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Title [DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included
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[CourseClub.Me].url 48B
[CourseClub.Me].url 48B
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[DesireCourse.Net].url 51B
[DesireCourse.Net].url 51B
[DesireCourse.Net].url 51B
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 76.61MB
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.srt 8.57KB
1. Intro (what you will learn in this section).mp4 46.11MB
1. Intro (what you will learn in this section).mp4 57.87MB
1. Intro (what you will learn in this section).mp4 37.22MB
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1. Intro (what you will learn in this section).srt 2.02KB
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1. Intro (what you will learn in this section).srt 860B
1. Intro (what you will learn in this section).srt 1.03KB
1. Welcome to Data Science A-Z™.mp4 75.03MB
1. Welcome to Data Science A-Z™.srt 7.43KB
1. Welcome to Part 1.mp4 35.99MB
1. Welcome to Part 1.srt 2.92KB
1. Welcome to Part 2.mp4 50.36MB
1. Welcome to Part 2.srt 5.66KB
1. Welcome to Part 3.mp4 32.71MB
1. Welcome to Part 3.srt 3.83KB
1. Welcome to Part 4.mp4 15.38MB
1. Welcome to Part 4.srt 2.12KB
1. YOUR SPECIAL BONUS.html 3.97KB
10. Additional Quality Assurance check Birthday.mp4 44.83MB
10. Additional Quality Assurance check Birthday.srt 5.35KB
10. Automating Error Handling in SSIS Conditional Split.mp4 93.53MB
10. Automating Error Handling in SSIS Conditional Split.srt 11.99KB
10. Bonus my full presentation LIVE 2015.mp4 179.60MB
10. Bonus my full presentation LIVE 2015.srt 23.50KB
10. Data Types in SQL.mp4 28.25MB
10. Data Types in SQL.srt 10.88KB
10. Intermediate Recap - Procs.mp4 18.22MB
10. Intermediate Recap - Procs.srt 5.88KB
10. Interpreting coefficients of MLR.mp4 168.68MB
10. Interpreting coefficients of MLR.srt 18.51KB
10. Model is Ready and Section Recap.mp4 59.58MB
10. Model is Ready and Section Recap.srt 9.20KB
10. Section Recap.mp4 21.45MB
10. Section Recap.mp4 19.97MB
10. Section Recap.mp4 33.25MB
10. Section Recap.srt 5.33KB
10. Section Recap.srt 5.45KB
10. Section Recap.srt 8.44KB
11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4 103.30MB
11. Automating Error Handling in SSIS Conditional Split (Level 2).srt 12.61KB
11. Bonus links to other examples of good storytelling.html 609B
11. Create the proc for the second file.mp4 206.93MB
11. Create the proc for the second file.srt 16.37KB
11. Implicit Data Conversion in SQL.mp4 46.23MB
11. Implicit Data Conversion in SQL.srt 5.23KB
11. Part Completed.mp4 50.12MB
11. Part Completed.mp4 5.18MB
11. Part Completed.srt 13.84KB
11. Part Completed.srt 2.38KB
11. Section Recap.mp4 29.88MB
11. Section Recap.srt 6.80KB
11. Tableau Basics.html 121B
12. Adding leading zeros.mp4 129.68MB
12. Adding leading zeros.srt 11.27KB
12. ETL Error Handling Vehicle Service Project.mp4 62.39MB
12. ETL Error Handling Vehicle Service Project.srt 10.93KB
12. How to analyze the error files.mp4 328.78MB
12. How to analyze the error files.srt 23.94KB
12. Using Cast() vs Convert().mp4 56.00MB
12. Using Cast() vs Convert().srt 5.17KB
13. Converting data on the fly.mp4 138.64MB
13. Converting data on the fly.srt 14.89KB
13. Due Dilligence the one thing you HAVE to do every time.mp4 97.74MB
13. Due Dilligence the one thing you HAVE to do every time.srt 6.91KB
13. Working with NULLs.mp4 61.41MB
13. Working with NULLs.srt 6.99KB
14. How to create a proc template.mp4 39.05MB
14. How to create a proc template.srt 10.46KB
14. Types of Errors in SSIS.mp4 15.16MB
14. Types of Errors in SSIS.srt 5.35KB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4 33.91MB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.srt 9.59KB
15. Archiving Procs.mp4 69.87MB
15. Archiving Procs.srt 6.94KB
15. Joins with duplicate values.mp4 14.73MB
15. Joins with duplicate values.srt 3.69KB
15. Summary.mp4 80.58MB
15. Summary.srt 27.16KB
16. Homework.mp4 84.58MB
16. Homework.srt 5.50KB
16. Joining on multiple fields.mp4 33.24MB
16. Joining on multiple fields.srt 7.64KB
16. What you can do with these tables going forward [drv files etc.].mp4 189.75MB
16. What you can do with these tables going forward [drv files etc.].srt 19.64KB
17. Practicing Joins.mp4 86.70MB
17. Practicing Joins.srt 6.83KB
2. Accuracy paradox.mp4 10.91MB
2. Accuracy paradox.srt 3.33KB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4 55.96MB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.srt 6.17KB
2. BONUS Learning Paths.html 1.79KB
2. Case study.mp4 22.20MB
2. Case study.srt 3.09KB
2. Caveat assumptions of a linear regression.mp4 8.08MB
2. Caveat assumptions of a linear regression.srt 2.69KB
2. Creating bins & Visualizing distributions.mp4 93.14MB
2. Creating bins & Visualizing distributions.srt 13.87KB
2. Cross-departmental Work.mp4 153.55MB
2. Cross-departmental Work.srt 6.36KB
2. Download the dataset for this section.mp4 7.10MB
2. Download the dataset for this section.mp4 6.01MB
2. Download the dataset for this section.mp4 5.40MB
2. Download the dataset for this section.srt 987B
2. Download the dataset for this section.srt 1002B
2. Download the dataset for this section.srt 1.23KB
2. Get the dataset.mp4 36.44MB
2. Get the dataset.mp4 130.14MB
2. Get the dataset.srt 5.59KB
2. Get the dataset.srt 11.64KB
2. Get the Dataset + Project Overview.mp4 126.03MB
2. Get the Dataset + Project Overview.srt 11.01KB
2. Installing Tableau Desktop and Tableau Public (FREE).mp4 26.77MB
2. Installing Tableau Desktop and Tableau Public (FREE).srt 6.66KB
2. Introduction to Gretl.mp4 34.94MB
2. Introduction to Gretl.srt 4.04KB
2. Power insights from your CAP.mp4 161.15MB
2. Power insights from your CAP.srt 21.15KB
2. Preparing your folder structure for your Data Science project.mp4 14.37MB
2. Preparing your folder structure for your Data Science project.srt 3.58KB
2. RAW, WRK, DRV tables.mp4 26.58MB
2. RAW, WRK, DRV tables.srt 8.58KB
2. Starting and navigating an SSIS Project.mp4 16.52MB
2. Starting and navigating an SSIS Project.srt 2.85KB
2. Types of variables Categorical vs Numeric.mp4 24.28MB
2. Types of variables Categorical vs Numeric.srt 7.57KB
2. Updates on Udemy Reviews.mp4 20.42MB
2. Updates on Udemy Reviews.srt 1.95KB
2. What does model deterioration look like.mp4 43.40MB
2. What does model deterioration look like.srt 6.76KB
2. Working with Data.mp4 5.31MB
2. Working with Data.srt 1.65KB
3. Analysing the intro.mp4 110.40MB
3. Analysing the intro.srt 2.66KB
3. Binary outcome YesNo-Type Business Problems.mp4 79.23MB
3. Binary outcome YesNo-Type Business Problems.srt 13.41KB
3. Challenge description + view data in file.mp4 22.05MB
3. Challenge description + view data in file.srt 3.76KB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4 23.76MB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt 5.67KB
3. Come to me with a Business Problem.mp4 78.94MB
3. Come to me with a Business Problem.srt 3.40KB
3. Connecting Tableau to an Excel File.mp4 42.76MB
3. Connecting Tableau to an Excel File.srt 6.14KB
3. Creating a classification test for a numeric variable.mp4 42.80MB
3. Creating a classification test for a numeric variable.srt 6.29KB
3. Creating a flat file source task and OLE DB destination.mp4 16.50MB
3. Creating a flat file source task and OLE DB destination.srt 2.73KB
3. Cumulative Accuracy Profile (CAP).mp4 49.67MB
3. Cumulative Accuracy Profile (CAP).srt 16.18KB
3. Download the dataset for this section.mp4 10.93MB
3. Download the dataset for this section.mp4 10.26MB
3. Download the dataset for this section.srt 2.16KB
3. Download the dataset for this section.srt 2.25KB
3. ETL Error Handling (Phases 1 and 2).mp4 326.38MB
3. ETL Error Handling (Phases 1 and 2).srt 29.10KB
3. Get the dataset.mp4 62.29MB
3. Get the dataset.mp4 38.01MB
3. Get the dataset.srt 6.38KB
3. Get the dataset.srt 5.60KB
3. Get the materials.html 317B
3. Getting To Know MS SQL Management Studio.mp4 16.61MB
3. Getting To Know MS SQL Management Studio.srt 3.10KB
3. How excel can mess up your data.mp4 90.25MB
3. How excel can mess up your data.srt 6.03KB
3. Profession of the future.mp4 58.00MB
3. Profession of the future.srt 10.35KB
3. Types of regressions.mp4 10.33MB
3. Types of regressions.srt 12.13KB
3. Upload the data to RAW table.mp4 197.79MB
3. Upload the data to RAW table.srt 16.03KB
3. What is a Data Warehouse What is a Database.mp4 26.23MB
3. What is a Data Warehouse What is a Database.srt 5.27KB
3. What is geo-demographic segmenation.mp4 33.14MB
3. What is geo-demographic segmenation.srt 7.63KB
3. Why do models deteriorate.mp4 150.36MB
3. Why do models deteriorate.srt 24.83KB
4. Areas of Data Science.mp4 37.67MB
4. Areas of Data Science.srt 9.54KB
4. Bulletproof Blueprint for Data Wrangling before the Load.mp4 147.48MB
4. Bulletproof Blueprint for Data Wrangling before the Load.srt 10.66KB
4. Combining two charts and working with them in Tableau.mp4 26.91MB
4. Combining two charts and working with them in Tableau.srt 13.37KB
4. Connecting Tableau to a Data file - CSV file.mp4 25.15MB
4. Connecting Tableau to a Data file - CSV file.srt 8.26KB
4. Create Stored Proc.mp4 93.29MB
4. Create Stored Proc.srt 6.88KB
4. Create your first Stored Proc in SQL.mp4 48.02MB
4. Create your first Stored Proc in SQL.srt 5.04KB
4. Dummy Variables.mp4 69.76MB
4. Dummy Variables.srt 12.13KB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 287.87MB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).srt 23.86KB
4. How to build a CAP curve in Excel.mp4 213.03MB
4. How to build a CAP curve in Excel.srt 22.30KB
4. How to visualise an AB test in Tableau.mp4 41.81MB
4. How to visualise an AB test in Tableau.srt 9.47KB
4. Import data and run descriptive statistics.mp4 31.78MB
4. Import data and run descriptive statistics.srt 5.92KB
4. Intro dissection - recap.mp4 341.95MB
4. Intro dissection - recap.srt 16.44KB
4. Let's build the model - first iteration.mp4 74.86MB
4. Let's build the model - first iteration.srt 12.66KB
4. Logistic regression intuition.mp4 82.73MB
4. Logistic regression intuition.srt 25.29KB
4. Odds ratio (advanced topic).mp4 71.02MB
4. Odds ratio (advanced topic).srt 12.88KB
4. Ordinary Least Squares.mp4 4.22MB
4. Ordinary Least Squares.srt 4.36KB
4. Setting expectations and pre-project communication.mp4 126.73MB
4. Setting expectations and pre-project communication.srt 5.42KB
4. Setting up Microsoft SQL Server 2014 for practice.mp4 20.12MB
4. Setting up Microsoft SQL Server 2014 for practice.srt 11.88KB
4. Setting up your flat file source connection.mp4 57.91MB
4. Setting up your flat file source connection.srt 9.77KB
4. Shortcut to upload the data.mp4 13.82MB
4. Shortcut to upload the data.srt 6.21KB
4. Three levels of maintenance for deployed models.mp4 40.17MB
4. Three levels of maintenance for deployed models.srt 12.35KB
4. Two things you HAVE to do before the load.mp4 69.11MB
4. Two things you HAVE to do before the load.srt 7.05KB
4. Your Shortcut To Becoming A Better Data Scientist!.html 3.96KB
5. Assessing your model using the CAP curve.mp4 53.03MB
5. Assessing your model using the CAP curve.srt 10.37KB
5. Dummy Variable Trap.mp4 20.89MB
5. Dummy Variable Trap.srt 3.51KB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4 173.43MB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).srt 14.54KB
5. Executing Stored Procedures.mp4 35.23MB
5. Executing Stored Procedures.srt 4.08KB
5. Go and sit with them.mp4 168.00MB
5. Go and sit with them.srt 8.36KB
5. How to deal with errors using the isnumeric() function.mp4 108.62MB
5. How to deal with errors using the isnumeric() function.srt 10.89KB
5. IMPORTANT Course Pathways.mp4 36.29MB
5. IMPORTANT Course Pathways.srt 8.74KB
5. Important Practice Database.mp4 22.80MB
5. Important Practice Database.srt 13.98KB
5. Let's build the model - backward elimination STEP-BY-STEP.mp4 171.39MB
5. Let's build the model - backward elimination STEP-BY-STEP.srt 17.02KB
5. Navigating Tableau - Measures and Dimensions.mp4 31.31MB
5. Navigating Tableau - Measures and Dimensions.srt 13.14KB
5. Notepad ++.mp4 10.83MB
5. Notepad ++.srt 1.46KB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4 36.24MB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt 10.59KB
5. Reading Linear Regression Output.mp4 65.82MB
5. Reading Linear Regression Output.srt 9.83KB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 230.49MB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.srt 27.82KB
5. R-squared.mp4 6.74MB
5. R-squared.srt 7.32KB
5. Section Recap.mp4 7.63MB
5. Section Recap.srt 2.60KB
5. SELECT Statement.mp4 83.28MB
5. SELECT Statement.srt 8.63KB
5. Setting up your database connection and creating a RAW table.mp4 78.81MB
5. Setting up your database connection and creating a RAW table.srt 11.97KB
5. SSIS Error Text qualifier not specified.mp4 96.71MB
5. SSIS Error Text qualifier not specified.srt 9.87KB
5. Validating Tableau Data Mining with a Chi-Squared test.mp4 96.51MB
5. Validating Tableau Data Mining with a Chi-Squared test.srt 14.91KB
5. Working with Aliases.mp4 35.10MB
5. Working with Aliases.srt 5.88KB
5. Your first logistic regression.mp4 89.11MB
5. Your first logistic regression.srt 11.84KB
6. Adding a Reference Line.mp4 46.39MB
6. Adding a Reference Line.srt 7.48KB
6. Adjusted R-squared.mp4 13.83MB
6. Adjusted R-squared.srt 14.43KB
6. Chi-Squared test when there is more than 2 categories.mp4 21.34MB
6. Chi-Squared test when there is more than 2 categories.srt 12.06KB
6. Creating a calculated field.mp4 24.60MB
6. Creating a calculated field.srt 9.49KB
6. Deriving insights from your coefficients (advanced topic).mp4 168.19MB
6. Deriving insights from your coefficients (advanced topic).srt 20.83KB
6. Editpad Lite.mp4 20.37MB
6. Editpad Lite.srt 1.80KB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 231.41MB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).srt 17.71KB
6. ETL for Data Science - what is Extract Transform Load (ETL).mp4 8.27MB
6. ETL for Data Science - what is Extract Transform Load (ETL).srt 3.02KB
6. False Positives and False Negatives.mp4 44.03MB
6. False Positives and False Negatives.srt 11.51KB
6. Get my CAP curve template.mp4 81.68MB
6. Get my CAP curve template.srt 9.90KB
6. How to deal errors using the len() function.mp4 108.50MB
6. How to deal errors using the len() function.srt 10.86KB
6. Modifying Stored Procedures.mp4 115.50MB
6. Modifying Stored Procedures.srt 12.81KB
6. My brainstorming method.mp4 111.09MB
6. My brainstorming method.srt 5.07KB
6. Plotting and analysing the graph.mp4 63.91MB
6. Plotting and analysing the graph.srt 6.27KB
6. Run the Upload & Disable.mp4 32.87MB
6. Run the Upload & Disable.srt 4.29KB
6. Some Additional Resources!!.html 602B
6. The art of saying No.mp4 196.42MB
6. The art of saying No.srt 8.85KB
6. Transforming independent variables.mp4 92.02MB
6. Transforming independent variables.srt 14.72KB
6. Understanding the P-Value.mp4 56.49MB
6. Understanding the P-Value.srt 20.63KB
6. Using the WHERE clause to filter data.mp4 95.61MB
6. Using the WHERE clause to filter data.srt 7.81KB
6. What do you do when your source file is corrupt (Part 1).mp4 257.15MB
6. What do you do when your source file is corrupt (Part 1).srt 28.11KB
7. Adding colours.mp4 30.55MB
7. Adding colours.srt 11.51KB
7. BONUS Interview with DJ Patil.html 2.04KB
7. Confusion Matrix.mp4 20.48MB
7. Confusion Matrix.srt 7.41KB
7. Create table.mp4 117.01MB
7. Create table.srt 14.36KB
7. Creating derived variables.mp4 76.47MB
7. Creating derived variables.srt 8.57KB
7. Due Dilligence Upload Quality Assurance.mp4 31.19MB
7. Due Dilligence Upload Quality Assurance.srt 3.28KB
7. How to deal with errors using the isdate() function.mp4 118.07MB
7. How to deal with errors using the isdate() function.srt 9.92KB
7. How to present to executives.mp4 197.49MB
7. How to present to executives.srt 9.14KB
7. How to use test data to prevent overfitting your model.mp4 27.69MB
7. How to use test data to prevent overfitting your model.srt 5.45KB
7. How to use Wildcards Regular Expressions in SQL (% and _).mp4 72.37MB
7. How to use Wildcards Regular Expressions in SQL (% and _).srt 6.50KB
7. Looking for anomalies.mp4 69.36MB
7. Looking for anomalies.srt 13.04KB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4 18.09MB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .srt 5.72KB
7. Section Recap.mp4 16.87MB
7. Section Recap.srt 4.81KB
7. Sometimes you have to go to the top.mp4 94.37MB
7. Sometimes you have to go to the top.srt 4.25KB
7. THANK YOU bonus video.mp4 52.26MB
7. THANK YOU bonus video.srt 2.42KB
7. Visualising Balance and Estimated Salary distribution.mp4 144.27MB
7. Visualising Balance and Estimated Salary distribution.srt 16.66KB
7. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4 98.87MB
7. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt 23.56KB
7. What do you do when your source file is corrupt (Part 2).mp4 97.09MB
7. What do you do when your source file is corrupt (Part 2).srt 9.19KB
8. Adding labels and formatting.mp4 48.07MB
8. Adding labels and formatting.srt 16.56KB
8. Additional Quality Assurance check Balance.mp4 49.04MB
8. Additional Quality Assurance check Balance.srt 5.51KB
8. Applying the model to test data.mp4 144.50MB
8. Applying the model to test data.srt 10.72KB
8. Backward Elimination - Practice time.mp4 186.94MB
8. Backward Elimination - Practice time.srt 25.01KB
8. Bonus Chi-Squared Test (Stats Tutorial).mp4 147.37MB
8. Bonus Chi-Squared Test (Stats Tutorial).srt 28.63KB
8. Building a data culture.mp4 185.17MB
8. Building a data culture.srt 7.40KB
8. Checking for multicollinearity using VIF.mp4 139.68MB
8. Checking for multicollinearity using VIF.srt 11.63KB
8. Comments in SQL.mp4 34.55MB
8. Comments in SQL.srt 3.80KB
8. Handy trick to validate your approach data.mp4 76.86MB
8. Handy trick to validate your approach data.srt 13.25KB
8. Insert INTO.mp4 22.52MB
8. Insert INTO.srt 8.68KB
8. Installing SSDT with MSVS Shell.mp4 45.84MB
8. Installing SSDT with MSVS Shell.srt 6.25KB
8. Interpreting coefficients of a logistic regression.mp4 103.53MB
8. Interpreting coefficients of a logistic regression.srt 14.08KB
8. SSIS Error Data truncation.mp4 267.53MB
8. SSIS Error Data truncation.srt 23.47KB
8. The truth is not always pretty.mp4 99.79MB
8. The truth is not always pretty.srt 4.79KB
9. Additional Quality Assurance check ZipCode.mp4 59.97MB
9. Additional Quality Assurance check ZipCode.srt 4.39KB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4 68.63MB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).srt 14.16KB
9. Check if table exists + drop table + Truncate.mp4 86.06MB
9. Check if table exists + drop table + Truncate.srt 9.10KB
9. Comparing training performance and test performance.mp4 153.39MB
9. Comparing training performance and test performance.srt 16.65KB
9. Correlation Matrix and Multicollinearity Intuition.mp4 102.85MB
9. Correlation Matrix and Multicollinearity Intuition.srt 11.34KB
9. Exporting your worksheet.mp4 31.07MB
9. Exporting your worksheet.srt 9.87KB
9. Handy trick for finding anomalies in SQL.mp4 57.77MB
9. Handy trick for finding anomalies in SQL.srt 5.62KB
9. Order By.mp4 88.54MB
9. Order By.srt 7.91KB
9. Passion and the Wow-factor.mp4 72.05MB
9. Passion and the Wow-factor.srt 3.35KB
9. Section Recap.mp4 27.65MB
9. Section Recap.srt 7.67KB
9. Using Adjusted R-squared to create Robust models.mp4 167.16MB
9. Using Adjusted R-squared to create Robust models.srt 15.19KB
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