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| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [FreeCourseSite.com].url |
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| 100 - Odds ratio advanced topic.mp4 |
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| 100 - Odds ratio advanced topic English.vtt |
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| 101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4 |
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| 101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic English.vtt |
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| 102 - Deriving insights from your coefficients advanced topic.mp4 |
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| 102 - Deriving insights from your coefficients advanced topic English.vtt |
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| 103 - Section Recap.mp4 |
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| 103 - Section Recap English.vtt |
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| 104 - Intro what you will learn in this section.mp4 |
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| 104 - Intro what you will learn in this section English.vtt |
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| 105 - What does model deterioration look like.mp4 |
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| 105 - What does model deterioration look like English.vtt |
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| 106 - Why do models deteriorate.mp4 |
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| 106 - Why do models deteriorate English.vtt |
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| 107 - Three levels of maintenance for deployed models.mp4 |
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| 107 - Three levels of maintenance for deployed models English.vtt |
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| 108 - Section Recap.mp4 |
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| 108 - Section Recap English.vtt |
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| 109 - Welcome to Part 3.mp4 |
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| 109 - Welcome to Part 3 English.vtt |
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| 10 - IMPORTANT Course Pathways.mp4 |
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| 10 - IMPORTANT Course Pathways English.vtt |
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| 110 - Intro what you will learn in this section.mp4 |
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| 110 - Intro what you will learn in this section English.vtt |
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| 111 - Working with Data.mp4 |
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| 111 - Working with Data English.vtt |
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| 112 - What is a Data Warehouse What is a Database.mp4 |
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| 112 - What is a Data Warehouse What is a Database English.vtt |
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| 113 - Setting up Microsoft SQL Server 2014 for practice.mp4 |
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| 113 - Setting up Microsoft SQL Server 2014 for practice English.vtt |
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| 114 - Important Practice Database.mp4 |
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| 114 - Important Practice Database English.vtt |
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| 115 - ETL for Data Science.mp4 |
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| 115 - ETL for Data Science English.vtt |
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| 116 - Microsoft BI Tools What is SSDT.mp4 |
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| 116 - Microsoft BI Tools What is SSDT English.vtt |
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| 117 - Installing SSDT with MSVS Shell.mp4 |
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| 117 - Installing SSDT with MSVS Shell English.vtt |
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| 118 - Intro what you will learn in this section.mp4 |
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| 118 - Intro what you will learn in this section English.vtt |
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| 119 - Preparing your folder structure for your Data Science project.mp4 |
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| 119 - Preparing your folder structure for your Data Science project English.vtt |
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| 11 - Some Additional Resources.html |
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| 120 - Download the dataset for this section.mp4 |
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| 120 - Download the dataset for this section English.vtt |
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| 121 - Two things you HAVE to do before the load.mp4 |
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| 121 - Two things you HAVE to do before the load English.vtt |
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| 122 - Notepad.mp4 |
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| 123 - Editpad Lite.mp4 |
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| 124 - Intro what you will learn in this section.mp4 |
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| 124 - Intro what you will learn in this section English.vtt |
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| 125 - Starting and navigating an SSIS Project.mp4 |
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| 125 - Starting and navigating an SSIS Project English.vtt |
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| 126 - Creating a flat file source task and OLE DB destination.mp4 |
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| 126 - Creating a flat file source task and OLE DB destination English.vtt |
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| 127 - Setting up your flat file source connection.mp4 |
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| 127 - Setting up your flat file source connection English.vtt |
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| 128 - Setting up your database connection and creating a RAW table.mp4 |
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| 128 - Setting up your database connection and creating a RAW table English.vtt |
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| 129 - Run the Upload & Disable.mp4 |
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| 129 - Run the Upload & Disable English.vtt |
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| 12 - BONUS Interview with DJ Patil.html |
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| 130 - Due Dilligence Upload Quality Assurance.mp4 |
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| 130 - Due Dilligence Upload Quality Assurance English.vtt |
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| 131 - Intro what you will learn in this section.mp4 |
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| 131 - Intro what you will learn in this section English.vtt |
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| 132 - Download the dataset for this section.mp4 |
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| 132 - Download the dataset for this section English.vtt |
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| 133 - How excel can mess up your data.mp4 |
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| 133 - How excel can mess up your data English.vtt |
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| 134 - Bulletproof Blueprint for Data Wrangling before the Load.mp4 |
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| 134 - Bulletproof Blueprint for Data Wrangling before the Load English.vtt |
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| 135 - SSIS Error Text qualifier not specified.mp4 |
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| 135 - SSIS Error Text qualifier not specified English.vtt |
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| 136 - What do you do when your source file is corrupt Part 1.mp4 |
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| 136 - What do you do when your source file is corrupt Part 1 English.vtt |
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| 137 - What do you do when your source file is corrupt Part 2.mp4 |
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| 137 - What do you do when your source file is corrupt Part 2 English.vtt |
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| 138 - SSIS Error Data truncation.mp4 |
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| 138 - SSIS Error Data truncation English.vtt |
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| 139 - Handy trick for finding anomalies in SQL.mp4 |
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| 139 - Handy trick for finding anomalies in SQL English.vtt |
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| 13 - Welcome to Part 1.mp4 |
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| 140 - Automating Error Handling in SSIS Conditional Split.mp4 |
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| 141 - Automating Error Handling in SSIS Conditional Split Level 2.mp4 |
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| 141 - Automating Error Handling in SSIS Conditional Split Level 2 English.vtt |
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| 142 - How to analyze the error files.mp4 |
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| 142 - How to analyze the error files English.vtt |
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| 143 - Due Dilligence the one thing you HAVE to do every time.mp4 |
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| 143 - Due Dilligence the one thing you HAVE to do every time English.vtt |
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| 144 - Types of Errors in SSIS.mp4 |
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| 144 - Types of Errors in SSIS English.vtt |
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| 145 - Summary.mp4 |
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| 145 - Summary English.vtt |
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| 146 - Homework.mp4 |
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| 147 - Intro what you will learn in this section.mp4 |
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| 147 - Intro what you will learn in this section English.vtt |
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| 148 - Download the dataset for this section.mp4 |
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| 148 - Download the dataset for this section English.vtt |
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| 149 - Getting To Know MS SQL Management Studio.mp4 |
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| 149 - Getting To Know MS SQL Management Studio English.vtt |
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| 14 - Intro what you will learn in this section.mp4 |
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| 150 - Shortcut to upload the data.mp4 |
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| 150 - Shortcut to upload the data English.vtt |
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| 151 - SELECT Statement.mp4 |
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| 151 - SELECT Statement English.vtt |
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| 152 - Using the WHERE clause to filter data.mp4 |
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| 152 - Using the WHERE clause to filter data English.vtt |
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| 153 - How to use Wildcards Regular Expressions in SQL and.mp4 |
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| 153 - How to use Wildcards Regular Expressions in SQL and English.vtt |
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| 154 - Comments in SQL.mp4 |
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| 155 - Order By.mp4 |
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| 156 - Data Types in SQL.mp4 |
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| 157 - Implicit Data Conversion in SQL.mp4 |
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| 157 - Implicit Data Conversion in SQL English.vtt |
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| 158 - Using Cast vs Convert.mp4 |
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| 158 - Using Cast vs Convert English.vtt |
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| 159 - Working with NULLs.mp4 |
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| 159 - Working with NULLs English.vtt |
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| 15 - Installing Tableau Desktop and Tableau Public FREE.mp4 |
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| 160 - Understanding how LEFT RIGHT INNER and OUTER joins work.mp4 |
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| 160 - Understanding how LEFT RIGHT INNER and OUTER joins work English.vtt |
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| 161 - Joins with duplicate values.mp4 |
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| 162 - Joining on multiple fields.mp4 |
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| 162 - Joining on multiple fields English.vtt |
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| 163 - Practicing Joins.mp4 |
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| 164 - Intro what you will learn in this section.mp4 |
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| 164 - Intro what you will learn in this section English.vtt |
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| 165 - RAW WRK DRV tables.mp4 |
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| 165 - RAW WRK DRV tables English.vtt |
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| 166 - Download the dataset for this section.mp4 |
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| 166 - Download the dataset for this section English.vtt |
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| 167 - Create your first Stored Proc in SQL.mp4 |
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| 167 - Create your first Stored Proc in SQL English.vtt |
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| 168 - Executing Stored Procedures.mp4 |
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| 168 - Executing Stored Procedures English.vtt |
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| 169 - Modifying Stored Procedures.mp4 |
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| 16 - Challenge description view data in file.mp4 |
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| 170 - Create table.mp4 |
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| 171 - Insert INTO.mp4 |
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| 172 - Check if table exists drop table Truncate.mp4 |
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| 173 - Intermediate Recap.mp4 |
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| 173 - Intermediate Recap English.vtt |
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| 174 - Create the proc for the second file.mp4 |
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| 174 - Create the proc for the second file English.vtt |
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| 175 - Adding leading zeros.mp4 |
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| 175 - Adding leading zeros English.vtt |
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| 176 - Converting data on the fly.mp4 |
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| 176 - Converting data on the fly English.vtt |
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| 177 - How to create a proc template.mp4 |
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| 177 - How to create a proc template English.vtt |
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| 178 - Archiving Procs.mp4 |
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| 178 - Archiving Procs English.vtt |
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| 179 - What you can do with these tables going forward drv files etc.mp4 |
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| 179 - What you can do with these tables going forward drv files etc English.vtt |
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| 17 - Connecting Tableau to a Data file.mp4 |
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| 17 - Connecting Tableau to a Data file English.vtt |
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| 180 - Intro what you will learn in this section.mp4 |
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| 180 - Intro what you will learn in this section English.vtt |
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| 181 - Download the dataset for this section.mp4 |
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| 181 - Download the dataset for this section English.vtt |
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| 182 - Upload the data to RAW table.mp4 |
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| 182 - Upload the data to RAW table English.vtt |
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| 183 - Create Stored Proc.mp4 |
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| 183 - Create Stored Proc English.vtt |
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| 184 - How to deal with errors using the isnumeric function.mp4 |
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| 184 - How to deal with errors using the isnumeric function English.vtt |
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| 185 - How to deal errors using the len function.mp4 |
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| 185 - How to deal errors using the len function English.vtt |
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| 186 - How to deal with errors using the isdate function.mp4 |
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| 186 - How to deal with errors using the isdate function English.vtt |
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| 187 - Additional Quality Assurance check Balance.mp4 |
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| 187 - Additional Quality Assurance check Balance English.vtt |
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| 188 - Additional Quality Assurance check ZipCode.mp4 |
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| 188 - Additional Quality Assurance check ZipCode English.vtt |
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| 189 - Additional Quality Assurance check Birthday.mp4 |
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| 189 - Additional Quality Assurance check Birthday English.vtt |
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| 18 - Navigating Tableau.mp4 |
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| 190 - Part Completed.mp4 |
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| 191 - ETL Error Handling Vehicle Service Project.mp4 |
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| 191 - ETL Error Handling Vehicle Service Project English.vtt |
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| 192 - Welcome to Part 4.mp4 |
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| 192 - Welcome to Part 4 English.vtt |
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| 193 - Intro what you will learn in this section.mp4 |
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| 193 - Intro what you will learn in this section English.vtt |
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| 194 - Cross.mp4 |
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| 194 - Cross English.vtt |
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| 195 - Come to me with a Business Problem.mp4 |
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| 195 - Come to me with a Business Problem English.vtt |
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| 196 - Setting expectations and pre.mp4 |
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| 197 - Go and sit with them.mp4 |
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| 198 - The art of saying No.mp4 |
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| 199 - Sometimes you have to go to the top.mp4 |
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| 199 - Sometimes you have to go to the top English.vtt |
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| 19 - Creating a calculated field.mp4 |
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| 19 - Creating a calculated field English.vtt |
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| 1 - Tableau Basics.html |
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| 200 - Building a data culture.mp4 |
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| 200 - Building a data culture English.vtt |
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| 201 - Intro what you will learn in this section.mp4 |
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| 202 - Case study.mp4 |
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| 203 - Analysing the intro.mp4 |
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| 204 - Intro dissection.mp4 |
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| 205 - REAL Data Science Presentation Walkthrough.mp4 |
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| 206 - My brainstorming method.mp4 |
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| 206 - My brainstorming method English.vtt |
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| 207 - How to present to executives.mp4 |
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| 208 - The truth is not always pretty.mp4 |
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| 208 - The truth is not always pretty English.vtt |
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| 209 - Passion and the Wow.mp4 |
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| 20 - Adding colours.mp4 |
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| 210 - Bonus my full presentation LIVE 2015.mp4 |
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| 211 - Bonus links to other examples of good storytelling.html |
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| 212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 |
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| 212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure English.vtt |
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| 213 - Advanced Data Mining with Tableau Chi.mp4 |
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| 214 - ETL Error Handling Phases 1 and 2.mp4 |
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| 214 - ETL Error Handling Phases 1 and 2 English.vtt |
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| 215 - ETL Error Handling Vehicle Service Project Part 1 of 3.mp4 |
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| 216 - ETL Error Handling Vehicle Service Project Part 2 of 3.mp4 |
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| 217 - ETL Error Handling Vehicle Service Project Part 3 of 3.mp4 |
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| 218 - THANK YOU bonus video.mp4 |
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| 219 - YOUR SPECIAL BONUS.html |
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| 21 - Adding labels and formatting.mp4 |
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| 21 - Adding labels and formatting English.vtt |
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| 22 - Exporting your worksheet.mp4 |
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| 22 - Exporting your worksheet English.vtt |
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| 23 - Section Recap.mp4 |
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| 23 - Section Recap English.vtt |
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| 24 - Intro what you will learn in this section.mp4 |
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| 24 - Intro what you will learn in this section English.vtt |
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| 25 - Get the Dataset Project Overview.mp4 |
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| 25 - Get the Dataset Project Overview English.vtt |
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| 26 - Connecting Tableau to an Excel File.mp4 |
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| 26 - Connecting Tableau to an Excel File English.vtt |
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| 27 - How to visualise an AB test in Tableau.mp4 |
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| 27 - How to visualise an AB test in Tableau English.vtt |
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| 28 - Working with Aliases.mp4 |
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| 29 - Adding a Reference Line.mp4 |
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| 2 - BONUS Learning Paths.html |
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| 30 - Looking for anomalies.mp4 |
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| 31 - Handy trick to validate your approach data.mp4 |
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| 32 - Section Recap.mp4 |
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| 33 - Intro what you will learn in this section.mp4 |
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| 33 - Intro what you will learn in this section English.vtt |
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| 34 - Creating bins & Visualizing distributions.mp4 |
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| 34 - Creating bins & Visualizing distributions English.vtt |
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| 35 - Creating a classification test for a numeric variable.mp4 |
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| 35 - Creating a classification test for a numeric variable English.vtt |
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| 36 - Combining two charts and working with them in Tableau.mp4 |
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| 36 - Combining two charts and working with them in Tableau English.vtt |
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| 37 - Validating Tableau Data Mining with a Chi.mp4 |
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| 37 - Validating Tableau Data Mining with a Chi English.vtt |
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| 38 - Chi.mp4 |
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| 38 - Chi English.vtt |
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| 39 - Quick Note.html |
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| 3 - Get the materials.html |
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| 40 - Visualising Balance and Estimated Salary distribution.mp4 |
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| 40 - Visualising Balance and Estimated Salary distribution English.vtt |
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| 41 - Bonus Chi.mp4 |
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| 41 - Bonus Chi English.vtt |
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| 42 - Bonus Chi.mp4 |
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| 43 - Section Recap.mp4 |
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| 44 - Part Completed.mp4 |
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| 45 - Welcome to Part 2.mp4 |
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| 46 - Intro what you will learn in this section.mp4 |
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| 46 - Intro what you will learn in this section English.vtt |
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| 47 - Types of variables Categorical vs Numeric.mp4 |
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| 47 - Types of variables Categorical vs Numeric English.vtt |
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| 48 - Types of regressions.mp4 |
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| 48 - Types of regressions English.vtt |
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| 49 - Ordinary Least Squares.mp4 |
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| 49 - Ordinary Least Squares English.vtt |
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| 4 - Your Shortcut To Becoming A Better Data Scientist.html |
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| 50 - R English.vtt |
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| 50 - Rsquared.mp4 |
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| 53 - Introduction to Gretl.mp4 |
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| 53 - Introduction to Gretl English.vtt |
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| 54 - Get the dataset.mp4 |
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| 54 - Get the dataset English.vtt |
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| 55 - Import data and run descriptive statistics.mp4 |
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| 55 - Import data and run descriptive statistics English.vtt |
5.60Кб |
| 56 - Reading Linear Regression Output.mp4 |
15.74Мб |
| 56 - Reading Linear Regression Output English.vtt |
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| 57 - Plotting and analysing the graph.mp4 |
11.12Мб |
| 57 - Plotting and analysing the graph English.vtt |
5.54Кб |
| 58 - Intro what you will learn in this section.mp4 |
7.40Мб |
| 58 - Intro what you will learn in this section English.vtt |
1.83Кб |
| 59 - Caveat assumptions of a linear regression.mp4 |
3.04Мб |
| 59 - Caveat assumptions of a linear regression English.vtt |
2.47Кб |
| 5 - Study Tips For Success.html |
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| 60 - Get the dataset.mp4 |
32.12Мб |
| 60 - Get the dataset English.vtt |
5.62Кб |
| 61 - Dummy Variables.mp4 |
20.81Мб |
| 61 - Dummy Variables English.vtt |
10.96Кб |
| 62 - Dummy Variable Trap.mp4 |
7.38Мб |
| 62 - Dummy Variable Trap English.vtt |
3.17Кб |
| 63 - Understanding the P.mp4 |
23.16Мб |
| 63 - Understanding the P English.vtt |
16.79Кб |
| 64 - Ways to build a model BACKWARD FORWARD STEPWISE.mp4 |
74.36Мб |
| 64 - Ways to build a model BACKWARD FORWARD STEPWISE English.vtt |
20.42Кб |
| 65 - Backward Elimination.mp4 |
114.96Мб |
| 65 - Backward Elimination English.vtt |
21.58Кб |
| 66 - Using Adjusted R.mp4 |
54.53Мб |
| 66 - Using Adjusted R English.vtt |
13.21Кб |
| 67 - Interpreting coefficients of MLR.mp4 |
103.57Мб |
| 67 - Interpreting coefficients of MLR English.vtt |
17.06Кб |
| 68 - Section Recap.mp4 |
9.27Мб |
| 68 - Section Recap English.vtt |
6.13Кб |
| 69 - Intro what you will learn in this section.mp4 |
18.07Мб |
| 69 - Intro what you will learn in this section English.vtt |
2.39Кб |
| 6 - Intro what you will learn in this section.mp4 |
4.19Мб |
| 6 - Intro what you will learn in this section English.vtt |
1.16Кб |
| 70 - Get the dataset.mp4 |
9.69Мб |
| 70 - Get the dataset English.vtt |
4.79Кб |
| 71 - Binary outcome YesNo.mp4 |
17.91Мб |
| 71 - Binary outcome YesNo English.vtt |
11.76Кб |
| 72 - Logistic regression intuition.mp4 |
62.91Мб |
| 72 - Logistic regression intuition English.vtt |
22.58Кб |
| 73 - Your first logistic regression.mp4 |
37.83Мб |
| 73 - Your first logistic regression English.vtt |
10.22Кб |
| 74 - False Positives and False Negatives.mp4 |
16.30Мб |
| 74 - False Positives and False Negatives English.vtt |
10.37Кб |
| 75 - Confusion Matrix.mp4 |
7.93Мб |
| 75 - Confusion Matrix English.vtt |
6.65Кб |
| 76 - Interpreting coefficients of a logistic regression.mp4 |
47.69Мб |
| 76 - Interpreting coefficients of a logistic regression English.vtt |
12.21Кб |
| 77 - Intro what you will learn in this section.mp4 |
4.67Мб |
| 77 - Intro what you will learn in this section English.vtt |
1.67Кб |
| 78 - Get the dataset.mp4 |
61.32Мб |
| 78 - Get the dataset English.vtt |
9.92Кб |
| 79 - What is geo.mp4 |
15.78Мб |
| 79 - What is geo English.vtt |
6.89Кб |
| 7 - Updates on Udemy Reviews.mp4 |
3.23Мб |
| 7 - Updates on Udemy Reviews English.vtt |
1.61Кб |
| 80 - Lets build the model.mp4 |
19.31Мб |
| 80 - Lets build the model English.vtt |
10.98Кб |
| 81 - Lets build the model.mp4 |
71.05Мб |
| 81 - Lets build the model English.vtt |
14.86Кб |
| 82 - Transforming independent variables.mp4 |
31.69Мб |
| 82 - Transforming independent variables English.vtt |
13.06Кб |
| 83 - Creating derived variables.mp4 |
16.17Мб |
| 83 - Creating derived variables English.vtt |
7.61Кб |
| 84 - Checking for multicollinearity using VIF.mp4 |
20.58Мб |
| 84 - Checking for multicollinearity using VIF English.vtt |
9.88Кб |
| 85 - Correlation Matrix and Multicollinearity Intuition.mp4 |
21.37Мб |
| 85 - Correlation Matrix and Multicollinearity Intuition English.vtt |
10.09Кб |
| 86 - Model is Ready and Section Recap.mp4 |
17.12Мб |
| 86 - Model is Ready and Section Recap English.vtt |
7.95Кб |
| 87 - Intro what you will learn in this section.mp4 |
2.81Мб |
| 87 - Intro what you will learn in this section English.vtt |
1.01Кб |
| 88 - Accuracy paradox.mp4 |
4.11Мб |
| 88 - Accuracy paradox English.vtt |
3.01Кб |
| 89 - Cumulative Accuracy Profile CAP.mp4 |
37.91Мб |
| 89 - Cumulative Accuracy Profile CAP English.vtt |
14.55Кб |
| 8 - Profession of the future.mp4 |
38.27Мб |
| 8 - Profession of the future English.vtt |
9.29Кб |
| 90 - How to build a CAP curve in Excel.mp4 |
133.64Мб |
| 90 - How to build a CAP curve in Excel English.vtt |
18.58Кб |
| 91 - Assessing your model using the CAP curve.mp4 |
24.27Мб |
| 91 - Assessing your model using the CAP curve English.vtt |
9.19Кб |
| 92 - Get my CAP curve template.mp4 |
39.96Мб |
| 92 - Get my CAP curve template English.vtt |
8.50Кб |
| 93 - How to use test data to prevent overfitting your model.mp4 |
8.86Мб |
| 93 - How to use test data to prevent overfitting your model English.vtt |
4.93Кб |
| 94 - Applying the model to test data.mp4 |
84.20Мб |
| 94 - Applying the model to test data English.vtt |
9.01Кб |
| 95 - Comparing training performance and test performance.mp4 |
83.02Мб |
| 95 - Comparing training performance and test performance English.vtt |
14.36Кб |
| 96 - Section Recap.mp4 |
7.19Мб |
| 96 - Section Recap English.vtt |
4.82Кб |
| 97 - Intro what you will learn in this section.mp4 |
2.53Мб |
| 97 - Intro what you will learn in this section English.vtt |
872б |
| 98 - Power insights from your CAP.mp4 |
50.35Мб |
| 98 - Power insights from your CAP English.vtt |
18.54Кб |
| 99 - Coefficients of a Logistic Regression.mp4 |
8.96Мб |
| 99 - Coefficients of a Logistic Regression English.vtt |
5.11Кб |
| 9 - Areas of Data Science.mp4 |
23.91Мб |
| 9 - Areas of Data Science English.vtt |
8.60Кб |