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001 Tableau Basics.html
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001 Welcome to Data Science A-ZTM.mp4
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34.8 MB
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002 Intro what you will learn in this section.mp4
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7.7 MB
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003 Profession of the future.mp4
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26.9 MB
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004 Areas of Data Science.mp4
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005 IMPORTANT Course Pathways.mp4
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18.6 MB
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006 BONUS Success Story.html
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1.8 KB
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007 Welcome to Part 1.mp4
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30.4 MB
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008 Intro what you will learn in this section.mp4
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13.3 MB
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009 Installing Tableau Desktop and Tableau Public FREE.mp4
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41.9 MB
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010 Challenge description view data in file.mp4
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21.2 MB
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011 Connecting Tableau to a Data file - CSV file.mp4
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24.9 MB
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012 Navigating Tableau - Measures and Dimensions.mp4
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25.1 MB
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013 Creating a calculated field.mp4
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23.3 MB
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014 Adding colours.mp4
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25.9 MB
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015 Adding labels and formatting.mp4
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016 Exporting your worksheet.mp4
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37.4 MB
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017 Section Recap.mp4
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018 Intro what you will learn in this section.mp4
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13.3 MB
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019 Get the Dataset Project Overview.mp4
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24.1 MB
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020 Connecting Tableau to an Excel File.mp4
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19.8 MB
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021 How to visualise an ad-hoc A-B test in Tableau.mp4
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022 Working with Aliases.mp4
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023 Adding a Reference Line.mp4
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024 Looking for anomalies.mp4
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34.4 MB
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025 Handy trick to validate your approach data.mp4
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37.3 MB
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026 Section Recap.mp4
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16.2 MB
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027 Intro what you will learn in this section.mp4
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15.2 MB
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028 Creating bins Visualizing distributions.mp4
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44.2 MB
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029 Creating a classification test for a numeric variable.mp4
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20.8 MB
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030 Combining two charts and working with them in Tableau.mp4
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26.9 MB
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031 Validating Tableau Data Mining with a Chi-Squared test.mp4
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50.5 MB
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032 Chi-Squared test when there is more than 2 categories.mp4
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033 Visualising Balance and Estimated Salary distribution.mp4
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034 Bonus Chi-Squared Test Stats Tutorial.mp4
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75 MB
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035 Bonus Chi-Squared Test Part 2 Stats Tutorial.mp4
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036 Section Recap.mp4
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037 Part Completed.mp4
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038 Welcome to Part 2.mp4
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039 Intro what you will learn in this section.mp4
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040 Types of variables Categorical vs Numeric.mp4
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041 Types of regressions.mp4
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042 Ordinary Least Squares.mp4
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043 R-squared.mp4
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044 Adjusted R-squared.mp4
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045 Intro what you will learn in this section.mp4
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046 Introduction to Gretl.mp4
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047 Get the dataset.mp4
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048 Import data and run descriptive statistics.mp4
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049 Reading Linear Regression Output.mp4
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29.7 MB
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050 Plotting and analysing the graph.mp4
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31 MB
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051 Intro what you will learn in this section.mp4
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26.8 MB
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052 Caveat assumptions of a linear regression.mp4
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053 Get the dataset.mp4
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054 Dummy Variables.mp4
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055 Dummy Variable Trap.mp4
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056 Ways to build a model BACKWARD FORWARD STEPWISE.mp4
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057 Backward Elimination - Practice time.mp4
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058 Using Adjusted R-squared to create Robust models.mp4
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059 Interpreting coefficients of MLR.mp4
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060 Section Recap.mp4
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061 Intro what you will learn in this section.mp4
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062 Get the dataset.mp4
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063 Binary outcome YesNo-Type Business Problems.mp4
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064 Logistic regression intuition.mp4
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065 Your first logistic regression.mp4
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066 False Positives and False Negatives.mp4
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067 Confusion Matrix.mp4
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068 Interpreting coefficients of a logistic regression.mp4
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069 Intro what you will learn in this section.mp4
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070 Get the dataset.mp4
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071 What is geo-demographic segmenation.mp4
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072 Lets build the model - first iteration.mp4
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073 Lets build the model - backward elimination STEP-BY-STEP.mp4
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074 Transforming independent variables.mp4
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075 Creating derived variables.mp4
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076 Checking for multicollinearity using VIF.mp4
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077 Correlation Matrix and Multicollinearity Intuition.mp4
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078 Model is Ready and Section Recap.mp4
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35 MB
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079 Intro what you will learn in this section.mp4
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080 Accuracy paradox.mp4
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6 MB
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081 Cumulative Accuracy Profile CAP.mp4
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082 How to build a CAP curve in Excel.mp4
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127 MB
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083 Assessing your model using the CAP curve.mp4
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084 Get my CAP curve template.mp4
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085 How to use test data to prevent overfitting your model.mp4
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086 Applying the model to test data.mp4
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087 Comparing training performance and test performance.mp4
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87.3 MB
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088 Section Recap.mp4
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089 Intro what you will learn in this section.mp4
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090 Power insights from your CAP.mp4
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091 Coefficients of a Logistic Regression - Plan of Attack advanced topic.mp4
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092 Odds ratio advanced topic.mp4
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093 Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4
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094 Deriving insights from your coefficients advanced topic.mp4
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92.3 MB
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095 Section Recap.mp4
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9.8 MB
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096 Intro what you will learn in this section.mp4
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097 What does model deterioration look like.mp4
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22.6 MB
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098 Why do models deteriorate.mp4
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099 Three levels of maintenance for deployed models.mp4
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100 Section Recap.mp4
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101 Welcome to Part 3.mp4
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102 Intro what you will learn in this section.mp4
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103 Working with Data.mp4
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104 What is a Data Warehouse What is a Database.mp4
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105 Setting up Microsoft SQL Server 2014 for practice.mp4
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106 Important Practice Database.mp4
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107 ETL for Data Science - what is Extract Transform Load ETL.mp4
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4.1 MB
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108 Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS.mp4
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10.3 MB
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109 Installing SSDT with MSVS Shell.mp4
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110 Intro what you will learn in this section.mp4
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111 Preparing your folder structure for your Data Science project.mp4
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112 Download the dataset for this section.mp4
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113 Two things you HAVE to do before the load.mp4
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114 Notepad.mp4
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115 Editpad Lite.mp4
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116 Intro what you will learn in this section.mp4
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117 Starting and navigating an SSIS Project.mp4
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118 Creating a flat file source task and OLE DB destination.mp4
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119 Setting up your flat file source connection.mp4
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120 Setting up your database connection and creating a RAW table.mp4
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121 Run the Upload Disable.mp4
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122 Due Dilligence Upload Quality Assurance.mp4
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123 Intro what you will learn in this section.mp4
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124 Download the dataset for this section.mp4
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125 How excel can mess up your data.mp4
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126 Bulletproof Blueprint for Data Wrangling before the Load.mp4
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127 SSIS Error Text qualifier not specified.mp4
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128 What do you do when your source file is corrupt Part 1.mp4
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129 What do you do when your source file is corrupt Part 2.mp4
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130 SSIS Error Data truncation.mp4
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131 Handy trick for finding anomalies in SQL.mp4
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132 Automating Error Handling in SSIS Conditional Split.mp4
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133 Automating Error Handling in SSIS Conditional Split Level 2.mp4
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134 How to analyze the error files.mp4
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135 Due Dilligence the one thing you HAVE to do every time.mp4
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136 Types of Errors in SSIS.mp4
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137 Summary.mp4
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138 Homework.mp4
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139 Intro what you will learn in this section.mp4
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140 Download the dataset for this section.mp4
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141 Getting To Know MS SQL Management Studio.mp4
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142 Shortcut to upload the data.mp4
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143 SELECT Statement.mp4
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144 Using the WHERE clause to filter data.mp4
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145 How to use Wildcards Regular Expressions in SQL and _.mp4
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146 Comments in SQL.mp4
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147 Order By.mp4
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148 Data Types in SQL.mp4
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149 Implicit Data Conversion in SQL.mp4
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150 Using Cast vs Convert.mp4
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151 Working with NULLs.mp4
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152 Understanding how LEFT RIGHT INNER and OUTER joins work.mp4
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153 Joins with duplicate values.mp4
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154 Joining on multiple fields.mp4
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155 Practicing Joins.mp4
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156 Intro what you will learn in this section.mp4
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157 RAW WRK DRV tables.mp4
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158 Download the dataset for this section.mp4
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159 Create your first Stored Proc in SQL.mp4
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160 Executing Stored Procedures.mp4
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161 Modifying Stored Procedures.mp4
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162 Create table.mp4
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163 Insert INTO.mp4
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164 Check if table exists drop table Truncate.mp4
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165 Intermediate Recap - Procs.mp4
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166 Create the proc for the second file.mp4
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167 Adding leading zeros.mp4
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168 Converting data on the fly.mp4
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169 How to create a proc template.mp4
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170 Archiving Procs.mp4
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171 What you can do with these tables going forward drv files etc..mp4
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172 Intro what you will learn in this section.mp4
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173 Download the dataset for this section.mp4
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174 Upload the data to RAW table.mp4
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175 Create Stored Proc.mp4
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176 How to deal with errors using the isnumeric function.mp4
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177 How to deal errors using the len function.mp4
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178 How to deal with errors using the isdate function.mp4
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179 Additional Quality Assurance check Balance.mp4
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180 Additional Quality Assurance check ZipCode.mp4
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181 Additional Quality Assurance check Birthday.mp4
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182 Part Completed.mp4
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183 ETL Error Handling Vehicle Service Project.mp4
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184 Welcome to Part 4.mp4
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185 Intro what you will learn in this section.mp4
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186 Cross-departmental Work.mp4
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187 Come to me with a Business Problem.mp4
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188 Setting expectations and pre-project communication.mp4
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189 Go and sit with them.mp4
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190 The art of saying No.mp4
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191 Sometimes you have to go to the top.mp4
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192 Building a data culture.mp4
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193 Intro what you will learn in this section.mp4
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194 Case study.mp4
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195 Analysing the intro.mp4
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196 Intro dissection - recap.mp4
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197 REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4
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198 My brainstorming method.mp4
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199 How to present to executives.mp4
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200 The truth is not always pretty.mp4
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201 Passion and the Wow-factor.mp4
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202 Bonus my full presentation LIVE 2015.mp4
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203 Bonus links to other examples of good storytelling.html
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204 Advanced Data Mining with Tableau Visualising Credit Score Tenure.mp4
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205 Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4
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206 ETL Error Handling Phases 1 and 2.mp4
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207 ETL Error Handling Vehicle Service Project Part 1 of 3.mp4
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208 ETL Error Handling Vehicle Service Project Part 2 of 3.mp4
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209 ETL Error Handling Vehicle Service Project Part 3 of 3.mp4
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210 YOUR SPECIAL BONUS.html
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Freetutorials.us.url
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[FreeTutorials.us].txt
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![[UDEMY] DATA SCIENCE A-Z™: REAL-LIFE DATA SCIENCE EXERCISES INCLUDED](/static/img/no-torrent-image.png "[UDEMY] DATA SCIENCE A-Z™: REAL-LIFE DATA SCIENCE EXERCISES INCLUDED")
