Name [FreeCourseSite.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

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UpdateDate 2024-12-17

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Files 0. Websites you may like/[CourseClub.Me].url | 122B 0. Websites you may like/[FreeCourseSite.com].url | 127B 0. Websites you may like/[GigaCourse.Com].url | 49B 1. Get Excited/1. Welcome to Data Science A-Z™.mp4 | 75.03MB 1. Get Excited/1. Welcome to Data Science A-Z™.srt | 7.43KB 1. Get Excited/2. BONUS Learning Paths.html | 1.79KB 1. Get Excited/3. Get the materials.html | 317B 1. Get Excited/4. Your Shortcut To Becoming A Better Data Scientist!.html | 3.96KB 10. Multiple Linear Regression/1. Intro (what you will learn in this section).mp4 | 46.10MB 10. Multiple Linear Regression/1. Intro (what you will learn in this section).srt | 2.02KB 10. Multiple Linear Regression/10. Interpreting coefficients of MLR.mp4 | 168.68MB 10. Multiple Linear Regression/10. Interpreting coefficients of MLR.srt | 18.51KB 10. Multiple Linear Regression/11. Section Recap.mp4 | 29.89MB 10. Multiple Linear Regression/11. Section Recap.srt | 6.80KB 10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.mp4 | 8.08MB 10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.srt | 2.69KB 10. Multiple Linear Regression/3. Get the dataset.mp4 | 62.29MB 10. Multiple Linear Regression/3. Get the dataset.srt | 6.38KB 10. Multiple Linear Regression/4. Dummy Variables.mp4 | 69.76MB 10. Multiple Linear Regression/4. Dummy Variables.srt | 12.13KB 10. Multiple Linear Regression/5. Dummy Variable Trap.mp4 | 20.89MB 10. Multiple Linear Regression/5. Dummy Variable Trap.srt | 3.51KB 10. Multiple Linear Regression/6. Understanding the P-Value.mp4 | 56.49MB 10. Multiple Linear Regression/6. Understanding the P-Value.srt | 20.63KB 10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4 | 98.86MB 10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt | 23.56KB 10. Multiple Linear Regression/8. Backward Elimination - Practice time.mp4 | 186.93MB 10. Multiple Linear Regression/8. Backward Elimination - Practice time.srt | 25.01KB 10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.mp4 | 167.16MB 10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.srt | 15.19KB 11. Logistic Regression/1. Intro (what you will learn in this section).mp4 | 57.88MB 11. Logistic Regression/1. Intro (what you will learn in this section).srt | 2.65KB 11. Logistic Regression/2. Get the dataset.mp4 | 36.44MB 11. Logistic Regression/2. Get the dataset.srt | 5.59KB 11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.mp4 | 79.23MB 11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.srt | 13.41KB 11. Logistic Regression/4. Logistic regression intuition.mp4 | 82.73MB 11. Logistic Regression/4. Logistic regression intuition.srt | 25.29KB 11. Logistic Regression/5. Your first logistic regression.mp4 | 89.10MB 11. Logistic Regression/5. Your first logistic regression.srt | 11.84KB 11. Logistic Regression/6. False Positives and False Negatives.mp4 | 44.03MB 11. Logistic Regression/6. False Positives and False Negatives.srt | 11.51KB 11. Logistic Regression/7. Confusion Matrix.mp4 | 20.49MB 11. Logistic Regression/7. Confusion Matrix.srt | 7.41KB 11. Logistic Regression/8. Interpreting coefficients of a logistic regression.mp4 | 103.52MB 11. Logistic Regression/8. Interpreting coefficients of a logistic regression.srt | 14.08KB 12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).mp4 | 37.23MB 12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).srt | 1.84KB 12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.mp4 | 59.58MB 12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.srt | 9.20KB 12. Building a robust geodemographic segmentation model/2. Get the dataset.mp4 | 130.14MB 12. Building a robust geodemographic segmentation model/2. Get the dataset.srt | 11.64KB 12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.mp4 | 33.14MB 12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.srt | 7.63KB 12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.mp4 | 74.85MB 12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.srt | 12.66KB 12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4 | 171.39MB 12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.srt | 17.02KB 12. Building a robust geodemographic segmentation model/6. Transforming independent variables.mp4 | 92.03MB 12. Building a robust geodemographic segmentation model/6. Transforming independent variables.srt | 14.72KB 12. Building a robust geodemographic segmentation model/7. Creating derived variables.mp4 | 76.47MB 12. Building a robust geodemographic segmentation model/7. Creating derived variables.srt | 8.57KB 12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.mp4 | 139.69MB 12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.srt | 11.63KB 12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.mp4 | 102.85MB 12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.srt | 11.34KB 13. Assessing your model/1. Intro (what you will learn in this section).mp4 | 22.48MB 13. Assessing your model/1. Intro (what you will learn in this section).srt | 1.11KB 13. Assessing your model/10. Section Recap.mp4 | 21.46MB 13. Assessing your model/10. Section Recap.srt | 5.33KB 13. Assessing your model/2. Accuracy paradox.mp4 | 10.91MB 13. Assessing your model/2. Accuracy paradox.srt | 3.33KB 13. Assessing your model/3. Cumulative Accuracy Profile (CAP).mp4 | 49.67MB 13. Assessing your model/3. Cumulative Accuracy Profile (CAP).srt | 16.18KB 13. Assessing your model/4. How to build a CAP curve in Excel.mp4 | 213.02MB 13. Assessing your model/4. How to build a CAP curve in Excel.srt | 22.30KB 13. Assessing your model/5. Assessing your model using the CAP curve.mp4 | 53.03MB 13. Assessing your model/5. Assessing your model using the CAP curve.srt | 10.37KB 13. Assessing your model/6. Get my CAP curve template.mp4 | 81.69MB 13. Assessing your model/6. Get my CAP curve template.srt | 9.90KB 13. Assessing your model/7. How to use test data to prevent overfitting your model.mp4 | 27.69MB 13. Assessing your model/7. How to use test data to prevent overfitting your model.srt | 5.45KB 13. Assessing your model/8. Applying the model to test data.mp4 | 144.49MB 13. Assessing your model/8. Applying the model to test data.srt | 10.72KB 13. Assessing your model/9. Comparing training performance and test performance.mp4 | 153.39MB 13. Assessing your model/9. Comparing training performance and test performance.srt | 16.65KB 14. Drawing insights from your model/1. Intro (what you will learn in this section).mp4 | 20.22MB 14. Drawing insights from your model/1. Intro (what you will learn in this section).srt | 944B 14. Drawing insights from your model/2. Power insights from your CAP.mp4 | 161.15MB 14. Drawing insights from your model/2. Power insights from your CAP.srt | 21.15KB 14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4 | 23.76MB 14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt | 5.67KB 14. Drawing insights from your model/4. Odds ratio (advanced topic).mp4 | 71.01MB 14. Drawing insights from your model/4. Odds ratio (advanced topic).srt | 12.88KB 14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4 | 36.24MB 14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt | 10.59KB 14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4 | 168.20MB 14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).srt | 20.83KB 14. Drawing insights from your model/7. Section Recap.mp4 | 16.88MB 14. Drawing insights from your model/7. Section Recap.srt | 4.81KB 15. Model maintenance/1. Intro (what you will learn in this section).mp4 | 22.49MB 15. Model maintenance/1. Intro (what you will learn in this section).srt | 1.05KB 15. Model maintenance/2. What does model deterioration look like.mp4 | 43.39MB 15. Model maintenance/2. What does model deterioration look like.srt | 6.76KB 15. Model maintenance/3. Why do models deteriorate.mp4 | 150.36MB 15. Model maintenance/3. Why do models deteriorate.srt | 24.83KB 15. Model maintenance/4. Three levels of maintenance for deployed models.mp4 | 40.16MB 15. Model maintenance/4. Three levels of maintenance for deployed models.srt | 12.35KB 15. Model maintenance/5. Section Recap.mp4 | 7.64MB 15. Model maintenance/5. Section Recap.srt | 2.60KB 16. --------------------------- Part 3 Data Preparation ---------------------------/1. Welcome to Part 3.mp4 | 32.71MB 16. --------------------------- Part 3 Data Preparation ---------------------------/1. Welcome to Part 3.srt | 3.83KB 17. Business Intelligence (BI) Tools/1. Intro (what you will learn in this section).mp4 | 13.89MB 17. Business Intelligence (BI) Tools/1. Intro (what you will learn in this section).srt | 653B 17. Business Intelligence (BI) Tools/2. Working with Data.mp4 | 5.31MB 17. Business Intelligence (BI) Tools/2. Working with Data.srt | 1.65KB 17. Business Intelligence (BI) Tools/3. What is a Data Warehouse What is a Database.mp4 | 26.23MB 17. Business Intelligence (BI) Tools/3. What is a Data Warehouse What is a Database.srt | 5.27KB 17. Business Intelligence (BI) Tools/4. Setting up Microsoft SQL Server 2014 for practice.mp4 | 20.13MB 17. Business Intelligence (BI) Tools/4. Setting up Microsoft SQL Server 2014 for practice.srt | 11.88KB 17. Business Intelligence (BI) Tools/5. Important Practice Database.mp4 | 22.80MB 17. Business Intelligence (BI) Tools/5. Important Practice Database.srt | 13.98KB 17. Business Intelligence (BI) Tools/6. ETL for Data Science - what is Extract Transform Load (ETL).mp4 | 8.28MB 17. Business Intelligence (BI) Tools/6. ETL for Data Science - what is Extract Transform Load (ETL).srt | 3.02KB 17. Business Intelligence (BI) Tools/7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4 | 18.09MB 17. Business Intelligence (BI) Tools/7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .srt | 5.72KB 17. Business Intelligence (BI) Tools/8. Installing SSDT with MSVS Shell.mp4 | 45.84MB 17. Business Intelligence (BI) Tools/8. Installing SSDT with MSVS Shell.srt | 6.25KB 18. ETL Phase 1 Data Wrangling before the Load/1. Intro (what you will learn in this section).mp4 | 29.29MB 18. ETL Phase 1 Data Wrangling before the Load/1. Intro (what you will learn in this section).srt | 1.40KB 18. ETL Phase 1 Data Wrangling before the Load/2. Preparing your folder structure for your Data Science project.mp4 | 14.37MB 18. ETL Phase 1 Data Wrangling before the Load/2. Preparing your folder structure for your Data Science project.srt | 3.58KB 18. ETL Phase 1 Data Wrangling before the Load/3. Download the dataset for this section.mp4 | 10.94MB 18. ETL Phase 1 Data Wrangling before the Load/3. Download the dataset for this section.srt | 2.16KB 18. ETL Phase 1 Data Wrangling before the Load/4. Two things you HAVE to do before the load.mp4 | 69.10MB 18. ETL Phase 1 Data Wrangling before the Load/4. Two things you HAVE to do before the load.srt | 7.05KB 18. ETL Phase 1 Data Wrangling before the Load/5. Notepad ++.mp4 | 10.84MB 18. ETL Phase 1 Data Wrangling before the Load/5. Notepad ++.srt | 1.46KB 18. ETL Phase 1 Data Wrangling before the Load/6. Editpad Lite.mp4 | 20.37MB 18. ETL Phase 1 Data Wrangling before the Load/6. Editpad Lite.srt | 1.80KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/1. Intro (what you will learn in this section).mp4 | 30.89MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/1. Intro (what you will learn in this section).srt | 1.32KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/2. Starting and navigating an SSIS Project.mp4 | 16.52MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/2. Starting and navigating an SSIS Project.srt | 2.85KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/3. Creating a flat file source task and OLE DB destination.mp4 | 16.50MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/3. Creating a flat file source task and OLE DB destination.srt | 2.73KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/4. Setting up your flat file source connection.mp4 | 57.92MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/4. Setting up your flat file source connection.srt | 9.77KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/5. Setting up your database connection and creating a RAW table.mp4 | 78.80MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/5. Setting up your database connection and creating a RAW table.srt | 11.97KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/6. Run the Upload & Disable.mp4 | 32.87MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/6. Run the Upload & Disable.srt | 4.29KB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/7. Due Dilligence Upload Quality Assurance.mp4 | 31.19MB 19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/7. Due Dilligence Upload Quality Assurance.srt | 3.28KB 2. What is Data Science/1. Intro (what you will learn in this section).mp4 | 7.70MB 2. What is Data Science/1. Intro (what you will learn in this section).srt | 1.26KB 2. What is Data Science/2. Updates on Udemy Reviews.mp4 | 20.42MB 2. What is Data Science/2. Updates on Udemy Reviews.srt | 1.95KB 2. What is Data Science/3. Profession of the future.mp4 | 58.01MB 2. What is Data Science/3. Profession of the future.srt | 10.35KB 2. What is Data Science/4. Areas of Data Science.mp4 | 37.66MB 2. What is Data Science/4. Areas of Data Science.srt | 9.54KB 2. What is Data Science/5. IMPORTANT Course Pathways.mp4 | 36.28MB 2. What is Data Science/5. IMPORTANT Course Pathways.srt | 8.74KB 2. What is Data Science/6. Some Additional Resources!!.html | 602B 2. What is Data Science/7. BONUS Interview with DJ Patil.html | 2.04KB 20. Handling errors during ETL (Phases 1 & 2)/1. Intro (what you will learn in this section).mp4 | 30.92MB 20. Handling errors during ETL (Phases 1 & 2)/1. Intro (what you will learn in this section).srt | 1.32KB 20. Handling errors during ETL (Phases 1 & 2)/10. Automating Error Handling in SSIS Conditional Split.mp4 | 93.52MB 20. Handling errors during ETL (Phases 1 & 2)/10. Automating Error Handling in SSIS Conditional Split.srt | 11.99KB 20. Handling errors during ETL (Phases 1 & 2)/11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4 | 103.30MB 20. Handling errors during ETL (Phases 1 & 2)/11. Automating Error Handling in SSIS Conditional Split (Level 2).srt | 12.61KB 20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4 | 328.77MB 20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.srt | 23.94KB 20. Handling errors during ETL (Phases 1 & 2)/13. Due Dilligence the one thing you HAVE to do every time.mp4 | 97.74MB 20. Handling errors during ETL (Phases 1 & 2)/13. Due Dilligence the one thing you HAVE to do every time.srt | 6.91KB 20. Handling errors during ETL (Phases 1 & 2)/14. Types of Errors in SSIS.mp4 | 15.17MB 20. Handling errors during ETL (Phases 1 & 2)/14. Types of Errors in SSIS.srt | 5.35KB 20. Handling errors during ETL (Phases 1 & 2)/15. Summary.mp4 | 80.59MB 20. Handling errors during ETL (Phases 1 & 2)/15. Summary.srt | 27.16KB 20. Handling errors during ETL (Phases 1 & 2)/16. Homework.mp4 | 84.58MB 20. Handling errors during ETL (Phases 1 & 2)/16. Homework.srt | 5.50KB 20. Handling errors during ETL (Phases 1 & 2)/2. Download the dataset for this section.mp4 | 7.11MB 20. Handling errors during ETL (Phases 1 & 2)/2. Download the dataset for this section.srt | 987B 20. Handling errors during ETL (Phases 1 & 2)/3. How excel can mess up your data.mp4 | 90.25MB 20. Handling errors during ETL (Phases 1 & 2)/3. How excel can mess up your data.srt | 6.03KB 20. Handling errors during ETL (Phases 1 & 2)/4. Bulletproof Blueprint for Data Wrangling before the Load.mp4 | 147.48MB 20. Handling errors during ETL (Phases 1 & 2)/4. Bulletproof Blueprint for Data Wrangling before the Load.srt | 10.66KB 20. Handling errors during ETL (Phases 1 & 2)/5. SSIS Error Text qualifier not specified.mp4 | 96.70MB 20. Handling errors during ETL (Phases 1 & 2)/5. SSIS Error Text qualifier not specified.srt | 9.87KB 20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).mp4 | 257.16MB 20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).srt | 28.11KB 20. Handling errors during ETL (Phases 1 & 2)/7. What do you do when your source file is corrupt (Part 2).mp4 | 97.09MB 20. Handling errors during ETL (Phases 1 & 2)/7. What do you do when your source file is corrupt (Part 2).srt | 9.19KB 20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.mp4 | 267.53MB 20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.srt | 23.47KB 20. Handling errors during ETL (Phases 1 & 2)/9. Handy trick for finding anomalies in SQL.mp4 | 57.77MB 20. Handling errors during ETL (Phases 1 & 2)/9. Handy trick for finding anomalies in SQL.srt | 5.62KB 21. SQL Programming for Data Science/1. Intro (what you will learn in this section).mp4 | 19.37MB 21. SQL Programming for Data Science/1. Intro (what you will learn in this section).srt | 1.05KB 21. SQL Programming for Data Science/10. Data Types in SQL.mp4 | 28.26MB 21. SQL Programming for Data Science/10. Data Types in SQL.srt | 10.88KB 21. SQL Programming for Data Science/11. Implicit Data Conversion in SQL.mp4 | 46.23MB 21. SQL Programming for Data Science/11. Implicit Data Conversion in SQL.srt | 5.23KB 21. SQL Programming for Data Science/12. Using Cast() vs Convert().mp4 | 55.99MB 21. SQL Programming for Data Science/12. Using Cast() vs Convert().srt | 5.17KB 21. SQL Programming for Data Science/13. Working with NULLs.mp4 | 61.41MB 21. SQL Programming for Data Science/13. Working with NULLs.srt | 6.99KB 21. SQL Programming for Data Science/14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4 | 33.92MB 21. SQL Programming for Data Science/14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.srt | 9.59KB 21. SQL Programming for Data Science/15. Joins with duplicate values.mp4 | 14.73MB 21. SQL Programming for Data Science/15. Joins with duplicate values.srt | 3.69KB 21. SQL Programming for Data Science/16. Joining on multiple fields.mp4 | 33.24MB 21. SQL Programming for Data Science/16. Joining on multiple fields.srt | 7.64KB 21. SQL Programming for Data Science/17. Practicing Joins.mp4 | 86.69MB 21. SQL Programming for Data Science/17. Practicing Joins.srt | 6.83KB 21. SQL Programming for Data Science/2. Download the dataset for this section.mp4 | 6.02MB 21. SQL Programming for Data Science/2. Download the dataset for this section.srt | 1002B 21. SQL Programming for Data Science/3. Getting To Know MS SQL Management Studio.mp4 | 16.61MB 21. SQL Programming for Data Science/3. Getting To Know MS SQL Management Studio.srt | 3.10KB 21. SQL Programming for Data Science/4. Shortcut to upload the data.mp4 | 13.83MB 21. SQL Programming for Data Science/4. Shortcut to upload the data.srt | 6.21KB 21. SQL Programming for Data Science/5. SELECT Statement.mp4 | 83.28MB 21. SQL Programming for Data Science/5. SELECT Statement.srt | 8.63KB 21. SQL Programming for Data Science/6. Using the WHERE clause to filter data.mp4 | 95.61MB 21. SQL Programming for Data Science/6. Using the WHERE clause to filter data.srt | 7.81KB 21. SQL Programming for Data Science/7. How to use Wildcards Regular Expressions in SQL (% and _).mp4 | 72.36MB 21. SQL Programming for Data Science/7. How to use Wildcards Regular Expressions in SQL (% and _).srt | 6.50KB 21. SQL Programming for Data Science/8. Comments in SQL.mp4 | 34.54MB 21. SQL Programming for Data Science/8. Comments in SQL.srt | 3.80KB 21. SQL Programming for Data Science/9. Order By.mp4 | 88.55MB 21. SQL Programming for Data Science/9. Order By.srt | 7.91KB 22. ETL Phase 3 Data Wrangling after the load/1. Intro (what you will learn in this section).mp4 | 34.92MB 22. ETL Phase 3 Data Wrangling after the load/1. Intro (what you will learn in this section).srt | 1.51KB 22. ETL Phase 3 Data Wrangling after the load/10. Intermediate Recap - Procs.mp4 | 18.23MB 22. ETL Phase 3 Data Wrangling after the load/10. Intermediate Recap - Procs.srt | 5.88KB 22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.mp4 | 206.93MB 22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.srt | 16.37KB 22. ETL Phase 3 Data Wrangling after the load/12. Adding leading zeros.mp4 | 129.68MB 22. ETL Phase 3 Data Wrangling after the load/12. Adding leading zeros.srt | 11.27KB 22. ETL Phase 3 Data Wrangling after the load/13. Converting data on the fly.mp4 | 138.64MB 22. ETL Phase 3 Data Wrangling after the load/13. Converting data on the fly.srt | 14.89KB 22. ETL Phase 3 Data Wrangling after the load/14. How to create a proc template.mp4 | 39.05MB 22. ETL Phase 3 Data Wrangling after the load/14. How to create a proc template.srt | 10.46KB 22. ETL Phase 3 Data Wrangling after the load/15. Archiving Procs.mp4 | 69.87MB 22. ETL Phase 3 Data Wrangling after the load/15. Archiving Procs.srt | 6.94KB 22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].mp4 | 189.75MB 22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].srt | 19.64KB 22. ETL Phase 3 Data Wrangling after the load/2. RAW, WRK, DRV tables.mp4 | 26.58MB 22. ETL Phase 3 Data Wrangling after the load/2. RAW, WRK, DRV tables.srt | 8.58KB 22. ETL Phase 3 Data Wrangling after the load/3. Download the dataset for this section.mp4 | 10.27MB 22. ETL Phase 3 Data Wrangling after the load/3. Download the dataset for this section.srt | 2.25KB 22. ETL Phase 3 Data Wrangling after the load/4. Create your first Stored Proc in SQL.mp4 | 48.02MB 22. ETL Phase 3 Data Wrangling after the load/4. Create your first Stored Proc in SQL.srt | 5.04KB 22. ETL Phase 3 Data Wrangling after the load/5. Executing Stored Procedures.mp4 | 35.23MB 22. ETL Phase 3 Data Wrangling after the load/5. Executing Stored Procedures.srt | 4.08KB 22. ETL Phase 3 Data Wrangling after the load/6. Modifying Stored Procedures.mp4 | 115.50MB 22. ETL Phase 3 Data Wrangling after the load/6. 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Handling errors during ETL (Phase 3)/11. Part Completed.mp4 | 50.12MB 23. Handling errors during ETL (Phase 3)/11. Part Completed.srt | 13.84KB 23. Handling errors during ETL (Phase 3)/12. ETL Error Handling Vehicle Service Project.mp4 | 62.38MB 23. Handling errors during ETL (Phase 3)/12. ETL Error Handling Vehicle Service Project.srt | 10.93KB 23. Handling errors during ETL (Phase 3)/2. Download the dataset for this section.mp4 | 5.40MB 23. Handling errors during ETL (Phase 3)/2. Download the dataset for this section.srt | 1.23KB 23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.mp4 | 197.78MB 23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.srt | 16.03KB 23. Handling errors during ETL (Phase 3)/4. Create Stored Proc.mp4 | 93.29MB 23. Handling errors during ETL (Phase 3)/4. Create Stored Proc.srt | 6.88KB 23. Handling errors during ETL (Phase 3)/5. How to deal with errors using the isnumeric() function.mp4 | 108.61MB 23. Handling errors during ETL (Phase 3)/5. How to deal with errors using the isnumeric() function.srt | 10.89KB 23. Handling errors during ETL (Phase 3)/6. How to deal errors using the len() function.mp4 | 108.50MB 23. Handling errors during ETL (Phase 3)/6. How to deal errors using the len() function.srt | 10.86KB 23. Handling errors during ETL (Phase 3)/7. How to deal with errors using the isdate() function.mp4 | 118.08MB 23. Handling errors during ETL (Phase 3)/7. How to deal with errors using the isdate() function.srt | 9.92KB 23. Handling errors during ETL (Phase 3)/8. Additional Quality Assurance check Balance.mp4 | 49.03MB 23. Handling errors during ETL (Phase 3)/8. Additional Quality Assurance check Balance.srt | 5.51KB 23. Handling errors during ETL (Phase 3)/9. Additional Quality Assurance check ZipCode.mp4 | 59.97MB 23. Handling errors during ETL (Phase 3)/9. Additional Quality Assurance check ZipCode.srt | 4.39KB 24. --------------------------- Part 4 Communication ---------------------------/1. Welcome to Part 4.mp4 | 15.39MB 24. --------------------------- Part 4 Communication ---------------------------/1. Welcome to Part 4.srt | 2.12KB 25. Working with people/1. Intro (what you will learn in this section).mp4 | 26.45MB 25. Working with people/1. Intro (what you will learn in this section).srt | 1.22KB 25. Working with people/2. Cross-departmental Work.mp4 | 153.55MB 25. Working with people/2. Cross-departmental Work.srt | 6.36KB 25. Working with people/3. Come to me with a Business Problem.mp4 | 78.94MB 25. Working with people/3. Come to me with a Business Problem.srt | 3.40KB 25. Working with people/4. Setting expectations and pre-project communication.mp4 | 126.73MB 25. Working with people/4. Setting expectations and pre-project communication.srt | 5.42KB 25. Working with people/5. Go and sit with them.mp4 | 168.00MB 25. Working with people/5. Go and sit with them.srt | 8.36KB 25. Working with people/6. The art of saying No.mp4 | 196.42MB 25. Working with people/6. The art of saying No.srt | 8.85KB 25. Working with people/7. Sometimes you have to go to the top.mp4 | 94.36MB 25. Working with people/7. Sometimes you have to go to the top.srt | 4.25KB 25. Working with people/8. Building a data culture.mp4 | 185.16MB 25. Working with people/8. Building a data culture.srt | 7.40KB 26. Presenting for Data Scientists/1. Intro (what you will learn in this section).mp4 | 61.57MB 26. Presenting for Data Scientists/1. Intro (what you will learn in this section).srt | 2.43KB 26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.mp4 | 179.61MB 26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.srt | 23.50KB 26. Presenting for Data Scientists/11. Bonus links to other examples of good storytelling.html | 609B 26. Presenting for Data Scientists/2. Case study.mp4 | 22.20MB 26. Presenting for Data Scientists/2. Case study.srt | 3.09KB 26. Presenting for Data Scientists/3. Analysing the intro.mp4 | 110.40MB 26. Presenting for Data Scientists/3. Analysing the intro.srt | 2.66KB 26. Presenting for Data Scientists/4. Intro dissection - recap.mp4 | 341.94MB 26. Presenting for Data Scientists/4. Intro dissection - recap.srt | 16.44KB 26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 | 230.48MB 26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.srt | 27.82KB 26. Presenting for Data Scientists/6. My brainstorming method.mp4 | 111.08MB 26. Presenting for Data Scientists/6. My brainstorming method.srt | 5.07KB 26. Presenting for Data Scientists/7. How to present to executives.mp4 | 197.49MB 26. Presenting for Data Scientists/7. How to present to executives.srt | 9.14KB 26. Presenting for Data Scientists/8. The truth is not always pretty.mp4 | 99.78MB 26. Presenting for Data Scientists/8. The truth is not always pretty.srt | 4.79KB 26. Presenting for Data Scientists/9. Passion and the Wow-factor.mp4 | 72.05MB 26. Presenting for Data Scientists/9. Passion and the Wow-factor.srt | 3.35KB 27. Homework Solutions/1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 | 76.60MB 27. Homework Solutions/1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.srt | 8.57KB 27. Homework Solutions/2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4 | 55.97MB 27. Homework Solutions/2. Advanced Data Mining with Tableau Chi-Squared Test for Country.srt | 6.17KB 27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).mp4 | 326.38MB 27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).srt | 29.10KB 27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 | 287.86MB 27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).srt | 23.86KB 27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4 | 173.43MB 27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).srt | 14.54KB 27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 | 231.40MB 27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).srt | 17.71KB 27. Homework Solutions/7. THANK YOU bonus video.mp4 | 52.26MB 27. Homework Solutions/7. THANK YOU bonus video.srt | 2.42KB 28. Bonus Lectures/1. YOUR SPECIAL BONUS.html | 3.96KB 3. --------------------------- Part 1 Visualisation ---------------------------/1. Welcome to Part 1.mp4 | 35.98MB 3. --------------------------- Part 1 Visualisation ---------------------------/1. Welcome to Part 1.srt | 2.92KB 4. Introduction to Tableau/1. Intro (what you will learn in this section).mp4 | 16.55MB 4. Introduction to Tableau/1. Intro (what you will learn in this section).srt | 895B 4. Introduction to Tableau/10. Section Recap.mp4 | 19.98MB 4. Introduction to Tableau/10. Section Recap.srt | 5.45KB 4. Introduction to Tableau/11. Tableau Basics.html | 121B 4. Introduction to Tableau/2. Installing Tableau Desktop and Tableau Public (FREE).mp4 | 26.76MB 4. Introduction to Tableau/2. Installing Tableau Desktop and Tableau Public (FREE).srt | 6.66KB 4. Introduction to Tableau/3. Challenge description + view data in file.mp4 | 22.06MB 4. Introduction to Tableau/3. Challenge description + view data in file.srt | 3.76KB 4. Introduction to Tableau/4. Connecting Tableau to a Data file - CSV file.mp4 | 25.15MB 4. Introduction to Tableau/4. Connecting Tableau to a Data file - CSV file.srt | 8.26KB 4. Introduction to Tableau/5. Navigating Tableau - Measures and Dimensions.mp4 | 31.32MB 4. Introduction to Tableau/5. Navigating Tableau - Measures and Dimensions.srt | 13.14KB 4. Introduction to Tableau/6. Creating a calculated field.mp4 | 24.61MB 4. Introduction to Tableau/6. Creating a calculated field.srt | 9.49KB 4. Introduction to Tableau/7. Adding colours.mp4 | 30.55MB 4. Introduction to Tableau/7. Adding colours.srt | 11.51KB 4. Introduction to Tableau/8. Adding labels and formatting.mp4 | 48.06MB 4. Introduction to Tableau/8. Adding labels and formatting.srt | 16.56KB 4. Introduction to Tableau/9. Exporting your worksheet.mp4 | 31.07MB 4. Introduction to Tableau/9. Exporting your worksheet.srt | 9.87KB 5. How to use Tableau for Data Mining/1. Intro (what you will learn in this section).mp4 | 26.46MB 5. How to use Tableau for Data Mining/1. Intro (what you will learn in this section).srt | 1.24KB 5. How to use Tableau for Data Mining/2. Get the Dataset + Project Overview.mp4 | 126.02MB 5. How to use Tableau for Data Mining/2. Get the Dataset + Project Overview.srt | 11.01KB 5. How to use Tableau for Data Mining/3. Connecting Tableau to an Excel File.mp4 | 42.76MB 5. How to use Tableau for Data Mining/3. Connecting Tableau to an Excel File.srt | 6.14KB 5. How to use Tableau for Data Mining/4. How to visualise an AB test in Tableau.mp4 | 41.80MB 5. How to use Tableau for Data Mining/4. How to visualise an AB test in Tableau.srt | 9.47KB 5. How to use Tableau for Data Mining/5. Working with Aliases.mp4 | 35.10MB 5. How to use Tableau for Data Mining/5. Working with Aliases.srt | 5.88KB 5. How to use Tableau for Data Mining/6. Adding a Reference Line.mp4 | 46.39MB 5. How to use Tableau for Data Mining/6. Adding a Reference Line.srt | 7.48KB 5. How to use Tableau for Data Mining/7. Looking for anomalies.mp4 | 69.37MB 5. How to use Tableau for Data Mining/7. Looking for anomalies.srt | 13.04KB 5. How to use Tableau for Data Mining/8. Handy trick to validate your approach data.mp4 | 76.85MB 5. How to use Tableau for Data Mining/8. Handy trick to validate your approach data.srt | 13.25KB 5. How to use Tableau for Data Mining/9. Section Recap.mp4 | 27.66MB 5. How to use Tableau for Data Mining/9. Section Recap.srt | 7.67KB 6. Advanced Data Mining With Tableau/1. Intro (what you will learn in this section).mp4 | 26.51MB 6. Advanced Data Mining With Tableau/1. Intro (what you will learn in this section).srt | 1.18KB 6. Advanced Data Mining With Tableau/10. Section Recap.mp4 | 33.25MB 6. Advanced Data Mining With Tableau/10. Section Recap.srt | 8.44KB 6. Advanced Data Mining With Tableau/11. Part Completed.mp4 | 5.19MB 6. Advanced Data Mining With Tableau/11. Part Completed.srt | 2.38KB 6. Advanced Data Mining With Tableau/2. Creating bins & Visualizing distributions.mp4 | 93.14MB 6. Advanced Data Mining With Tableau/2. Creating bins & Visualizing distributions.srt | 13.87KB 6. Advanced Data Mining With Tableau/3. Creating a classification test for a numeric variable.mp4 | 42.80MB 6. Advanced Data Mining With Tableau/3. Creating a classification test for a numeric variable.srt | 6.29KB 6. Advanced Data Mining With Tableau/4. Combining two charts and working with them in Tableau.mp4 | 26.92MB 6. Advanced Data Mining With Tableau/4. Combining two charts and working with them in Tableau.srt | 13.37KB 6. Advanced Data Mining With Tableau/5. Validating Tableau Data Mining with a Chi-Squared test.mp4 | 96.50MB 6. Advanced Data Mining With Tableau/5. Validating Tableau Data Mining with a Chi-Squared test.srt | 14.91KB 6. Advanced Data Mining With Tableau/6. Chi-Squared test when there is more than 2 categories.mp4 | 21.35MB 6. Advanced Data Mining With Tableau/6. Chi-Squared test when there is more than 2 categories.srt | 12.06KB 6. Advanced Data Mining With Tableau/7. Visualising Balance and Estimated Salary distribution.mp4 | 144.26MB 6. Advanced Data Mining With Tableau/7. Visualising Balance and Estimated Salary distribution.srt | 16.66KB 6. Advanced Data Mining With Tableau/8. Bonus Chi-Squared Test (Stats Tutorial).mp4 | 147.37MB 6. Advanced Data Mining With Tableau/8. Bonus Chi-Squared Test (Stats Tutorial).srt | 28.63KB 6. Advanced Data Mining With Tableau/9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4 | 68.62MB 6. Advanced Data Mining With Tableau/9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).srt | 14.16KB 7. --------------------------- Part 2 Modelling ---------------------------/1. Welcome to Part 2.mp4 | 50.36MB 7. --------------------------- Part 2 Modelling ---------------------------/1. Welcome to Part 2.srt | 5.66KB 8. Stats Refresher/1. Intro (what you will learn in this section).mp4 | 17.75MB 8. Stats Refresher/1. Intro (what you will learn in this section).srt | 860B 8. Stats Refresher/2. Types of variables Categorical vs Numeric.mp4 | 24.28MB 8. Stats Refresher/2. Types of variables Categorical vs Numeric.srt | 7.57KB 8. Stats Refresher/3. Types of regressions.mp4 | 10.34MB 8. Stats Refresher/3. Types of regressions.srt | 12.13KB 8. Stats Refresher/4. Ordinary Least Squares.mp4 | 4.22MB 8. Stats Refresher/4. Ordinary Least Squares.srt | 4.36KB 8. Stats Refresher/5. R-squared.mp4 | 6.75MB 8. Stats Refresher/5. R-squared.srt | 7.32KB 8. Stats Refresher/6. Adjusted R-squared.mp4 | 13.84MB 8. Stats Refresher/6. Adjusted R-squared.srt | 14.43KB 9. Simple Linear Regression/1. Intro (what you will learn in this section).mp4 | 22.37MB 9. Simple Linear Regression/1. Intro (what you will learn in this section).srt | 1.03KB 9. Simple Linear Regression/2. Introduction to Gretl.mp4 | 34.95MB 9. Simple Linear Regression/2. Introduction to Gretl.srt | 4.04KB 9. Simple Linear Regression/3. Get the dataset.mp4 | 38.01MB 9. Simple Linear Regression/3. Get the dataset.srt | 5.60KB 9. Simple Linear Regression/4. Import data and run descriptive statistics.mp4 | 31.77MB 9. Simple Linear Regression/4. Import data and run descriptive statistics.srt | 5.92KB 9. Simple Linear Regression/5. Reading Linear Regression Output.mp4 | 65.81MB 9. Simple Linear Regression/5. Reading Linear Regression Output.srt | 9.83KB 9. Simple Linear Regression/6. Plotting and analysing the graph.mp4 | 63.92MB 9. Simple Linear Regression/6. Plotting and analysing the graph.srt | 6.27KB