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[CourseClub.ME].url |
122б |
[FCS Forum].url |
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[FreeCourseSite.com].url |
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1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 |
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1. Intro (what you will learn in this section).mp4 |
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1. Welcome to Data Science A-Z™.mp4 |
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1. Welcome to Data Science A-Z™.vtt |
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1. Welcome to Part 1.mp4 |
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1. Welcome to Part 2.mp4 |
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1. Welcome to Part 3.mp4 |
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1. Welcome to Part 4.mp4 |
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1. YOUR SPECIAL BONUS.html |
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10. Additional Quality Assurance check Birthday.mp4 |
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10. Automating Error Handling in SSIS Conditional Split.mp4 |
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10. Bonus my full presentation LIVE 2015.mp4 |
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10. Data Types in SQL.mp4 |
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10. Intermediate Recap - Procs.mp4 |
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10. Model is Ready and Section Recap.mp4 |
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11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4 |
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11. Bonus links to other examples of good storytelling.html |
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11. Create the proc for the second file.mp4 |
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11. Implicit Data Conversion in SQL.mp4 |
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11. Part Completed.mp4 |
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11. Tableau Basics.html |
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12. Adding leading zeros.mp4 |
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12. ETL Error Handling Vehicle Service Project.mp4 |
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12. How to analyze the error files.mp4 |
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12. Using Cast() vs Convert().mp4 |
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13. Converting data on the fly.mp4 |
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13. Due Dilligence the one thing you HAVE to do every time.mp4 |
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13. Working with NULLs.mp4 |
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14. How to create a proc template.mp4 |
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14. Types of Errors in SSIS.mp4 |
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14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4 |
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15. Archiving Procs.mp4 |
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15. Joins with duplicate values.mp4 |
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15. Joins with duplicate values.vtt |
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15. Summary.mp4 |
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16. Homework.mp4 |
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16. Joining on multiple fields.mp4 |
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16. What you can do with these tables going forward [drv files etc.].mp4 |
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17. Practicing Joins.mp4 |
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2. Accuracy paradox.mp4 |
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2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4 |
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2. BONUS Learning Paths.html |
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2. Case study.mp4 |
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2. Caveat assumptions of a linear regression.mp4 |
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2. Creating bins & Visualizing distributions.mp4 |
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2. Cross-departmental Work.mp4 |
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2. Download the dataset for this section.mp4 |
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2. Download the dataset for this section.mp4 |
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2. Download the dataset for this section.mp4 |
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2. Download the dataset for this section.vtt |
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2. Get the dataset.mp4 |
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2. Get the dataset.mp4 |
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2. Get the Dataset + Project Overview.mp4 |
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2. Installing Tableau Desktop and Tableau Public (FREE).mp4 |
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2. Introduction to Gretl.mp4 |
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2. Power insights from your CAP.mp4 |
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2. Preparing your folder structure for your Data Science project.mp4 |
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2. RAW, WRK, DRV tables.mp4 |
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2. Starting and navigating an SSIS Project.mp4 |
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2. Types of variables Categorical vs Numeric.mp4 |
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2. Updates on Udemy Reviews.mp4 |
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2. What does model deterioration look like.mp4 |
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2. Working with Data.mp4 |
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3. Analysing the intro.mp4 |
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3. Binary outcome YesNo-Type Business Problems.mp4 |
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3. Challenge description + view data in file.mp4 |
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3. Challenge description + view data in file.vtt |
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3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4 |
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3. Come to me with a Business Problem.mp4 |
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3. Come to me with a Business Problem.vtt |
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3. Connecting Tableau to an Excel File.mp4 |
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3. Connecting Tableau to an Excel File.vtt |
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3. Creating a classification test for a numeric variable.mp4 |
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3. Creating a classification test for a numeric variable.vtt |
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3. Creating a flat file source task and OLE DB destination.mp4 |
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3. Creating a flat file source task and OLE DB destination.vtt |
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3. Cumulative Accuracy Profile (CAP).mp4 |
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3. Cumulative Accuracy Profile (CAP).vtt |
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3. Download the dataset for this section.mp4 |
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3. Download the dataset for this section.mp4 |
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3. Download the dataset for this section.vtt |
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3. Download the dataset for this section.vtt |
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3. ETL Error Handling (Phases 1 and 2).mp4 |
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3. ETL Error Handling (Phases 1 and 2).vtt |
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3. Get the dataset.mp4 |
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3. Get the dataset.mp4 |
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3. Get the dataset.vtt |
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3. Get the dataset.vtt |
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3. Getting To Know MS SQL Management Studio.mp4 |
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3. Getting To Know MS SQL Management Studio.vtt |
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3. How excel can mess up your data.mp4 |
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3. How excel can mess up your data.vtt |
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3. Profession of the future.mp4 |
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3. Profession of the future.vtt |
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3. Types of regressions.mp4 |
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3. Types of regressions.vtt |
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3. Upload the data to RAW table.mp4 |
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3. Upload the data to RAW table.vtt |
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3. What is a Data Warehouse What is a Database.mp4 |
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3. What is a Data Warehouse What is a Database.vtt |
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3. What is geo-demographic segmenation.mp4 |
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3. What is geo-demographic segmenation.vtt |
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3. Why do models deteriorate.mp4 |
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3. Why do models deteriorate.vtt |
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4. Areas of Data Science.mp4 |
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4. Areas of Data Science.vtt |
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4. Bulletproof Blueprint for Data Wrangling before the Load.mp4 |
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4. Bulletproof Blueprint for Data Wrangling before the Load.vtt |
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4. Combining two charts and working with them in Tableau.mp4 |
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4. Combining two charts and working with them in Tableau.vtt |
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4. Connecting Tableau to a Data file - CSV file.mp4 |
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4. Connecting Tableau to a Data file - CSV file.vtt |
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4. Create Stored Proc.mp4 |
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4. Create Stored Proc.vtt |
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4. Create your first Stored Proc in SQL.mp4 |
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4. Dummy Variables.mp4 |
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4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 |
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4. How to build a CAP curve in Excel.mp4 |
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4. How to visualise an AB test in Tableau.mp4 |
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4. How to visualise an AB test in Tableau.vtt |
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4. Import data and run descriptive statistics.mp4 |
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4. Intro dissection - recap.mp4 |
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4. Let's build the model - first iteration.mp4 |
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4. Logistic regression intuition.mp4 |
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4. Odds ratio (advanced topic).mp4 |
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4. Ordinary Least Squares.mp4 |
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4. Setting expectations and pre-project communication.mp4 |
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4. Setting up Microsoft SQL Server 2014 for practice.mp4 |
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4. Setting up your flat file source connection.mp4 |
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4. Shortcut to upload the data.mp4 |
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4. Three levels of maintenance for deployed models.mp4 |
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4. Three levels of maintenance for deployed models.vtt |
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4. Two things you HAVE to do before the load.mp4 |
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5. Assessing your model using the CAP curve.mp4 |
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5. Dummy Variable Trap.mp4 |
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5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4 |
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5. Executing Stored Procedures.mp4 |
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5. Go and sit with them.mp4 |
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5. Go and sit with them.vtt |
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5. How to deal with errors using the isnumeric() function.mp4 |
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5. How to deal with errors using the isnumeric() function.vtt |
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5. IMPORTANT Course Pathways.mp4 |
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5. IMPORTANT Course Pathways.vtt |
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5. Important Practice Database.mp4 |
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5. Important Practice Database.vtt |
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5. Let's build the model - backward elimination STEP-BY-STEP.mp4 |
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5. Let's build the model - backward elimination STEP-BY-STEP.vtt |
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5. Navigating Tableau - Measures and Dimensions.mp4 |
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5. Notepad ++.mp4 |
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5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4 |
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5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).vtt |
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5. Reading Linear Regression Output.mp4 |
22.34Мб |
5. Reading Linear Regression Output.vtt |
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5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 |
74.44Мб |
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.vtt |
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5. R-squared.mp4 |
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5. R-squared.vtt |
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5. Section Recap.mp4 |
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5. Section Recap.vtt |
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5. SELECT Statement.mp4 |
31.22Мб |
5. SELECT Statement.vtt |
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5. Setting up your database connection and creating a RAW table.mp4 |
27.33Мб |
5. Setting up your database connection and creating a RAW table.vtt |
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5. SSIS Error Text qualifier not specified.mp4 |
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5. SSIS Error Text qualifier not specified.vtt |
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5. Validating Tableau Data Mining with a Chi-Squared test.mp4 |
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5. Validating Tableau Data Mining with a Chi-Squared test.vtt |
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5. Working with Aliases.mp4 |
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5. Working with Aliases.vtt |
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5. Your first logistic regression.mp4 |
30.10Мб |
5. Your first logistic regression.vtt |
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6. Adding a Reference Line.mp4 |
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6. Adding a Reference Line.vtt |
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6. Adjusted R-squared.mp4 |
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6. Adjusted R-squared.vtt |
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6. Chi-Squared test when there is more than 2 categories.mp4 |
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6. Chi-Squared test when there is more than 2 categories.vtt |
10.80Кб |
6. Creating a calculated field.mp4 |
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6. Creating a calculated field.vtt |
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6. Deriving insights from your coefficients (advanced topic).mp4 |
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6. Deriving insights from your coefficients (advanced topic).vtt |
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6. Editpad Lite.mp4 |
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6. Editpad Lite.vtt |
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6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 |
87.87Мб |
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).vtt |
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6. ETL for Data Science - what is Extract Transform Load (ETL).mp4 |
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6. ETL for Data Science - what is Extract Transform Load (ETL).vtt |
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6. False Positives and False Negatives.mp4 |
17.87Мб |
6. False Positives and False Negatives.vtt |
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6. Get my CAP curve template.mp4 |
14.40Мб |
6. Get my CAP curve template.vtt |
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6. How to deal errors using the len() function.mp4 |
39.44Мб |
6. How to deal errors using the len() function.vtt |
9.66Кб |
6. Modifying Stored Procedures.mp4 |
39.78Мб |
6. Modifying Stored Procedures.vtt |
11.48Кб |
6. My brainstorming method.mp4 |
37.76Мб |
6. My brainstorming method.vtt |
4.58Кб |
6. Plotting and analysing the graph.mp4 |
22.32Мб |
6. Plotting and analysing the graph.vtt |
5.68Кб |
6. Run the Upload & Disable.mp4 |
10.98Мб |
6. Run the Upload & Disable.vtt |
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6. Some Additional Resources!!.html |
602б |
6. The art of saying No.mp4 |
60.44Мб |
6. The art of saying No.vtt |
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6. Transforming independent variables.mp4 |
36.68Мб |
6. Transforming independent variables.vtt |
13.26Кб |
6. Using the WHERE clause to filter data.mp4 |
37.14Мб |
6. Using the WHERE clause to filter data.vtt |
7.04Кб |
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4 |
21.92Мб |
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.vtt |
21.07Кб |
6. What do you do when your source file is corrupt (Part 1).mp4 |
257.15Мб |
6. What do you do when your source file is corrupt (Part 1).vtt |
25.00Кб |
7. Adding colours.mp4 |
12.39Мб |
7. Adding colours.vtt |
9.88Кб |
7. Backward Elimination - Practice time.mp4 |
32.00Мб |
7. Backward Elimination - Practice time.vtt |
22.11Кб |
7. Confusion Matrix.mp4 |
8.36Мб |
7. Confusion Matrix.vtt |
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7. Create table.mp4 |
40.85Мб |
7. Create table.vtt |
12.86Кб |
7. Creating derived variables.mp4 |
28.74Мб |
7. Creating derived variables.vtt |
7.77Кб |
7. Due Dilligence Upload Quality Assurance.mp4 |
11.45Мб |
7. Due Dilligence Upload Quality Assurance.vtt |
2.96Кб |
7. How to deal with errors using the isdate() function.mp4 |
43.62Мб |
7. How to deal with errors using the isdate() function.vtt |
8.81Кб |
7. How to present to executives.mp4 |
61.94Мб |
7. How to present to executives.vtt |
8.21Кб |
7. How to use test data to prevent overfitting your model.mp4 |
10.62Мб |
7. How to use test data to prevent overfitting your model.vtt |
4.93Кб |
7. How to use Wildcards Regular Expressions in SQL (% and _).mp4 |
26.18Мб |
7. How to use Wildcards Regular Expressions in SQL (% and _).vtt |
5.80Кб |
7. Looking for anomalies.mp4 |
13.83Мб |
7. Looking for anomalies.vtt |
11.68Кб |
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4 |
7.55Мб |
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .vtt |
5.12Кб |
7. Section Recap.mp4 |
7.34Мб |
7. Section Recap.vtt |
4.33Кб |
7. Sometimes you have to go to the top.mp4 |
28.48Мб |
7. Sometimes you have to go to the top.vtt |
3.84Кб |
7. THANK YOU bonus video.mp4 |
52.25Мб |
7. THANK YOU bonus video.vtt |
2.14Кб |
7. Visualising Balance and Estimated Salary distribution.mp4 |
24.70Мб |
7. Visualising Balance and Estimated Salary distribution.vtt |
14.92Кб |
7. What do you do when your source file is corrupt (Part 2).mp4 |
60.15Мб |
7. What do you do when your source file is corrupt (Part 2).vtt |
8.15Кб |
8. Adding labels and formatting.mp4 |
18.77Мб |
8. Adding labels and formatting.vtt |
13.82Кб |
8. Additional Quality Assurance check Balance.mp4 |
18.08Мб |
8. Additional Quality Assurance check Balance.vtt |
4.98Кб |
8. Applying the model to test data.mp4 |
58.50Мб |
8. Applying the model to test data.vtt |
9.56Кб |
8. Bonus Chi-Squared Test (Stats Tutorial).mp4 |
31.25Мб |
8. Bonus Chi-Squared Test (Stats Tutorial).vtt |
25.37Кб |
8. Building a data culture.mp4 |
56.94Мб |
8. Building a data culture.vtt |
6.71Кб |
8. Checking for multicollinearity using VIF.mp4 |
58.20Мб |
8. Checking for multicollinearity using VIF.vtt |
10.38Кб |
8. Comments in SQL.mp4 |
12.36Мб |
8. Comments in SQL.vtt |
3.41Кб |
8. Handy trick to validate your approach data.mp4 |
15.24Мб |
8. Handy trick to validate your approach data.vtt |
11.94Кб |
8. Insert INTO.mp4 |
22.51Мб |
8. Insert INTO.vtt |
7.80Кб |
8. Installing SSDT with MSVS Shell.mp4 |
17.22Мб |
8. Installing SSDT with MSVS Shell.vtt |
5.62Кб |
8. Interpreting coefficients of a logistic regression.mp4 |
36.60Мб |
8. Interpreting coefficients of a logistic regression.vtt |
12.67Кб |
8. SSIS Error Data truncation.mp4 |
152.39Мб |
8. SSIS Error Data truncation.vtt |
20.79Кб |
8. The truth is not always pretty.mp4 |
32.34Мб |
8. The truth is not always pretty.vtt |
4.29Кб |
8. Using Adjusted R-squared to create Robust models.mp4 |
66.18Мб |
8. Using Adjusted R-squared to create Robust models.vtt |
13.58Кб |
9. Additional Quality Assurance check ZipCode.mp4 |
28.50Мб |
9. Additional Quality Assurance check ZipCode.vtt |
3.95Кб |
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4 |
15.09Мб |
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).vtt |
12.68Кб |
9. Check if table exists + drop table + Truncate.mp4 |
30.20Мб |
9. Check if table exists + drop table + Truncate.vtt |
8.18Кб |
9. Comparing training performance and test performance.mp4 |
58.24Мб |
9. Comparing training performance and test performance.vtt |
14.88Кб |
9. Correlation Matrix and Multicollinearity Intuition.mp4 |
33.90Мб |
9. Correlation Matrix and Multicollinearity Intuition.vtt |
10.27Кб |
9. Exporting your worksheet.mp4 |
15.18Мб |
9. Exporting your worksheet.vtt |
9.49Кб |
9. Handy trick for finding anomalies in SQL.mp4 |
22.21Мб |
9. Handy trick for finding anomalies in SQL.vtt |
5.03Кб |
9. Interpreting coefficients of MLR.mp4 |
63.32Мб |
9. Interpreting coefficients of MLR.vtt |
16.67Кб |
9. Order By.mp4 |
34.09Мб |
9. Order By.vtt |
7.11Кб |
9. Passion and the Wow-factor.mp4 |
23.75Мб |
9. Passion and the Wow-factor.vtt |
2.99Кб |
9. Section Recap.mp4 |
6.82Мб |
9. Section Recap.vtt |
6.94Кб |