14. PART II Finance - Markowitz Portfolio Optimization/1. Markowitz Portfolio Theory - One of the main pillars of modern Finance.mp410.83 MiB
14. PART II Finance - Markowitz Portfolio Optimization/1. Markowitz Portfolio Theory - One of the main pillars of modern Finance.vtt6.64 KiB
14. PART II Finance - Markowitz Portfolio Optimization/1.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
14. PART II Finance - Markowitz Portfolio Optimization/1.2 14. Markowitz Efficient frontier.xlsx.xlsx15.49 KiB
14. PART II Finance - Markowitz Portfolio Optimization/2. Markowitz - Quiz.html163 B
14. PART II Finance - Markowitz Portfolio Optimization/3. Obtaining the Efficient Frontier in Python – Part I.mp48.8 MiB
14. PART II Finance - Markowitz Portfolio Optimization/3. Obtaining the Efficient Frontier in Python – Part I.vtt5.28 KiB
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14. PART II Finance - Markowitz Portfolio Optimization/3.2 Obtaining the Efficient Frontier in Python - Resources.html134 B
14. PART II Finance - Markowitz Portfolio Optimization/4. Obtaining the Efficient Frontier in Python – Part II.mp411.6 MiB
14. PART II Finance - Markowitz Portfolio Optimization/4. Obtaining the Efficient Frontier in Python – Part II.vtt5.16 KiB
14. PART II Finance - Markowitz Portfolio Optimization/4.1 Obtaining the Efficient Frontier - Resources.html134 B
14. PART II Finance - Markowitz Portfolio Optimization/4.2 Markowitz_Data.csv.csv58.62 KiB
14. PART II Finance - Markowitz Portfolio Optimization/5. Obtaining the Efficient Frontier in Python – Part III.mp43.75 MiB
14. PART II Finance - Markowitz Portfolio Optimization/5. Obtaining the Efficient Frontier in Python – Part III.vtt2.23 KiB
14. PART II Finance - Markowitz Portfolio Optimization/5.1 Obtaining the Efficient Frontier - Resources.html134 B
14. PART II Finance - Markowitz Portfolio Optimization/5.2 Markowitz_Data.csv.csv58.62 KiB
15. Part II Finance - The Capital Asset Pricing Model/1. The intuition behind the Capital Asset Pricing Model (CAPM).mp47.52 MiB
15. Part II Finance - The Capital Asset Pricing Model/1. The intuition behind the Capital Asset Pricing Model (CAPM).vtt5.38 KiB
15. Part II Finance - The Capital Asset Pricing Model/1.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
15. Part II Finance - The Capital Asset Pricing Model/10. Sharpe ratios - Quiz.html163 B
15. Part II Finance - The Capital Asset Pricing Model/11. Obtaining the Sharpe ratio in Python.mp42.07 MiB
15. Part II Finance - The Capital Asset Pricing Model/11. Obtaining the Sharpe ratio in Python.vtt1.43 KiB
15. Part II Finance - The Capital Asset Pricing Model/11.1 Obtaining the Sharpe ratio in Python - Resources.html134 B
15. Part II Finance - The Capital Asset Pricing Model/11.2 CAPM_Data.csv.csv40.72 KiB
15. Part II Finance - The Capital Asset Pricing Model/12. Measuring alpha and verifying how good (or bad) a portfolio manager is doing.mp46.46 MiB
15. Part II Finance - The Capital Asset Pricing Model/12. Measuring alpha and verifying how good (or bad) a portfolio manager is doing.vtt4.69 KiB
15. Part II Finance - The Capital Asset Pricing Model/12.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
15. Part II Finance - The Capital Asset Pricing Model/13. Alpha - Quiz.html163 B
15. Part II Finance - The Capital Asset Pricing Model/2. CAPM - Quiz.html163 B
15. Part II Finance - The Capital Asset Pricing Model/3. Understanding and calculating a security's Beta.mp46.33 MiB
15. Part II Finance - The Capital Asset Pricing Model/3. Understanding and calculating a security's Beta.vtt4.6 KiB
15. Part II Finance - The Capital Asset Pricing Model/3.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
15. Part II Finance - The Capital Asset Pricing Model/4. Beta - Quiz.html163 B
15. Part II Finance - The Capital Asset Pricing Model/5. Calculating the Beta of a Stock.mp46.32 MiB
15. Part II Finance - The Capital Asset Pricing Model/5. Calculating the Beta of a Stock.vtt3.71 KiB
15. Part II Finance - The Capital Asset Pricing Model/5.1 CAPM_Data.csv.csv40.72 KiB
15. Part II Finance - The Capital Asset Pricing Model/5.2 Calculating the Beta of a Stock - Resources.html134 B
15. Part II Finance - The Capital Asset Pricing Model/6. The CAPM formula.mp46.09 MiB
15. Part II Finance - The Capital Asset Pricing Model/6. The CAPM formula.vtt4.76 KiB
15. Part II Finance - The Capital Asset Pricing Model/6.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
15. Part II Finance - The Capital Asset Pricing Model/7. CAPM - Quiz.html163 B
15. Part II Finance - The Capital Asset Pricing Model/8. Calculating the Expected Return of a Stock (CAPM).mp43.97 MiB
15. Part II Finance - The Capital Asset Pricing Model/8. Calculating the Expected Return of a Stock (CAPM).vtt2.54 KiB
15. Part II Finance - The Capital Asset Pricing Model/8.1 Calculating the Expected Return of a Stock - Resources.html134 B
15. Part II Finance - The Capital Asset Pricing Model/8.2 CAPM_Data.csv.csv40.72 KiB
15. Part II Finance - The Capital Asset Pricing Model/9. Introducing the Sharpe ratio and how to put it into practice.mp43.63 MiB
15. Part II Finance - The Capital Asset Pricing Model/9. Introducing the Sharpe ratio and how to put it into practice.vtt2.66 KiB
15. Part II Finance - The Capital Asset Pricing Model/9.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
16. Part II Finance Multivariate regression analysis/1. Multivariate regression analysis - a valuable tool for finance practitioners.mp49.23 MiB
16. Part II Finance Multivariate regression analysis/1. Multivariate regression analysis - a valuable tool for finance practitioners.vtt6.04 KiB
16. Part II Finance Multivariate regression analysis/1.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
16. Part II Finance Multivariate regression analysis/2. Multivariate Regressions - Quiz.html163 B
16. Part II Finance Multivariate regression analysis/3. Running a multivariate regression in Python.mp415.39 MiB
16. Part II Finance Multivariate regression analysis/3. Running a multivariate regression in Python.vtt6.81 KiB
16. Part II Finance Multivariate regression analysis/3.1 Running a Multivariate Regression in Python - Resources.html134 B
16. Part II Finance Multivariate regression analysis/3.2 Housing.xlsx.xlsx10.04 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/1. The essence of Monte Carlo simulations.mp44.06 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/1. The essence of Monte Carlo simulations.vtt2.84 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/1.1 The essence of Monte Carlo simulations - Resources.html134 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/1.2 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/10. Monte Carlo Forecasting Stock Prices - Part II.mp47.99 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/10. Monte Carlo Forecasting Stock Prices - Part II.vtt4.78 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/10.1 MC - Predicting Stock Prices - Part II.html134 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/11. Monte Carlo Forecasting Stock Prices - Part III.mp47.1 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/11. Monte Carlo Forecasting Stock Prices - Part III.vtt4.49 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/11.1 MC - Predicting Stock Prices - Part III.html134 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/12. An Introduction to Derivative Contracts.mp49.35 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/12. An Introduction to Derivative Contracts.vtt7.13 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/12.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/13. Derivatives - Quiz.html163 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/14. The Black Scholes Formula for Option Pricing.mp47.06 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/14. The Black Scholes Formula for Option Pricing.vtt5.29 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/14.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/15. Monte Carlo Black-Scholes-Merton.mp410.19 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/15. Monte Carlo Black-Scholes-Merton.vtt6.56 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/15.1 Black-Scholes-Merton - Resources.html134 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/16. Using Monte Carlo with Black-Scholes-Merton - Quiz.html163 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/17. Monte Carlo Euler Discretization - Part I.mp410.82 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/17. Monte Carlo Euler Discretization - Part I.vtt6.99 KiB
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17. PART II Finance - Monte Carlo simulations as a decision-making tool/18. Monte Carlo Euler Discretization - Part II.mp43.56 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/18. Monte Carlo Euler Discretization - Part II.vtt2.51 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/18.1 Euler DIscretization - Part II.html134 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/2. Monte Carlo - Quiz.html163 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/3. Monte Carlo applied in a Corporate Finance context.mp44.1 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/3. Monte Carlo applied in a Corporate Finance context.vtt2.63 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/3.1 Python for Finance Course Notes - Part II.pdf.pdf1.36 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/4. Monte Carlo in Corporate Finance - Quiz.html163 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/5. Monte Carlo Predicting Gross Profit – Part I.mp413.03 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/5. Monte Carlo Predicting Gross Profit – Part I.vtt6.12 KiB
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17. PART II Finance - Monte Carlo simulations as a decision-making tool/6. Monte Carlo Predicting Gross Profit – Part II.mp44.85 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/6. Monte Carlo Predicting Gross Profit – Part II.vtt3.22 KiB
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17. PART II Finance - Monte Carlo simulations as a decision-making tool/7. Forecasting Stock Prices with a Monte Carlo Simulation.mp46.43 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/7. Forecasting Stock Prices with a Monte Carlo Simulation.vtt4.77 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/8. Monte Carlo Simulations - Quiz.html163 B
17. PART II Finance - Monte Carlo simulations as a decision-making tool/9. Monte Carlo Forecasting Stock Prices - Part I.mp45.91 MiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/9. Monte Carlo Forecasting Stock Prices - Part I.vtt3.74 KiB
17. PART II Finance - Monte Carlo simulations as a decision-making tool/9.1 Forecasting Stock Prices - Resources.html134 B
18. BONUS LECTURE/1. Bonus Lecture Next Steps.html2.4 KiB
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