GigaCourse com Udemy - Python for Finance Investment Fundamentals & Data Analytics

1. 01 Welcome Course Introduction/001 What Does the Course Cover.mp413.06MB
2. 01 Welcome Course Introduction/002 Download Useful Resources - Exercises and Solutions.mp48.21MB
3. 02 Introduction to programming with Python/003 Programming Explained in 5 Minutes.mp414.9MB
4. 02 Introduction to programming with Python/004 Why Python.mp415.66MB
5. 02 Introduction to programming with Python/005 Why Jupyter.mp49.86MB
6. 02 Introduction to programming with Python/006 Installing Python and Jupyter.mp453.79MB
7. 02 Introduction to programming with Python/007 Jupyters Interface the Dashboard.mp44.29MB
8. 02 Introduction to programming with Python/008 Jupyters Interface Prerequisites for Coding.mp412.31MB
9. 02 Introduction to programming with Python/009 Python 2 vs Python 3 Whats the Difference.mp413.58MB
10. 03 Python Variables and Data Types/010 Variables.mp426.61MB
11. 03 Python Variables and Data Types/011 Numbers and Boolean Values.mp44.45MB
12. 03 Python Variables and Data Types/012 Strings.mp457.58MB
13. 04 Basic Python Syntax/013 Arithmetic Operators.mp45.01MB
14. 04 Basic Python Syntax/014 The Double Equality Sign.mp41.94MB
15. 04 Basic Python Syntax/015 Reassign Values.mp41.43MB
16. 04 Basic Python Syntax/016 Add Comments.mp411.15MB
17. 04 Basic Python Syntax/017 Line Continuation.mp41007.08KB
18. 04 Basic Python Syntax/018 Indexing Elements.mp41.83MB
19. 04 Basic Python Syntax/019 Structure Your Code with Indentation.mp413.1MB
20. 05 Python Operators Continued/020 Comparison Operators.mp42.89MB
21. 05 Python Operators Continued/021 Logical and Identity Operators.mp47.87MB
22. 06 Conditional Statements/022 Introduction to the IF statement.mp423.22MB
23. 06 Conditional Statements/023 Add an ELSE statement.mp423.26MB
24. 06 Conditional Statements/024 Else if for Brief ELIF.mp453.24MB
25. 06 Conditional Statements/025 A Note on Boolean values.mp419.92MB
26. 07 Python Functions/026 Defining a Function in Python.mp414.73MB
27. 07 Python Functions/027 Creating a Function with a Parameter.mp438.11MB
28. 07 Python Functions/028 Another Way to Define a Function.mp425.24MB
29. 07 Python Functions/029 Using a Function in another Function.mp42.29MB
30. 07 Python Functions/030 Combining Conditional Statements and Functions.mp44.34MB
31. 07 Python Functions/031 Creating Functions Containing a Few Arguments.mp414.68MB
32. 07 Python Functions/032 Notable Built-in Functions in Python.mp45.82MB
33. 08 Python Sequences/033 Lists.mp437.71MB
34. 08 Python Sequences/034 Using Methods.mp437.53MB
35. 08 Python Sequences/035 List Slicing.mp47.35MB
36. 08 Python Sequences/036 Tuples.mp429.46MB
37. 08 Python Sequences/037 Dictionaries.mp441.75MB
38. 09 Using Iterations in Python/038 For Loops.mp423.53MB
39. 09 Using Iterations in Python/039 While Loops and Incrementing.mp428.49MB
40. 09 Using Iterations in Python/040 Create Lists with the range() Function.mp425.78MB
41. 09 Using Iterations in Python/041 Use Conditional Statements and Loops Together.mp427.78MB
42. 09 Using Iterations in Python/042 All In Conditional Statements Functions and Loops.mp42.85MB
43. 09 Using Iterations in Python/043 Iterating over Dictionaries.mp429.63MB
44. 10 Advanced Python tools/044 Object Oriented Programming.mp48.57MB
45. 10 Advanced Python tools/045 Modules and Packages.mp42.12MB
46. 10 Advanced Python tools/046 The Standard Library.mp45.02MB
47. 10 Advanced Python tools/047 Importing Modules.mp45.9MB
48. 10 Advanced Python tools/048 Must-have packages for Finance and Data Science.mp48.63MB
49. 10 Advanced Python tools/049 Working with arrays.mp47.9MB
50. 10 Advanced Python tools/050 Generating Random Numbers.mp43.85MB
51. 10 Advanced Python tools/051 A Note on Using Financial Data in Python.mp418.81MB
52. 10 Advanced Python tools/052 Sources of Financial Data.mp438.76MB
53. 10 Advanced Python tools/053 Accessing the Notebook Files.mp49.95MB
54. 10 Advanced Python tools/054 Importing and Organizing Data in Python part I.mp424.05MB
55. 10 Advanced Python tools/055 Importing and Organizing Data in Python part II.A.mp466.6MB
56. 10 Advanced Python tools/056 Importing and Organizing Data in Python part II.B.mp436.82MB
57. 10 Advanced Python tools/057 Importing and Organizing Data in Python part III.mp48.04MB
58. 10 Advanced Python tools/058 Changing the Index of Your Time-Series Data.mp410.18MB
59. 10 Advanced Python tools/059 Restarting the Jupyter Kernel.mp48.72MB
60. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/060 Considering both risk and return.mp48.55MB
61. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/061 What are we going to see next.mp44.78MB
62. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/062 Calculating a securitys rate of return.mp421.49MB
63. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/063 Calculating a Securitys Rate of Return in Python Simple Returns Part I.mp410.55MB
64. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/064 Calculating a Securitys Rate of Return in Python Simple Returns Part II.mp45.48MB
65. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/065 Calculating a Securitys Return in Python Logarithmic Returns.mp46.37MB
66. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/066 What is a portfolio of securities and how to calculate its rate of return.mp45.06MB
67. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/067 Calculating a Portfolio of Securities Rate of Return.mp415.13MB
68. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/068 Popular stock indices that can help us understand financial markets.mp415.62MB
69. 11 PART II FINANCE Calculating and Comparing Rates of Return in Python/069 Calculating the Indices Rate of Return.mp49.31MB
70. 12 PART II Finance Measuring Investment Risk/070 How do we measure a securitys risk.mp411.09MB
71. 12 PART II Finance Measuring Investment Risk/071 Calculating a Securitys Risk in Python.mp410.76MB
72. 12 PART II Finance Measuring Investment Risk/072 The benefits of portfolio diversification.mp46.9MB
73. 12 PART II Finance Measuring Investment Risk/073 Calculating the covariance between securities.mp45.88MB
74. 12 PART II Finance Measuring Investment Risk/074 Measuring the correlation between stocks.mp46.64MB
75. 12 PART II Finance Measuring Investment Risk/075 Calculating Covariance and Correlation.mp48.38MB
76. 12 PART II Finance Measuring Investment Risk/076 Considering the risk of multiple securities in a portfolio.mp410.58MB
77. 12 PART II Finance Measuring Investment Risk/077 Calculating Portfolio Risk.mp44.38MB
78. 12 PART II Finance Measuring Investment Risk/078 Understanding Systematic vs. Idiosyncratic risk.mp45.86MB
79. 12 PART II Finance Measuring Investment Risk/079 Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio.mp47.03MB
80. 13 PART II Finance - Using Regressions for Financial Analysis/080 The fundamentals of simple regression analysis.mp46.42MB
81. 13 PART II Finance - Using Regressions for Financial Analysis/081 Running a Regression in Python.mp410.03MB
82. 13 PART II Finance - Using Regressions for Financial Analysis/082 Are all regressions created equal Learning how to distinguish good regressions.mp49.03MB
83. 13 PART II Finance - Using Regressions for Financial Analysis/083 Computing Alpha Beta and R Squared in Python.mp410.04MB
84. 14 PART II Finance - Markowitz Portfolio Optimization/084 Markowitz Portfolio Theory - One of the main pillars of modern Finance.mp410.83MB
85. 14 PART II Finance - Markowitz Portfolio Optimization/085 Obtaining the Efficient Frontier in Python Part I.mp48.8MB
86. 14 PART II Finance - Markowitz Portfolio Optimization/086 Obtaining the Efficient Frontier in Python Part II.mp411.59MB
87. 14 PART II Finance - Markowitz Portfolio Optimization/087 Obtaining the Efficient Frontier in Python Part III.mp43.75MB
88. 15 Part II Finance - The Capital Asset Pricing Model/088 The intuition behind the Capital Asset Pricing Model (CAPM).mp48.83MB
89. 15 Part II Finance - The Capital Asset Pricing Model/089 Understanding and calculating a securitys Beta.mp47.41MB
90. 15 Part II Finance - The Capital Asset Pricing Model/090 Calculating the Beta of a Stock.mp46.32MB
91. 15 Part II Finance - The Capital Asset Pricing Model/091 The CAPM formula.mp46.9MB
92. 15 Part II Finance - The Capital Asset Pricing Model/092 Calculating the Expected Return of a Stock (CAPM).mp43.97MB
93. 15 Part II Finance - The Capital Asset Pricing Model/093 Introducing the Sharpe ratio and how to put it into practice.mp44.27MB
94. 15 Part II Finance - The Capital Asset Pricing Model/094 Obtaining the Sharpe ratio in Python.mp42.07MB
95. 15 Part II Finance - The Capital Asset Pricing Model/095 Measuring alpha and verifying how good (or bad) a portfolio manager is doing.mp47.53MB
96. 16 Part II Finance Multivariate regression analysis/096 Multivariate regression analysis - a valuable tool for finance practitioners.mp410.84MB
97. 16 Part II Finance Multivariate regression analysis/097 Running a multivariate regression in Python.mp415.38MB
98. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/098 The essence of Monte Carlo simulations.mp44.8MB
99. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/099 Monte Carlo applied in a Corporate Finance context.mp44.96MB
100. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/100 Monte Carlo Predicting Gross Profit Part I.mp413.03MB
101. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/101 Monte Carlo Predicting Gross Profit Part II.mp44.85MB
102. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/102 Forecasting Stock Prices with a Monte Carlo Simulation.mp47.47MB
103. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/103 Monte Carlo Forecasting Stock Prices - Part I.mp45.91MB
104. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/104 Monte Carlo Forecasting Stock Prices - Part II.mp47.99MB
105. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/105 Monte Carlo Forecasting Stock Prices - Part III.mp47.09MB
106. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/106 An Introduction to Derivative Contracts.mp410.79MB
107. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/107 The Black Scholes Formula for Option Pricing.mp48.12MB
108. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/108 Monte Carlo Black-Scholes-Merton.mp410.18MB
109. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/109 Monte Carlo Euler Discretization - Part I.mp410.81MB
110. 17 PART II Finance - Monte Carlo simulations as a decision-making tool/110 Monte Carlo Euler Discretization - Part II.mp43.56MB