download скачать Free download скачать : Udemy Complete Python and Data Science Course for Absolute Beginners
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:10.73 GB

Files Included :

001 Introduction.mp4 (36.23 MB)
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002 Intro To Python.mp4 (40.4 MB)
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003 Variables.mp4 (108.02 MB)
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004 Type Conversion Examples.mp4 (63.79 MB)
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005 Operators.mp4 (46.46 MB)
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006 Operators Examples.mp4 (126.57 MB)
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007 Collections.mp4 (51.61 MB)
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008 Lists.mp4 (73.31 MB)
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009 Multidimensional List Examples.mp4 (47.68 MB)
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010 Tuples Examples.mp4 (56.36 MB)
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011 Dictionaries Examples.mp4 (90.91 MB)
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012 Ranges Examples.mp4 (57.6 MB)
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013 Conditionals.mp4 (46.77 MB)
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014 If Statement Examples.mp4 (56.84 MB)
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015 If Statement Variants Examples.mp4 (73.77 MB)
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016 Loops.mp4 (49.95 MB)
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017 While Loops Examples.mp4 (65.87 MB)
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018 For Loops Examples.mp4 (72.16 MB)
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019 Functions.mp4 (54.59 MB)
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020 Functions Examples.mp4 (51.34 MB)
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021 Parameters And Return Values Examples.mp4 (82.3 MB)
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022 Classes and Objects.mp4 (78.5 MB)
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023 Classes Example.mp4 (78.8 MB)
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024 Objects Examples.mp4 (86.43 MB)
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025 Inheritance Examples.mp4 (133.38 MB)
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026 Static Members Example.mp4 (83.23 MB)
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027 Summary and Outro.mp4 (29.29 MB)
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028 Python-Language-Basics.zip (102.21 KB)
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029 00  Course Intro.mp4 (35.01 MB)
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030 01  Intro To Pyplot.mp4 (35.12 MB)
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031 02  Installing Matplotlib.mp4 (35.71 MB)
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032 03  Basic Line Plot.mp4 (58.3 MB)
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033 04  Customizing Graphs.mp4 (85.06 MB)
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034 05  Plotting Multiple Datasets.mp4 (70.29 MB)
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035 06  Bar Chart.mp4 (46.01 MB)
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036 07  Pie Chart.mp4 (61.22 MB)
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037 08  Histogram.mp4 (65.01 MB)
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038 09  3D Plotting.mp4 (51.39 MB)
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039 10  Course Outro.mp4 (26.5 MB)
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040 Pyplot-Code.zip (271.7 KB)
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041 00  Panda Course Introduction.mp4 (39.47 MB)
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042 01  Intro To Pandas.mp4 (50.33 MB)
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043 02  Installing Pandas.mp4 (35.62 MB)
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044 03  Creating Pandas Series.mp4 (123.1 MB)
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045 04  Date Ranges.mp4 (63.5 MB)
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046 05  Getting Elements From Series.mp4 (102.44 MB)
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047 06  Getting Properties Of Series.mp4 (70.72 MB)
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048 07  Modifying Series.mp4 (103.27 MB)
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049 08  Operations On Series.mp4 (65.1 MB)
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050 09  Creating Pandas Dataframes.mp4 (140.11 MB)
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051 10  Getting Elements From Dataframes.mp4 (140.82 MB)
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052 11  Getting Properties From Dataframes.mp4 (111.67 MB)
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053 12  Dataframe Modification.mp4 (240.74 MB)
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054 13  Dataframe Operations.mp4 (119.06 MB)
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055 14 Dataframe Comparisons And Iteration.mp4 (92.99 MB)
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056 15  Reading CSVs.mp4 (79.86 MB)
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057 16 summary And Outro.mp4 (32.62 MB)
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058 Source-Files.zip (74.24 KB)
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059 Introduction to Data Mining.mp4 (78.62 MB)
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060 Project-Files-Data-Mining-with-Mammoth-Interactive.zip (533.93 KB)
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061 Data Wrangling Demystified.mp4 (576.29 MB)
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062 Project-Files-Data-Wrangling-with-Mammoth-Interactive.zip (804.95 KB)
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063 01  Cluster Analysis.mp4 (232.15 MB)
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064 02  Classification and Regression.mp4 (301.49 MB)
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065 03  Association and Correlation.mp4 (124.1 MB)
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066 04  Dimensionality Reduction.mp4 (271.85 MB)
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067 Project-Files-Data-Mining-fundamentals-with-Mammoth-Interactive.zip (533.93 KB)
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068 01  Apache Spark - An Overview Of The Framework.mp4 (227.92 MB)
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069 02  Spark Key Functions.mp4 (193.57 MB)
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070 03  Spark Machine Learning.mp4 (91.07 MB)
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071 04  EXAMPLES - Using The Machine Learning Pipeline.mp4 (72.51 MB)
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072 Project-Files-Frameworks-with-Mammoth-Interactive.zip (122.62 KB)
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073 01  Text Mining.mp4 (160.72 MB)
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074 02  Network  Mining.mp4 (106.57 MB)
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075 03  Matrix.mp4 (67.34 MB)
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076 04  SQL.mp4 (127.47 MB)
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077 Mining-and-Storing-with-Mammoth-Interactive.zip (755.79 KB)
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078 01 NLP Data Cleaning.mp4 (76.73 MB)
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079 02  Count Vectorizer.mp4 (77.95 MB)
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080 03  NLP Example with Spam.mp4 (98.46 MB)
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081 04  Tweak Model with Spam Data.mp4 (61.95 MB)
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082 05  Pipeline with Spam Data.mp4 (49.69 MB)
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083 Project-Files-NLP-with-Mammoth-Interactive.zip (211.04 KB)
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084 06  Conclusion and Challenge.mp4 (60.68 MB)
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085 07-Conclusion-Files-Mammoth-Interactive.zip (758 B)
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086 00 Project Preview.mp4 (26.26 MB)
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087 01 What Is Apache Spark.mp4 (13.46 MB)
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088 02 What Are Resilient Distributed Datasets.mp4 (7.43 MB)
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089 03A What Is A Dataframe.mp4 (8.63 MB)
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090 03B What You'll Need.mp4 (8.64 MB)
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091 Source-Files.zip (2.95 MB)
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092 04 Start A Spark Session.mp4 (23.55 MB)
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093 05 Load Data As A CSV.mp4 (41.08 MB)
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094 06 Perform Basic Dataframe Operations.mp4 (32.18 MB)
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095 07 Format Dataframe Table.mp4 (38.95 MB)
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096 08 Perform Dataframe Math Operations.mp4 (62.75 MB)
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097 09 Perform Dataframe Queries.mp4 (87.99 MB)
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098 10 Build SQL Queries With Spark.mp4 (44.19 MB)
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099 Source-Files.zip (59.33 KB)
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100 00 Project Preview.mp4 (19.82 MB)
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101 01 Convert Csv File To A Python List.mp4 (95.68 MB)
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102 02 Tokenize Text Data.mp4 (168.6 MB)
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103 03 Find Most Popular Lemmatized Words.mp4 (92.61 MB)
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104 04 Build Dataframes Per Part Of Speech.mp4 (34.01 MB)
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105 05 Plot Word Frequency.mp4 (58.06 MB)
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106 Source-Files.zip (11.31 KB)
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107 00 Project Preview.mp4 (16.89 MB)
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108 01 Load A Dataset.mp4 (71.53 MB)
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109 02 Analyze The Main Feature.mp4 (15.95 MB)
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110 03 Analyze Numerical Features.mp4 (59.18 MB)
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111 04 Analyze Categorical Features.mp4 (54.34 MB)
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112 Source-Files.zip (193.04 KB)
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113 01 Find Relationships Between Numerical Features.mp4 (68.93 MB)
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114 02 Find Relationships Between Categorical Features.mp4 (49.22 MB)
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115 03 Build Conditional Plots.mp4 (48.51 MB)
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116 Source-Files.zip (3.94 KB)
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117 00 Course Overview.mp4 (7.96 MB)
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118 01 What You'll Need.mp4 (13.53 MB)
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119 Source-files.zip (1.72 MB)
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120 01 Why You Must Know How To Work With Data.mp4 (15.59 MB)
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121 Source-Files.zip (1.64 MB)
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122 01 How To Read An ER Model.mp4 (13.99 MB)
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123 Source-Files.zip (570.4 KB)
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124 01 What Is A Database.mp4 (21.56 MB)
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125 02 What Is A Relational Database.mp4 (13.28 MB)
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126 Source-Files.zip (1.64 MB)
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127 01 How To Design Columns And Data Types.mp4 (9.19 MB)
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128 02 Use Normal Forms To Check Your Design.mp4 (27.01 MB)
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129 Source-files.zip (1.81 MB)
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130 01 Build A SQLite Database With Python.mp4 (34.35 MB)
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131 02 Add An Entry To The Table With SQL.mp4 (33.01 MB)
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132 03 Add More Records To The Table.mp4 (34.96 MB)
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133 04 Build A Second Table For Cross-Referencing.mp4 (75.5 MB)
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134 05 Select Rows That Meet Conditions.mp4 (46.88 MB)
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135 Source-files.zip (11.75 KB)
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136 Course Overview.mp4 (8.95 MB)
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137 01 Load And Create Data.mp4 (66.55 MB)
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138 02 Perform Exploratory Data Analysis.mp4 (27.24 MB)
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139 03 Visualize Data With Different Plots.mp4 (57.55 MB)
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140 04 Analyze Features With More Plots.mp4 (35.07 MB)
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141 05 Build Plots With Seaborn.mp4 (35.42 MB)
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142 06 Build A Bokeh Plot.mp4 (37.34 MB)
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143 07 Build A 3D Scatter Plot.mp4 (20.07 MB)
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144 08 Rank Feature Importance.mp4 (39.64 MB)
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145 09 Compare Positive And Negative Returns.mp4 (35.48 MB)
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146 Source-Files.zip (10.19 KB)
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147 00 Project Preview.mp4 (10.9 MB)
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148 01 Load Crypto Prices Dataset.mp4 (59.82 MB)
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149 02 Visualize Bitcoin Price Trend.mp4 (23.35 MB)
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150 03 Predict Price With Facebook Prophet.mp4 (39.19 MB)
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151 04 Analyze Model Performance.mp4 (74.87 MB)
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152 05 Visualize Model Results.mp4 (26.64 MB)
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153 06 Predict Monthly Trend.mp4 (62.1 MB)
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154 07 Predict Weekly Trend.mp4 (36.9 MB)
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155 08 Compare Final Stock Price Of Different Strategies.mp4 (42.98 MB)
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156 09-Source-Files.zip (24.87 KB)
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157 00 Project Preview.mp4 (12.71 MB)
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158 01 Fetch Stock Data.mp4 (57.59 MB)
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159 02 Visualize Stock Data Features.mp4 (47.77 MB)
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160 03 Calculate Daily Return.mp4 (24.09 MB)
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161 04 Compare Returns Of Different Stocks.mp4 (73.48 MB)
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162 05 Compare Closing Prices.mp4 (56.03 MB)
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163 Source-Files.zip (3.95 KB)
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164 01 Visualize Standard Deviation And Expected Returns.mp4 (26.74 MB)
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165 02 Calculate Value At Risk.mp4 (21.08 MB)
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166 03 Monte Carlo Analysis To Estimate Risk.mp4 (52.01 MB)
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167 04 Visualize Price Distribution.mp4 (60.41 MB)
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168 Source-Files.zip (5.94 KB)
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169 00 What Is Web Scraping.mp4 (21.98 MB)
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170 01 What You'll Need.mp4 (7.49 MB)
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171 Source-Files.zip (1.42 MB)
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172 02 Build An HTML Webpage To Scrape.mp4 (84.26 MB)
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173 03 Select Data Structures From A Webpage.mp4 (34.93 MB)
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174 04 Extract URLs And Text.mp4 (38.75 MB)
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175 05 Work With Tags.mp4 (38.63 MB)
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176 06 Work With Attributes.mp4 (23.85 MB)
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177 07 Add Navigation To A String.mp4 (24.29 MB)
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178 08 Navigate HTML Contents.mp4 (61.44 MB)
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179 09 Find All Filter.mp4 (32.42 MB)
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180 Source-Files.zip (6.76 KB)
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181 01 Project Preview.mp4 (9.38 MB)
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182 02 What Is Plotly And Dash.mp4 (18.69 MB)
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183 03 What You'll Need.mp4 (10.75 MB)
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184 Source-Files.zip (1.99 MB)
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185 01 Build A Dash App.mp4 (98.92 MB)
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186 02 Build A Graph In The Dash App.mp4 (77.88 MB)
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187 Source-Files.zip (1.36 KB)
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188 01 Load Data From Vega Datasets.mp4 (33.49 MB)
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189 02 Build The Layout.mp4 (55.74 MB)
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190 03 Build A Chart With Altair.mp4 (71.97 MB)
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191 Source-Files.zip (2.4 KB)
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192 01 Project Preview.mp4 (15.63 MB)
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193 01 Build A Dataset.mp4 (141.13 MB)
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194 02 Compute Support And Confidence - If A Person Watches X, They Will Watch Y.mp4 (64.77 MB)
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195 03 Compute Support And Confidence For All Channels.mp4 (92.1 MB)
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196 04 Determine Which Videos Are Best To Recommend.mp4 (67.8 MB)
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197 Source-Files.zip (5.4 KB)
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