GetFreeCourses Me-Udemy-Python for Finance Investment Fundamentals & Data Analytics

1. 01. Welcome! Course Introduction/1. What Does the Course Cover.mp413.06MB
2. 01. Welcome! Course Introduction/2. Download Useful Resources - Exercises and Solutions.mp48.21MB
3. 02. Introduction to programming with Python/1. Programming Explained in 5 Minutes.mp414.9MB
4. 02. Introduction to programming with Python/11. Python 2 vs Python 3 What's the Difference.mp413.58MB
5. 02. Introduction to programming with Python/3. Why Python.mp415.66MB
6. 02. Introduction to programming with Python/5. Why Jupyter.mp49.86MB
7. 02. Introduction to programming with Python/7. Installing Python and Jupyter.mp454.43MB
8. 02. Introduction to programming with Python/8. Jupyter’s Interface – the Dashboard.mp44.3MB
9. 02. Introduction to programming with Python/9. Jupyter’s Interface – Prerequisites for Coding.mp412.31MB
10. 03. Python Variables and Data Types/1. Variables.mp426.61MB
11. 03. Python Variables and Data Types/3. Numbers and Boolean Values.mp44.46MB
12. 03. Python Variables and Data Types/5. Strings.mp49.07MB
13. 04. Basic Python Syntax/1. Arithmetic Operators.mp45.01MB
14. 04. Basic Python Syntax/10. Indexing Elements.mp41.83MB
15. 04. Basic Python Syntax/12. Structure Your Code with Indentation.mp42.2MB
16. 04. Basic Python Syntax/3. The Double Equality Sign.mp41.94MB
17. 04. Basic Python Syntax/5. Reassign Values.mp41.43MB
18. 04. Basic Python Syntax/7. Add Comments.mp41.74MB
19. 04. Basic Python Syntax/9. Line Continuation.mp41007.08KB
20. 05. Python Operators Continued/1. Comparison Operators.mp42.89MB
21. 05. Python Operators Continued/3. Logical and Identity Operators.mp47.87MB
22. 06. Conditional Statements/1. Introduction to the IF statement.mp44.06MB
23. 06. Conditional Statements/3. Add an ELSE statement.mp43.63MB
24. 06. Conditional Statements/4. Else if, for Brief – ELIF.mp48.15MB
25. 06. Conditional Statements/5. A Note on Boolean values.mp43.28MB
26. 07. Python Functions/1. Defining a Function in Python.mp42.55MB
27. 07. Python Functions/2. Creating a Function with a Parameter.mp45.79MB
28. 07. Python Functions/3. Another Way to Define a Function.mp43.65MB
29. 07. Python Functions/5. Using a Function in another Function.mp42.29MB
30. 07. Python Functions/6. Combining Conditional Statements and Functions.mp44.34MB
31. 07. Python Functions/7. Creating Functions Containing a Few Arguments.mp41.8MB
32. 07. Python Functions/8. Notable Built-in Functions in Python.mp45.83MB
33. 08. Python Sequences/1. Lists.mp46.02MB
34. 08. Python Sequences/3. Using Methods.mp45.26MB
35. 08. Python Sequences/5. List Slicing.mp47.35MB
36. 08. Python Sequences/6. Tuples.mp44.21MB
37. 08. Python Sequences/7. Dictionaries.mp46.01MB
38. 09. Using Iterations in Python/1. For Loops.mp43.43MB
39. 09. Using Iterations in Python/3. While Loops and Incrementing.mp44.79MB
40. 09. Using Iterations in Python/4. Create Lists with the range() Function.mp43.29MB
41. 09. Using Iterations in Python/6. Use Conditional Statements and Loops Together.mp44.49MB
42. 09. Using Iterations in Python/7. All In – Conditional Statements, Functions, and Loops.mp42.85MB
43. 09. Using Iterations in Python/8. Iterating over Dictionaries.mp44.62MB
44. 10. Advanced Python tools/1. Object Oriented Programming.mp46.88MB
45. 10. Advanced Python tools/11. Working with arrays.mp47.9MB
46. 10. Advanced Python tools/12. Generating Random Numbers.mp43.85MB
47. 10. Advanced Python tools/13. A Note on Using Financial Data in Python.mp418.82MB
48. 10. Advanced Python tools/14. Sources of Financial Data.mp438.76MB
49. 10. Advanced Python tools/15. Accessing the Notebook Files.mp49.95MB
50. 10. Advanced Python tools/16. Importing and Organizing Data in Python – part I.mp424.05MB
51. 10. Advanced Python tools/17. Importing and Organizing Data in Python – part II.A.mp466.6MB
52. 10. Advanced Python tools/18. Importing and Organizing Data in Python – part II.B.mp436.82MB
53. 10. Advanced Python tools/19. Importing and Organizing Data in Python – part III.mp48.05MB
54. 10. Advanced Python tools/20. Changing the Index of Your Time-Series Data.mp410.19MB
55. 10. Advanced Python tools/21. Restarting the Jupyter Kernel.mp48.72MB
56. 10. Advanced Python tools/3. Modules and Packages.mp41.66MB
57. 10. Advanced Python tools/5. The Standard Library.mp43.98MB
58. 10. Advanced Python tools/7. Importing Modules.mp45.9MB
59. 10. Advanced Python tools/9. Must-have packages for Finance and Data Science.mp48.63MB
60. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/1. Considering both risk and return.mp46.18MB
61. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/11. Calculating a Portfolio of Securities' Rate of Return.mp415.14MB
62. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/12. Popular stock indices that can help us understand financial markets.mp45.57MB
63. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/14. Calculating the Indices' Rate of Return.mp49.31MB
64. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/3. What are we going to see next.mp44.06MB
65. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/4. Calculating a security's rate of return.mp48.38MB
66. 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.mp410.55MB
67. 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.mp45.48MB
68. 11. PART II FINANCE Calculating and Comparing Rates of Return in Python/8. Calculating a Security’s Return in Python – Logarithmic Returns.mp46.37MB
69. 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.mp44.33MB
70. 12. PART II Finance Measuring Investment Risk/1. How do we measure a security's risk.mp49.3MB
71. 12. PART II Finance Measuring Investment Risk/10. Calculating Covariance and Correlation.mp48.38MB
72. 12. PART II Finance Measuring Investment Risk/11. Considering the risk of multiple securities in a portfolio.mp47.74MB
73. 12. PART II Finance Measuring Investment Risk/12. Calculating Portfolio Risk.mp44.38MB
74. 12. PART II Finance Measuring Investment Risk/13. Understanding Systematic vs. Idiosyncratic risk.mp44.83MB
75. 12. PART II Finance Measuring Investment Risk/15. Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio.mp47.04MB
76. 12. PART II Finance Measuring Investment Risk/3. Calculating a Security’s Risk in Python.mp410.76MB
77. 12. PART II Finance Measuring Investment Risk/4. The benefits of portfolio diversification.mp45.75MB
78. 12. PART II Finance Measuring Investment Risk/6. Calculating the covariance between securities.mp45.88MB
79. 12. PART II Finance Measuring Investment Risk/8. Measuring the correlation between stocks.mp45.68MB
80. 13. PART II Finance - Using Regressions for Financial Analysis/1. The fundamentals of simple regression analysis.mp45.61MB
81. 13. PART II Finance - Using Regressions for Financial Analysis/3. Running a Regression in Python.mp410.03MB
82. 13. PART II Finance - Using Regressions for Financial Analysis/4. Are all regressions created equal Learning how to distinguish good regressions.mp47.65MB
83. 13. PART II Finance - Using Regressions for Financial Analysis/6. Computing Alpha, Beta, and R Squared in Python.mp410.04MB
84. 14. PART II Finance - Markowitz Portfolio Optimization/1. Markowitz Portfolio Theory - One of the main pillars of modern Finance.mp410.83MB
85. 14. PART II Finance - Markowitz Portfolio Optimization/3. Obtaining the Efficient Frontier in Python – Part I.mp48.8MB
86. 14. PART II Finance - Markowitz Portfolio Optimization/4. Obtaining the Efficient Frontier in Python – Part II.mp411.6MB
87. 14. PART II Finance - Markowitz Portfolio Optimization/5. Obtaining the Efficient Frontier in Python – Part III.mp43.75MB
88. 15. Part II Finance - The Capital Asset Pricing Model/1. The intuition behind the Capital Asset Pricing Model (CAPM).mp47.52MB
89. 15. Part II Finance - The Capital Asset Pricing Model/11. Obtaining the Sharpe ratio in Python.mp42.07MB
90. 15. Part II Finance - The Capital Asset Pricing Model/12. Measuring alpha and verifying how good (or bad) a portfolio manager is doing.mp46.46MB
91. 15. Part II Finance - The Capital Asset Pricing Model/3. Understanding and calculating a security's Beta.mp46.33MB
92. 15. Part II Finance - The Capital Asset Pricing Model/5. Calculating the Beta of a Stock.mp46.32MB
93. 15. Part II Finance - The Capital Asset Pricing Model/6. The CAPM formula.mp46.09MB
94. 15. Part II Finance - The Capital Asset Pricing Model/8. Calculating the Expected Return of a Stock (CAPM).mp43.97MB
95. 15. Part II Finance - The Capital Asset Pricing Model/9. Introducing the Sharpe ratio and how to put it into practice.mp43.63MB
96. 16. Part II Finance Multivariate regression analysis/1. Multivariate regression analysis - a valuable tool for finance practitioners.mp49.23MB
97. 16. Part II Finance Multivariate regression analysis/3. Running a multivariate regression in Python.mp415.39MB
98. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/1. The essence of Monte Carlo simulations.mp44.06MB
99. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/10. Monte Carlo Forecasting Stock Prices - Part II.mp47.99MB
100. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/11. Monte Carlo Forecasting Stock Prices - Part III.mp47.1MB
101. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/12. An Introduction to Derivative Contracts.mp49.35MB
102. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/14. The Black Scholes Formula for Option Pricing.mp47.06MB
103. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/15. Monte Carlo Black-Scholes-Merton.mp410.19MB
104. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/17. Monte Carlo Euler Discretization - Part I.mp410.82MB
105. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/18. Monte Carlo Euler Discretization - Part II.mp43.56MB
106. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/3. Monte Carlo applied in a Corporate Finance context.mp44.1MB
107. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/5. Monte Carlo Predicting Gross Profit – Part I.mp413.03MB
108. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/6. Monte Carlo Predicting Gross Profit – Part II.mp44.85MB
109. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/7. Forecasting Stock Prices with a Monte Carlo Simulation.mp46.43MB
110. 17. PART II Finance - Monte Carlo simulations as a decision-making tool/9. Monte Carlo Forecasting Stock Prices - Part I.mp45.91MB