Files Included :

1 - What is Technical Analysis Course Overview.mp4 (42.03 MB)
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2 - Tips How to get the most out of this course.mp4 (58.24 MB)
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3 - Did you know what Data can tell us about Technical Analysis.mp4 (15.21 MB)
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6 - Course Materials Download Updated May 2023.mp4 (5.8 MB)
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6 - Course-Materials.zip (3.77 MB)
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80 - Introduction.mp4 (4.82 MB)
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81 - A combined MACD RSI Strategy Overview.mp4 (15.15 MB)
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82 - Backtesting and Optimizing the Strategies separately.mp4 (25.45 MB)
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83 - Combining MACD with RSI and Backtesting.mp4 (36.22 MB)
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84 - Introduction.mp4 (2.8 MB)
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85 - Getting the Data.mp4 (7.25 MB)
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86 - Defining an SO Strategy.mp4 (65.8 MB)
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87 - Vectorized Strategy Backtesting.mp4 (29.78 MB)
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88 - The SO Backtesting Class in Action.mp4 (73.15 MB)
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89 - OOP Challenge Create the SO Backtesting Class incl Solution.mp4 (23.71 MB)
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90 - Alternative SO Strategies and Interpretations.mp4 (29.51 MB)
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91 - Introduction.mp4 (4.69 MB)
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92 - Bollinger Bands Overview.mp4 (19.68 MB)
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93 - Getting the Data.mp4 (13.35 MB)
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94 - Defining a Bollinger Bands MeanReversion Strategy Part 1.mp4 (25.82 MB)
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95 - Defining a Bollinger Bands MeanReversion Strategy Part 2.mp4 (77.48 MB)
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96 - Vectorized Strategy Backtesting.mp4 (47.92 MB)
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97 - The BB Backtesting Class in action.mp4 (31.79 MB)
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98 - OOP Challenge Create the BB Backtesting Class incl Solution.mp4 (16.34 MB)
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100 - Pivot Point Overview and Data requirements.mp4 (61.88 MB)
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101 - Adding Pivot Point and Support and Resistance Lines.mp4 (34.68 MB)
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102 - Defining a simple Pivot Point Strategy.mp4 (25.58 MB)
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103 - Vectorized Strategy Backtesting.mp4 (48.49 MB)
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104 - Starting with raw Data.mp4 (11.13 MB)
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105 - Preparing the Data 1 Timezone Conversion.mp4 (28.5 MB)
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106 - Preparing the Data 2 Resampling to daily NY Close.mp4 (16.43 MB)
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107 - Preparing the Data 3 OHLC Resampling.mp4 (28.39 MB)
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108 - Preparing the Data 4 Merging Intraday and Daily Data.mp4 (51.32 MB)
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109 - Final Remarks Now its your turn.mp4 (5.3 MB)
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99 - Introduction.mp4 (5.81 MB)
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110 - Introduction.mp4 (3.92 MB)
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111 - Getting the Data.mp4 (4.02 MB)
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112 - A first Intuition on Fibonacci Retracement Uptrend.mp4 (62.84 MB)
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113 - A first Intuition on Fibonacci Retracement Downtrend.mp4 (36.89 MB)
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114 - Identifying Local Highs.mp4 (46.06 MB)
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115 - Identifying Local Lows.mp4 (36.33 MB)
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116 - Highs and Lows an iterative approach.mp4 (38.81 MB)
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117 - Identifying Trends Uptrend Downtrend.mp4 (33.43 MB)
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118 - Adding Fibonacci Retracement Levels.mp4 (14.77 MB)
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119 - A Fibonacci Retracement Breakout Strategy.mp4 (66.38 MB)
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120 - Vectorized Strategy Backtesting.mp4 (35.61 MB)
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121 - Final Remarks and alternative Strategies.mp4 (5.31 MB)
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122 - Introduction.mp4 (3.01 MB)
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123 - Importing Time Series Data from csvfiles.mp4 (31.09 MB)
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124 - Converting strings to datetime objects with pdtodatetime.mp4 (66.54 MB)
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125 - Indexing and Slicing Time Series.mp4 (66.92 MB)
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126 - Downsampling Time Series with resample.mp4 (94.7 MB)
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127 - Coding Exercise 1.mp4 (43.03 MB)
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128 - Getting Ready Installing required library.mp4 (13.24 MB)
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129 - Importing Stock Price Data from Yahoo Finance.mp4 (67.64 MB)
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130 - Initial Inspection and Visualization.mp4 (47.69 MB)
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131 - Normalizing Time Series to a Base Value 100.mp4 (36.01 MB)
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132 - The shift method.mp4 (39.99 MB)
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133 - The methods diff and pctchange.mp4 (29.11 MB)
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134 - Measuring Stock Performance with MEAN Returns and STD of Returns.mp4 (27.45 MB)
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135 - Financial Time Series Return and Risk.mp4 (37.8 MB)
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136 - Financial Time Series Covariance and Correlation.mp4 (19.8 MB)
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138 - Simple Returns vs Log Returns.mp4 (26.2 MB)
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139 - Importing Financial Data from Excel.mp4 (91.23 MB)
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140 - Simple Moving Averages SMA with rolling.mp4 (34.46 MB)
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141 - Momentum Trading Strategies with SMAs.mp4 (27.68 MB)
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142 - Exponentiallyweighted Moving Averages EWMA.mp4 (18.06 MB)
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143 - Merging Aligning Financial Time Series handson.mp4 (18.49 MB)
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144 - Helpful DatetimeIndex Attributes and Methods.mp4 (49.69 MB)
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145 - Filling NA Values with bfill ffill and interpolation.mp4 (61.14 MB)
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146 - Timezones and Converting Part 1.mp4 (21.74 MB)
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147 - Timezones and Converting Part 2.mp4 (41.07 MB)
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148 - Introduction.mp4 (1.22 MB)
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149 - Introduction to OOP and examples for Classes.mp4 (87.02 MB)
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151 - The Financial Analysis Class live in action Part 1.mp4 (20.75 MB)
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152 - The Financial Analysis Class live in action Part 2.mp4 (17.22 MB)
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153 - The special method init.mp4 (32.56 MB)
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154 - The method getdata.mp4 (36.6 MB)
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155 - The method logreturns.mp4 (16.92 MB)
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156 - String representation and the special method repr.mp4 (26.63 MB)
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157 - The methods plotprices and plotreturns.mp4 (39.91 MB)
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158 - Encapsulation and protected Attributes.mp4 (28.97 MB)
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159 - The method setticker.mp4 (29.09 MB)
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160 - Adding more methods and performance metrics.mp4 (33.62 MB)
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161 - Inheritance.mp4 (124.42 MB)
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162 - Inheritance and the super Function.mp4 (63.54 MB)
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163 - Adding meaningful Docstrings.mp4 (42.29 MB)
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164 - Creating and Importing Python Modules py.mp4 (16.28 MB)
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165 - Coding Exercise 3 Create your own Class.mp4 (29.6 MB)
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10 - How to work with Jupyter Notebooks.mp4 (66.56 MB)
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7 - Overview.mp4 (2.17 MB)
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8 - Download and Install Anaconda.mp4 (68.22 MB)
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9 - How to open Jupyter Notebooks.mp4 (110.85 MB)
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11 - Overview.mp4 (17.01 MB)
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12 - Installing and importing required LibrariesPackages.mp4 (16.2 MB)
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14 - Loading Financial Data from the Web.mp4 (60.07 MB)
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15 - Charting Simple Line Charts.mp4 (37.91 MB)
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16 - Charting Interactive Line Charts with Cufflinks and Plotly.mp4 (28.77 MB)
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17 - How to customize Plotly Charts.mp4 (38.01 MB)
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18 - Candlestick and OHLC Bar Charts.mp4 (38.4 MB)
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19 - Bar Size Granularity.mp4 (64.82 MB)
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20 - Volume Charts.mp4 (15.21 MB)
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21 - Technical Indicators Overview and Examples.mp4 (20.72 MB)
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22 - Trend Lines.mp4 (16.72 MB)
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23 - Support and Resistance Lines.mp4 (23.92 MB)
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24 - Section Overview.mp4 (7.84 MB)
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25 - Technical Analysis vs Fundamental Analysis.mp4 (48.62 MB)
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26 - Technical Analysis and the Efficient Market Hypothesis EMH.mp4 (39.51 MB)
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27 - Technical Analysis Applications and Use Cases.mp4 (76 MB)
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28 - An Introduction to Currencies FOREX and Trading.mp4 (56.81 MB)
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29 - Introduction.mp4 (13.51 MB)
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30 - Getting the Data.mp4 (16.05 MB)
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31 - A simple Buy and Hold Strategy.mp4 (22.67 MB)
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32 - Performance Metrics.mp4 (44.53 MB)
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33 - SMA Crossover Strategies Overview.mp4 (26.4 MB)
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34 - Defining an SMA Crossover Strategy.mp4 (36.95 MB)
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35 - Vectorized Strategy Backtesting.mp4 (68.9 MB)
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36 - Finding the optimal SMA Strategy.mp4 (102.05 MB)
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37 - Generalization with OOP An SMA Backtesting Class in action.mp4 (79.49 MB)
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38 - OOP the special method init.mp4 (17.93 MB)
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39 - OOP the method getdata.mp4 (78.3 MB)
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40 - OOP the method setparameters.mp4 (30.09 MB)
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41 - OOP the method teststrategy.mp4 (53.07 MB)
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42 - OOP the method plotresults.mp4 (19.31 MB)
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43 - OOP the method updateandrun.mp4 (38.91 MB)
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44 - OOP the method optimizeparameters.mp4 (27.96 MB)
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45 - OOP Docstrings and String Representation.mp4 (44.2 MB)
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46 - Trading Costs Part 1.mp4 (36.14 MB)
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47 - Trading Costs Part 2.mp4 (53.61 MB)
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48 - Trading Costs Part 3.mp4 (15 MB)
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49 - Special Case PriceSMA Crossover.mp4 (10.76 MB)
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50 - Introduction.mp4 (6.54 MB)
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51 - EMA Crossover Strategies Overview.mp4 (11.73 MB)
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52 - Getting the Data.mp4 (4.11 MB)
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53 - EMA vs SMA.mp4 (23.78 MB)
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54 - Defining an EMA Crossover Strategy.mp4 (29.18 MB)
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55 - Vectorized Strategy Backtesting.mp4 (34.51 MB)
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56 - OOP Challenge Create the EMA Backtesting Class incl Solution.mp4 (18.98 MB)
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57 - The EMA Backtesting Class in Action.mp4 (38.37 MB)
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58 - Introduction.mp4 (3.15 MB)
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59 - SMA EMA Crossover Strategies Overview.mp4 (11.95 MB)
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60 - Instructions some Hints.mp4 (3.66 MB)
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61 - Solution.mp4 (58.71 MB)
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62 - Introduction.mp4 (3.59 MB)
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63 - MACD Strategies Overview.mp4 (21.82 MB)
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64 - Getting the Data.mp4 (3.8 MB)
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65 - Defining an MACD Strategy Part 1.mp4 (33.62 MB)
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66 - Defining an MACD Strategy Part 2.mp4 (16.54 MB)
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67 - Vectorized Strategy Backtesting.mp4 (37.48 MB)
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68 - The MACD Backtesting Class in Action.mp4 (45.72 MB)
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69 - OOP Challenge Create the MACD Backtesting Class incl Solution.mp4 (74.12 MB)
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70 - Alternative MACD Strategies and Interpretations.mp4 (45.05 MB)
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71 - Introduction.mp4 (3.48 MB)
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72 - RSI Strategies Overview.mp4 (24.61 MB)
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73 - Getting the Data.mp4 (2.35 MB)
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74 - Defining an RSI Strategy Part 1.mp4 (41.42 MB)
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75 - Defining an RSI Strategy Part 2.mp4 (32.12 MB)
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76 - Vectorized Strategy Backtesting.mp4 (26.89 MB)
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77 - The RSI Backtesting Class in Action.mp4 (62.62 MB)
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78 - OOP Challenge Create the RSI Backtesting Class incl Solution.mp4 (20.9 MB)
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79 - Alternative RSI Strategies and Interpretations.mp4 (44.48 MB)
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