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Python for Financial Analysis and Algorithmic Trading

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视频 2018-6-21 23:15 2024-11-6 23:03 217 2.38 GB 112
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文件列表
  1. 09 Capstone Stock Market Analysis Project/057 Stock Market Analysis Project Solutions Part One.mp463.36MB
  2. 01 Course Introduction/001 Introduction to Course.mp48.51MB
  3. 01 Course Introduction/002 Course Overview Lecture (DONT SKIP THIS).mp48.6MB
  4. 02 Course Materials and Set-up/006 Course Installation Guide.mp420.65MB
  5. 03 Python Crash Course/007 Welcome to the Python Crash Course.mp42.3MB
  6. 03 Python Crash Course/008 Introduction to Crash Course.mp42.42MB
  7. 03 Python Crash Course/009 Python Crash Course Part One.mp438MB
  8. 03 Python Crash Course/010 Python Crash Course Part Two.mp424.25MB
  9. 03 Python Crash Course/011 Python Crash Course Part Three.mp428.57MB
  10. 03 Python Crash Course/012 Python Crash Course Exercises.mp412.53MB
  11. 03 Python Crash Course/013 Python Crash Course Exercise Solutions.mp422.16MB
  12. 04 NumPy/014 Welcome to NumPy.mp42.84MB
  13. 04 NumPy/015 Introduction to NumPy.mp43.13MB
  14. 04 NumPy/016 NumPy Arrays.mp431.92MB
  15. 04 NumPy/017 Numpy Operations.mp49.54MB
  16. 04 NumPy/018 Numpy Indexing.mp420.29MB
  17. 04 NumPy/019 NumPy Review Exercise.mp414.68MB
  18. 04 NumPy/020 Numpy Exercise Solutions.mp427.06MB
  19. 05 General Pandas Overview/021 Welcome to Pandas.mp42.71MB
  20. 05 General Pandas Overview/022 Introduction to Pandas.mp45.05MB
  21. 05 General Pandas Overview/023 Series.mp415.34MB
  22. 05 General Pandas Overview/024 DataFrames.mp443.86MB
  23. 05 General Pandas Overview/025 DataFrames Part Two.mp445.95MB
  24. 05 General Pandas Overview/026 DataFrames Part Three.mp420.45MB
  25. 05 General Pandas Overview/027 Missing Data.mp413.06MB
  26. 05 General Pandas Overview/028 Group By with Pandas.mp416.04MB
  27. 05 General Pandas Overview/029 Merging Joining and Concatenating DataFrames.mp428.85MB
  28. 05 General Pandas Overview/030 Pandas Common Operations.mp426.15MB
  29. 05 General Pandas Overview/031 Data Input and Output.mp435.95MB
  30. 05 General Pandas Overview/032 General Pandas Review Exercises.mp48.71MB
  31. 05 General Pandas Overview/033 General Pandas Exercise Solutions.mp433.95MB
  32. 06 Visualization with Matplotlib and Pandas/034 Welcome to Visualization.mp42.91MB
  33. 06 Visualization with Matplotlib and Pandas/035 Introduction to Visualization in Python.mp43.48MB
  34. 06 Visualization with Matplotlib and Pandas/036 Matplotlib Basics - Part One.mp441.63MB
  35. 06 Visualization with Matplotlib and Pandas/037 Matplotlib Basics - Part Two.mp433.95MB
  36. 06 Visualization with Matplotlib and Pandas/038 Matplotlib Part Three.mp432.23MB
  37. 06 Visualization with Matplotlib and Pandas/039 Matplotlib Exercise.mp410.34MB
  38. 06 Visualization with Matplotlib and Pandas/040 Matplotlib Exercise Solutions.mp430.95MB
  39. 06 Visualization with Matplotlib and Pandas/041 Pandas Visualization Overview.mp431.54MB
  40. 06 Visualization with Matplotlib and Pandas/042 Pandas Time Series Visualization.mp439.72MB
  41. 06 Visualization with Matplotlib and Pandas/043 Pandas Visualization Exercise Overview.mp45.61MB
  42. 06 Visualization with Matplotlib and Pandas/044 Pandas Visualization Exercise Solutions.mp432.35MB
  43. 07 Data Sources/045 Introduction to Data Sources.mp42.53MB
  44. 07 Data Sources/047 Pandas DataReader.mp49.79MB
  45. 07 Data Sources/048 Quandl.mp427.07MB
  46. 08 Pandas with Time Series Data/049 Welcome to Pandas for Time Series.mp41.62MB
  47. 08 Pandas with Time Series Data/050 Introduction to Time Series with Pandas.mp41.84MB
  48. 08 Pandas with Time Series Data/051 Datetime Index.mp418.34MB
  49. 08 Pandas with Time Series Data/052 Time Resampling.mp434.74MB
  50. 08 Pandas with Time Series Data/053 Time Shifts.mp417.08MB
  51. 08 Pandas with Time Series Data/054 Pandas Rolling and Expanding.mp438.73MB
  52. 09 Capstone Stock Market Analysis Project/055 Welcome to the Capstone Project.mp43.89MB
  53. 09 Capstone Stock Market Analysis Project/056 Stock Market Analysis Project.mp426.85MB
  54. 09 Capstone Stock Market Analysis Project/058 Python Stock Market Analysis Solutions - Part Two.mp427.48MB
  55. 09 Capstone Stock Market Analysis Project/059 Stock Market Analysis Project Solutions Part Three.mp453.42MB
  56. 09 Capstone Stock Market Analysis Project/060 Stock Market Analysis Project Solutions Part Four.mp419.64MB
  57. 10 Time Series Analysis/061 Welcome to Time Series Analysis.mp44.21MB
  58. 10 Time Series Analysis/062 Introduction to Time Series.mp45.3MB
  59. 10 Time Series Analysis/063 Time Series Basics.mp46.86MB
  60. 10 Time Series Analysis/064 Introduction to Statsmodels.mp439.55MB
  61. 10 Time Series Analysis/065 ETS Theory.mp47.69MB
  62. 10 Time Series Analysis/066 EWMA Theory.mp45.23MB
  63. 10 Time Series Analysis/067 EWMA Code Along.mp435.44MB
  64. 10 Time Series Analysis/068 ETS Code Along.mp414.83MB
  65. 10 Time Series Analysis/069 ARIMA Theory.mp417.29MB
  66. 10 Time Series Analysis/070 ACF and PACF.mp411.59MB
  67. 10 Time Series Analysis/071 ARIMA with Statsmodels.mp425.76MB
  68. 10 Time Series Analysis/073 ARIMA Code Part Two.mp432.28MB
  69. 10 Time Series Analysis/074 ARIMA Code Part Three.mp415.07MB
  70. 10 Time Series Analysis/075 ARIMA Code Part Four.mp435.09MB
  71. 11 Python Finance Fundamentals/077 Welcome to Finance Fundamentals.mp44.38MB
  72. 11 Python Finance Fundamentals/078 Introduction to Python Finance Fundamentals.mp41.66MB
  73. 11 Python Finance Fundamentals/079 Sharpe Ratio Slides.mp413.45MB
  74. 11 Python Finance Fundamentals/080 Portfolio Allocation Code Along Part One.mp439.65MB
  75. 11 Python Finance Fundamentals/081 Portfolio Allocation Code Along Part Two.mp414.01MB
  76. 11 Python Finance Fundamentals/082 Portfolio Optimization.mp49.53MB
  77. 11 Python Finance Fundamentals/083 Portfolio Optimization Code Along One.mp431.45MB
  78. 11 Python Finance Fundamentals/084 Portfolio Optimization Code Along Two.mp417.33MB
  79. 11 Python Finance Fundamentals/085 Portfolio Optimization Code Along Three.mp446.23MB
  80. 11 Python Finance Fundamentals/086 Key Financial Topics.mp42MB
  81. 11 Python Finance Fundamentals/087 Types of Funds.mp411.37MB
  82. 11 Python Finance Fundamentals/088 Order Books.mp425.73MB
  83. 11 Python Finance Fundamentals/089 Short Selling.mp44.8MB
  84. 11 Python Finance Fundamentals/090 CAPM - Capital Asset Pricing Model.mp49.83MB
  85. 11 Python Finance Fundamentals/091 CAPM Code Along.mp427.59MB
  86. 11 Python Finance Fundamentals/092 Stock Splits and Dividends.mp46.25MB
  87. 11 Python Finance Fundamentals/093 EMH.mp43.86MB
  88. 12 Basics of Algorithmic Trading with Quantopian/094 Welcome to the Quantopian Section.mp43.03MB
  89. 12 Basics of Algorithmic Trading with Quantopian/095 Introduction to Quantopian.mp430.96MB
  90. 12 Basics of Algorithmic Trading with Quantopian/097 Quantopian Research Basics.mp438.61MB
  91. 12 Basics of Algorithmic Trading with Quantopian/098 Quantopian Algorithms Basics Part One.mp433.29MB
  92. 12 Basics of Algorithmic Trading with Quantopian/099 Quantopian Algorithms Basics Part Two.mp433.94MB
  93. 12 Basics of Algorithmic Trading with Quantopian/100 First Trading Algorithm - Part One.mp436.49MB
  94. 12 Basics of Algorithmic Trading with Quantopian/101 First Trading Algorithm - Part Two.mp436.48MB
  95. 12 Basics of Algorithmic Trading with Quantopian/102 Trading Algorithm Exercise.mp48.91MB
  96. 12 Basics of Algorithmic Trading with Quantopian/103 Trading Algorithm Exercise Solutions Part One.mp426.42MB
  97. 12 Basics of Algorithmic Trading with Quantopian/104 Trading Algorithm Exercise Solutions Part Two.mp44.9MB
  98. 12 Basics of Algorithmic Trading with Quantopian/105 Quantopian Pipelines Factors.mp437.76MB
  99. 12 Basics of Algorithmic Trading with Quantopian/106 Quantopian Pipelines Filters.mp415.77MB
  100. 12 Basics of Algorithmic Trading with Quantopian/107 Quantopian Pipeline - Masking and Classifiers.mp425.41MB
  101. 13 Advanced Quantopian and Trading Algorithms/108 Welcome to Trading Algorithms.mp41.54MB
  102. 13 Advanced Quantopian and Trading Algorithms/109 Pipeline Trading Algorithm Example - Code Along - Part One.mp427.19MB
  103. 13 Advanced Quantopian and Trading Algorithms/110 Pipeline Trading Algorithm - Code Along - Part Two.mp425.77MB
  104. 13 Advanced Quantopian and Trading Algorithms/112 Pipeline Trading Algorithm Code along Part Three.mp450.56MB
  105. 13 Advanced Quantopian and Trading Algorithms/113 Leverage.mp428.92MB
  106. 13 Advanced Quantopian and Trading Algorithms/114 Hedging.mp431.29MB
  107. 13 Advanced Quantopian and Trading Algorithms/115 Hedging- Part Two.mp435.72MB
  108. 13 Advanced Quantopian and Trading Algorithms/116 Portfolio Analysis with PyFolio.mp436.82MB
  109. 13 Advanced Quantopian and Trading Algorithms/117 Stock Sentiment Analysis Project.mp435.25MB
  110. 13 Advanced Quantopian and Trading Algorithms/118 What are Futures.mp416.62MB
  111. 13 Advanced Quantopian and Trading Algorithms/119 Futures on Quantopian.mp447.71MB
  112. 13 Advanced Quantopian and Trading Algorithms/120 Futures on Quantopian Part Two.mp460.27MB
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