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[ DevCourseWeb.com ] Python for Finance - Investment Fundamentals and Data Analytics

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DevCourseWeb com Python for Finance - Investment Fundamentals and Data Analytics

文件列表
  1. ~Get Your Files Here !/01 - Welcome! Course Introduction/001 What Does the Course Cover.mp439.89MB
  2. ~Get Your Files Here !/01 - Welcome! Course Introduction/002 Download Useful Resources - Exercises and Solutions.mp46.96MB
  3. ~Get Your Files Here !/02 - Introduction to programming with Python/001 Programming Explained in 5 Minutes.mp415.16MB
  4. ~Get Your Files Here !/02 - Introduction to programming with Python/002 Why Python.mp412.51MB
  5. ~Get Your Files Here !/02 - Introduction to programming with Python/003 Why Jupyter.mp48.15MB
  6. ~Get Your Files Here !/02 - Introduction to programming with Python/004 Installing Python and Jupyter.mp434.93MB
  7. ~Get Your Files Here !/02 - Introduction to programming with Python/005 Jupyter’s Interface – the Dashboard.mp46.03MB
  8. ~Get Your Files Here !/02 - Introduction to programming with Python/006 Jupyter’s Interface – Prerequisites for Coding.mp419.01MB
  9. ~Get Your Files Here !/02 - Introduction to programming with Python/007 Python 2 vs Python 3 What's the Difference.mp46.11MB
  10. ~Get Your Files Here !/03 - Python Variables and Data Types/001 Variables.mp421.85MB
  11. ~Get Your Files Here !/03 - Python Variables and Data Types/002 Numbers and Boolean Values.mp46.53MB
  12. ~Get Your Files Here !/03 - Python Variables and Data Types/003 Strings.mp419.71MB
  13. ~Get Your Files Here !/04 - Basic Python Syntax/001 Arithmetic Operators.mp47.29MB
  14. ~Get Your Files Here !/04 - Basic Python Syntax/002 The Double Equality Sign.mp42.74MB
  15. ~Get Your Files Here !/04 - Basic Python Syntax/003 Reassign Values.mp41.9MB
  16. ~Get Your Files Here !/04 - Basic Python Syntax/004 Add Comments.mp42.37MB
  17. ~Get Your Files Here !/04 - Basic Python Syntax/005 Line Continuation.mp41.18MB
  18. ~Get Your Files Here !/04 - Basic Python Syntax/006 Indexing Elements.mp42.42MB
  19. ~Get Your Files Here !/04 - Basic Python Syntax/007 Structure Your Code with Indentation.mp42.78MB
  20. ~Get Your Files Here !/05 - Python Operators Continued/001 Comparison Operators.mp44.15MB
  21. ~Get Your Files Here !/05 - Python Operators Continued/002 Logical and Identity Operators.mp415.15MB
  22. ~Get Your Files Here !/06 - Conditional Statements/001 Introduction to the IF statement.mp45.28MB
  23. ~Get Your Files Here !/06 - Conditional Statements/002 Add an ELSE statement.mp45.2MB
  24. ~Get Your Files Here !/06 - Conditional Statements/003 Else if, for Brief – ELIF.mp425.11MB
  25. ~Get Your Files Here !/06 - Conditional Statements/004 A Note on Boolean Values.mp44.22MB
  26. ~Get Your Files Here !/07 - Python Functions/001 Defining a Function in Python.mp43.22MB
  27. ~Get Your Files Here !/07 - Python Functions/002 Creating a Function with a Parameter.mp48.12MB
  28. ~Get Your Files Here !/07 - Python Functions/003 Another Way to Define a Function.mp45.34MB
  29. ~Get Your Files Here !/07 - Python Functions/004 Using a Function in another Function.mp43.15MB
  30. ~Get Your Files Here !/07 - Python Functions/005 Combining Conditional Statements and Functions.mp45.96MB
  31. ~Get Your Files Here !/07 - Python Functions/006 Creating Functions Containing a Few Arguments.mp42.75MB
  32. ~Get Your Files Here !/07 - Python Functions/007 Notable Built-in Functions in Python.mp48.44MB
  33. ~Get Your Files Here !/08 - Python Sequences/001 Lists.mp49.43MB
  34. ~Get Your Files Here !/08 - Python Sequences/002 Using Methods.mp47.86MB
  35. ~Get Your Files Here !/08 - Python Sequences/003 List Slicing.mp418.76MB
  36. ~Get Your Files Here !/08 - Python Sequences/004 Tuples.mp47.39MB
  37. ~Get Your Files Here !/08 - Python Sequences/005 Dictionaries.mp410.04MB
  38. ~Get Your Files Here !/09 - Using Iterations in Python/001 For Loops.mp45.46MB
  39. ~Get Your Files Here !/09 - Using Iterations in Python/002 While Loops and Incrementing.mp49.12MB
  40. ~Get Your Files Here !/09 - Using Iterations in Python/003 Create Lists with the range() Function.mp46.86MB
  41. ~Get Your Files Here !/09 - Using Iterations in Python/004 Use Conditional Statements and Loops Together.mp47.1MB
  42. ~Get Your Files Here !/09 - Using Iterations in Python/005 All In – Conditional Statements, Functions, and Loops.mp44.2MB
  43. ~Get Your Files Here !/09 - Using Iterations in Python/006 Iterating over Dictionaries.mp46.44MB
  44. ~Get Your Files Here !/10 - Advanced Python tools/001 Object Oriented Programming.mp426.1MB
  45. ~Get Your Files Here !/10 - Advanced Python tools/002 Modules and Packages.mp41.97MB
  46. ~Get Your Files Here !/10 - Advanced Python tools/003 The Standard Library.mp44.85MB
  47. ~Get Your Files Here !/10 - Advanced Python tools/004 Importing Modules.mp48.7MB
  48. ~Get Your Files Here !/10 - Advanced Python tools/005 Must-have packages for Finance and Data Science.mp418.08MB
  49. ~Get Your Files Here !/10 - Advanced Python tools/006 Working with arrays.mp412.03MB
  50. ~Get Your Files Here !/10 - Advanced Python tools/007 Generating Random Numbers.mp46.22MB
  51. ~Get Your Files Here !/10 - Advanced Python tools/008 A Note on Using Financial Data in Python.mp45.92MB
  52. ~Get Your Files Here !/10 - Advanced Python tools/009 Sources of Financial Data.mp412.24MB
  53. ~Get Your Files Here !/10 - Advanced Python tools/010 Accessing the Notebook Files.mp44.71MB
  54. ~Get Your Files Here !/10 - Advanced Python tools/011 Importing and Organizing Data in Python – part I.mp412.42MB
  55. ~Get Your Files Here !/10 - Advanced Python tools/012 Importing and Organizing Data in Python – part II.A.mp457.23MB
  56. ~Get Your Files Here !/10 - Advanced Python tools/013 Importing and Organizing Data in Python – part II.B.mp423.78MB
  57. ~Get Your Files Here !/10 - Advanced Python tools/014 Importing and Organizing Data in Python – part III.mp425.58MB
  58. ~Get Your Files Here !/10 - Advanced Python tools/015 Changing the Index of Your Time-Series Data.mp421.52MB
  59. ~Get Your Files Here !/10 - Advanced Python tools/016 Restarting the Jupyter Kernel.mp420.37MB
  60. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/001 Considering both risk and return.mp46.74MB
  61. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/002 What are we going to see next.mp44.93MB
  62. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/003 Calculating a security's rate of return.mp49.77MB
  63. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/004 Calculating a Security’s Rate of Return in Python – Simple Returns – Part I.mp4212.99MB
  64. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/005 Calculating a Security’s Rate of Return in Python – Simple Returns – Part II.mp4138.28MB
  65. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/006 Calculating a Security’s Return in Python – Logarithmic Returns.mp4146.1MB
  66. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/007 What is a portfolio of securities and how to calculate its rate of return.mp4106.44MB
  67. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/008 Calculating a Portfolio of Securities' Rate of Return.mp4338.17MB
  68. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/009 Popular stock indices that can help us understand financial markets.mp4135.73MB
  69. ~Get Your Files Here !/11 - PART II FINANCE Calculating and Comparing Rates of Return in Python/010 Calculating the Indices' Rate of Return.mp431.89MB
  70. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/001 How do we measure a security's risk.mp411.53MB
  71. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/002 Calculating a Security’s Risk in Python.mp437.4MB
  72. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/003 The benefits of portfolio diversification.mp46.71MB
  73. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/004 Calculating the covariance between securities.mp48.63MB
  74. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/005 Measuring the correlation between stocks.mp46.31MB
  75. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/006 Calculating Covariance and Correlation.mp417.05MB
  76. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/007 Considering the risk of multiple securities in a portfolio.mp434.97MB
  77. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/008 Calculating Portfolio Risk.mp48.9MB
  78. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/009 Understanding Systematic vs. Idiosyncratic risk.mp45.74MB
  79. ~Get Your Files Here !/12 - PART II Finance Measuring Investment Risk/010 Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio.mp415.61MB
  80. ~Get Your Files Here !/13 - PART II Finance - Using Regressions for Financial Analysis/001 The fundamentals of simple regression analysis.mp46.85MB
  81. ~Get Your Files Here !/13 - PART II Finance - Using Regressions for Financial Analysis/002 Running a Regression in Python.mp418.63MB
  82. ~Get Your Files Here !/13 - PART II Finance - Using Regressions for Financial Analysis/003 Are all regressions created equal Learning how to distinguish good regressions.mp4195.21MB
  83. ~Get Your Files Here !/13 - PART II Finance - Using Regressions for Financial Analysis/004 Computing Alpha, Beta, and R Squared in Python.mp422.39MB
  84. ~Get Your Files Here !/14 - PART II Finance - Markowitz Portfolio Optimization/001 Markowitz Portfolio Theory - One of the main pillars of modern Finance.mp433.13MB
  85. ~Get Your Files Here !/14 - PART II Finance - Markowitz Portfolio Optimization/002 Obtaining the Efficient Frontier in Python – Part I.mp431.88MB
  86. ~Get Your Files Here !/14 - PART II Finance - Markowitz Portfolio Optimization/003 Obtaining the Efficient Frontier in Python – Part II.mp418.75MB
  87. ~Get Your Files Here !/14 - PART II Finance - Markowitz Portfolio Optimization/004 Obtaining the Efficient Frontier in Python – Part III.mp411.17MB
  88. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/001 The intuition behind the Capital Asset Pricing Model (CAPM).mp49.48MB
  89. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/002 Understanding and calculating a security's Beta.mp47.55MB
  90. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/003 Calculating the Beta of a Stock.mp413.25MB
  91. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/004 The CAPM formula.mp47.32MB
  92. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/005 Calculating the Expected Return of a Stock (CAPM).mp49.59MB
  93. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/006 Introducing the Sharpe ratio and how to put it into practice.mp44.18MB
  94. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/007 Obtaining the Sharpe ratio in Python.mp42.87MB
  95. ~Get Your Files Here !/15 - Part II Finance - The Capital Asset Pricing Model/008 Measuring alpha and verifying how good (or bad) a portfolio manager is doing.mp4166.74MB
  96. ~Get Your Files Here !/16 - Part II Finance Multivariate regression analysis/001 Multivariate regression analysis - a valuable tool for finance practitioners.mp427.18MB
  97. ~Get Your Files Here !/16 - Part II Finance Multivariate regression analysis/002 Running a multivariate regression in Python.mp452.63MB
  98. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/001 The essence of Monte Carlo simulations.mp411.67MB
  99. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/002 Monte Carlo applied in a Corporate Finance context.mp499.71MB
  100. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/003 Monte Carlo Predicting Gross Profit – Part I.mp433.6MB
  101. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/004 Monte Carlo Predicting Gross Profit – Part II.mp416.59MB
  102. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/005 Forecasting Stock Prices with a Monte Carlo Simulation.mp4177.21MB
  103. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/006 Monte Carlo Forecasting Stock Prices - Part I.mp416.53MB
  104. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/007 Monte Carlo Forecasting Stock Prices - Part II.mp417.4MB
  105. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/008 Monte Carlo Forecasting Stock Prices - Part III.mp420.75MB
  106. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/009 An Introduction to Derivative Contracts.mp411.36MB
  107. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/010 The Black Scholes Formula for Option Pricing.mp48.82MB
  108. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/011 Monte Carlo Black-Scholes-Merton.mp428.99MB
  109. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/012 Monte Carlo Euler Discretization - Part I.mp430.4MB
  110. ~Get Your Files Here !/17 - PART II Finance - Monte Carlo simulations as a decision-making tool/013 Monte Carlo Euler Discretization - Part II.mp48.73MB
  111. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/001 pandas Series - Introduction.mp421.83MB
  112. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/002 pandas - Working with Methods - Part I.mp419.37MB
  113. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/003 pandas - Working with Methods - Part II.mp48.94MB
  114. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/004 pandas - Using Parameters and Arguments.mp415.29MB
  115. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/005 pandas Series - .unique() and .nunique().mp426.08MB
  116. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/006 pandas Series - .sort_values().mp413.03MB
  117. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/007 pandas DataFrames - Introduction - Part I.mp410.63MB
  118. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/008 pandas DataFrames - Introduction - Part II.mp420.43MB
  119. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/009 pandas DataFrames - Common Attributes.mp425.46MB
  120. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/010 pandas DataFrames - Data Selection.mp446.8MB
  121. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/011 pandas DataFrames - Data Selection with .iloc[].mp432.06MB
  122. ~Get Your Files Here !/18 - APPENDIX - pandas Fundamentals/012 pandas DataFrames - Data Selection with .loc[].mp420.72MB
  123. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/001 Technical Analysis - Principles, Applications, Assumptions.mp48.35MB
  124. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/002 Charts Used in Technical Analysis.mp425.74MB
  125. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/003 Other Tools Used in Technical Analysis.mp413.19MB
  126. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/004 Trend, Support and Resistance Lines.mp427.79MB
  127. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/005 Common Chart Patterns.mp416.03MB
  128. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/006 Price Indicators.mp418.18MB
  129. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/007 Momentum Oscillators.mp413.85MB
  130. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/008 Non-price Based Indicators.mp413.36MB
  131. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/009 Technical Analysis - Cycles.mp415.87MB
  132. ~Get Your Files Here !/19 - APPENDIX - Technical Analysis/010 Intermarket Analysis.mp43.45MB
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