DesireCourse Net Udemy Data Science Real Life Data Science Exercises Included

DesireCourse Net Udemy Data Science Real Life Data Science Exercises Included

Name	[DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included	DOWNLOAD Copy Link
Total Size	6.3 GB
Total Files	425
Hash	A31E186D08DB60C7D3DA9A5D82DA9CBB6BE1C0F5

/1. Get Excited/
1. Welcome to Data Science A-Z™.mp4	23.9 MB
1. Welcome to Data Science A-Z™.vtt	6.9 KB
2. BONUS Learning Paths.html	2.4 KB
/10. Multiple Linear Regression/
1. Intro (what you will learn in this section).mp4	19.4 MB
1. Intro (what you will learn in this section).vtt	1.9 KB
10. Section Recap.mp4	12.7 MB
10. Section Recap.vtt	6.3 KB
2. Caveat assumptions of a linear regression.mp4	3.5 MB
2. Caveat assumptions of a linear regression.vtt	2.5 KB
3. Get the dataset.mp4	10.7 MB
3. Get the dataset.vtt	5.9 KB
4. Dummy Variables.mp4	31.3 MB
4. Dummy Variables.vtt	11.2 KB
5. Dummy Variable Trap.mp4	9.5 MB
5. Dummy Variable Trap.vtt	3.2 KB
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4	23.0 MB
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.vtt	21.6 KB
7. Backward Elimination - Practice time.mp4	33.6 MB
7. Backward Elimination - Practice time.vtt	22.6 KB
8. Using Adjusted R-squared to create Robust models.mp4	69.4 MB
8. Using Adjusted R-squared to create Robust models.vtt	13.9 KB
9. Interpreting coefficients of MLR.mp4	66.4 MB
9. Interpreting coefficients of MLR.vtt	17.1 KB
/11. Logistic Regression/
1. Intro (what you will learn in this section).mp4	26.5 MB
1. Intro (what you will learn in this section).vtt	2.4 KB
2. Get the dataset.mp4	7.4 MB
2. Get the dataset.vtt	5.2 KB
3. Binary outcome YesNo-Type Business Problems.mp4	28.1 MB
3. Binary outcome YesNo-Type Business Problems.vtt	12.3 KB
4. Logistic regression intuition.mp4	34.9 MB
4. Logistic regression intuition.vtt	23.1 KB
5. Your first logistic regression.mp4	31.6 MB
5. Your first logistic regression.vtt	10.9 KB
6. False Positives and False Negatives.mp4	18.7 MB
6. False Positives and False Negatives.vtt	10.6 KB
7. Confusion Matrix.mp4	8.8 MB
7. Confusion Matrix.vtt	6.8 KB
8. Interpreting coefficients of a logistic regression.mp4	38.4 MB
8. Interpreting coefficients of a logistic regression.vtt	13.0 KB
/12. Building a robust geodemographic segmentation model/
1. Intro (what you will learn in this section).mp4	11.5 MB
1. Intro (what you will learn in this section).vtt	1.7 KB
10. Model is Ready and Section Recap.mp4	25.6 MB
10. Model is Ready and Section Recap.vtt	8.5 KB
2. Get the dataset.mp4	19.9 MB
2. Get the dataset.vtt	10.7 KB
3. What is geo-demographic segmenation.mp4	13.2 MB
3. What is geo-demographic segmenation.vtt	7.1 KB
4. Let's build the model - first iteration.mp4	26.2 MB
4. Let's build the model - first iteration.vtt	11.6 KB
5. Let's build the model - backward elimination STEP-BY-STEP.mp4	69.9 MB
5. Let's build the model - backward elimination STEP-BY-STEP.vtt	15.5 KB
6. Transforming independent variables.mp4	38.5 MB
6. Transforming independent variables.vtt	13.6 KB
7. Creating derived variables.mp4	30.1 MB
7. Creating derived variables.vtt	8.0 KB
8. Checking for multicollinearity using VIF.mp4	61.0 MB
8. Checking for multicollinearity using VIF.vtt	10.6 KB
9. Correlation Matrix and Multicollinearity Intuition.mp4	35.5 MB
9. Correlation Matrix and Multicollinearity Intuition.vtt	10.5 KB
/13. Assessing your model/
1. Intro (what you will learn in this section).mp4	6.7 MB
1. Intro (what you will learn in this section).vtt	1.0 KB
10. Section Recap.mp4	9.7 MB
10. Section Recap.vtt	4.9 KB
2. Accuracy paradox.mp4	4.7 MB
2. Accuracy paradox.vtt	3.1 KB
3. Cumulative Accuracy Profile (CAP).mp4	21.9 MB
3. Cumulative Accuracy Profile (CAP).vtt	14.9 KB
4. How to build a CAP curve in Excel.mp4	88.5 MB
4. How to build a CAP curve in Excel.vtt	20.1 KB
5. Assessing your model using the CAP curve.mp4	22.0 MB
5. Assessing your model using the CAP curve.vtt	9.6 KB
6. Get my CAP curve template.mp4	15.1 MB
6. Get my CAP curve template.vtt	9.0 KB
7. How to use test data to prevent overfitting your model.mp4	11.1 MB
7. How to use test data to prevent overfitting your model.vtt	5.0 KB
8. Applying the model to test data.mp4	61.3 MB
8. Applying the model to test data.vtt	9.8 KB
9. Comparing training performance and test performance.mp4	61.1 MB
9. Comparing training performance and test performance.vtt	15.2 KB
/14. Drawing insights from your model/
1. Intro (what you will learn in this section).mp4	6.2 MB
1. Intro (what you will learn in this section).vtt	0.9 KB
2. Power insights from your CAP.mp4	61.1 MB
2. Power insights from your CAP.vtt	19.5 KB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4	10.4 MB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).vtt	5.2 KB
4. Odds ratio (advanced topic).mp4	28.6 MB
4. Odds ratio (advanced topic).vtt	11.8 KB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4	15.0 MB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).vtt	9.7 KB
6. Deriving insights from your coefficients (advanced topic).mp4	66.7 MB
6. Deriving insights from your coefficients (advanced topic).vtt	18.9 KB
7. Section Recap.mp4	7.7 MB
7. Section Recap.vtt	4.4 KB
/15. Model maintenance/
1. Intro (what you will learn in this section).mp4	7.1 MB
1. Intro (what you will learn in this section).vtt	1.0 KB
2. What does model deterioration look like.mp4	16.5 MB
2. What does model deterioration look like.vtt	6.0 KB
3. Why do models deteriorate.mp4	60.5 MB
3. Why do models deteriorate.vtt	22.7 KB
4. Three levels of maintenance for deployed models.mp4	14.9 MB
4. Three levels of maintenance for deployed models.vtt	11.4 KB
5. Section Recap.mp4	3.4 MB
5. Section Recap.vtt	2.4 KB
/16. --------------------------- Part 3 Data Preparation ---------------------------/
1. Welcome to Part 3.mp4	34.3 MB
1. Welcome to Part 3.vtt	3.6 KB
/17. Business Intelligence (BI) Tools/
1. Intro (what you will learn in this section).mp4	4.4 MB
1. Intro (what you will learn in this section).vtt	0.6 KB
2. Working with Data.mp4	2.3 MB
2. Working with Data.vtt	1.5 KB
3. What is a Data Warehouse What is a Database.mp4	10.3 MB
3. What is a Data Warehouse What is a Database.vtt	4.9 KB
4. Setting up Microsoft SQL Server 2014 for practice.mp4	21.1 MB
4. Setting up Microsoft SQL Server 2014 for practice.vtt	10.9 KB
5. Important Practice Database.mp4	23.9 MB
5. Important Practice Database.vtt	12.8 KB
6. ETL for Data Science - what is Extract Transform Load (ETL).mp4	3.4 MB
6. ETL for Data Science - what is Extract Transform Load (ETL).vtt	2.8 KB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4	7.9 MB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .vtt	5.2 KB
8. Installing SSDT with MSVS Shell.mp4	18.1 MB
8. Installing SSDT with MSVS Shell.vtt	5.8 KB
/18. ETL Phase 1 Data Wrangling before the Load/
1. Intro (what you will learn in this section).mp4	10.9 MB
1. Intro (what you will learn in this section).vtt	1.3 KB
2. Preparing your folder structure for your Data Science project.mp4	5.1 MB
2. Preparing your folder structure for your Data Science project.vtt	3.3 KB
3. Download the dataset for this section.mp4	3.7 MB
3. Download the dataset for this section.vtt	2.0 KB
4. Two things you HAVE to do before the load.mp4	26.5 MB
4. Two things you HAVE to do before the load.vtt	6.5 KB
5. Notepad ++.mp4	4.0 MB
5. Notepad ++.vtt	1.4 KB
6. Editpad Lite.mp4	9.1 MB
6. Editpad Lite.vtt	1.7 KB
/19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/
1. Intro (what you will learn in this section).mp4	10.6 MB
1. Intro (what you will learn in this section).vtt	1.2 KB
2. Starting and navigating an SSIS Project.mp4	5.9 MB
2. Starting and navigating an SSIS Project.vtt	2.6 KB
3. Creating a flat file source task and OLE DB destination.mp4	6.1 MB
3. Creating a flat file source task and OLE DB destination.vtt	2.5 KB
4. Setting up your flat file source connection.mp4	21.0 MB
4. Setting up your flat file source connection.vtt	8.9 KB
5. Setting up your database connection and creating a RAW table.mp4	28.7 MB
5. Setting up your database connection and creating a RAW table.vtt	10.9 KB
6. Run the Upload & Disable.mp4	11.5 MB
6. Run the Upload & Disable.vtt	3.9 KB
7. Due Dilligence Upload Quality Assurance.mp4	12.0 MB
7. Due Dilligence Upload Quality Assurance.vtt	3.0 KB
/2. What is Data Science/
1. Intro (what you will learn in this section).mp4	8.1 MB
1. Intro (what you will learn in this section).vtt	1.2 KB
2. Updates on Udemy Reviews.mp4	64.4 MB
2. Updates on Udemy Reviews.vtt	4.0 KB
3. Profession of the future.mp4	21.5 MB
3. Profession of the future.vtt	9.5 KB
4. Areas of Data Science.mp4	15.8 MB
4. Areas of Data Science.vtt	8.8 KB
5. IMPORTANT Course Pathways.mp4	14.8 MB
5. IMPORTANT Course Pathways.vtt	8.1 KB
6. Some Additional Resources!!.html	0.6 KB
/20. Handling errors during ETL (Phases 1 & 2)/
1. Intro (what you will learn in this section).mp4	13.2 MB
1. Intro (what you will learn in this section).vtt	1.2 KB
10. Automating Error Handling in SSIS Conditional Split.mp4	33.1 MB
10. Automating Error Handling in SSIS Conditional Split.vtt	10.9 KB
11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4	48.3 MB
11. Automating Error Handling in SSIS Conditional Split (Level 2).vtt	11.6 KB
12. How to analyze the error files.mp4	167.4 MB
12. How to analyze the error files.vtt	21.8 KB
13. Due Dilligence the one thing you HAVE to do every time.mp4	29.5 MB
13. Due Dilligence the one thing you HAVE to do every time.vtt	6.4 KB
14. Types of Errors in SSIS.mp4	6.9 MB
14. Types of Errors in SSIS.vtt	4.9 KB
15. Summary.mp4	37.9 MB
15. Summary.vtt	25.0 KB
16. Homework.mp4	62.6 MB
16. Homework.vtt	5.0 KB
2. Download the dataset for this section.mp4	2.4 MB
2. Download the dataset for this section.vtt	0.9 KB
3. How excel can mess up your data.mp4	76.0 MB
3. How excel can mess up your data.vtt	5.5 KB
4. Bulletproof Blueprint for Data Wrangling before the Load.mp4	85.8 MB
4. Bulletproof Blueprint for Data Wrangling before the Load.vtt	9.7 KB
5. SSIS Error Text qualifier not specified.mp4	32.0 MB
5. SSIS Error Text qualifier not specified.vtt	9.1 KB
6. What do you do when your source file is corrupt (Part 1).mp4	269.6 MB
6. What do you do when your source file is corrupt (Part 1).vtt	25.6 KB
7. What do you do when your source file is corrupt (Part 2).mp4	63.1 MB
7. What do you do when your source file is corrupt (Part 2).vtt	8.3 KB
8. SSIS Error Data truncation.mp4	159.8 MB
8. SSIS Error Data truncation.vtt	21.3 KB
9. Handy trick for finding anomalies in SQL.mp4	23.3 MB
9. Handy trick for finding anomalies in SQL.vtt	5.1 KB
/21. SQL Programming for Data Science/
1. Intro (what you will learn in this section).mp4	8.3 MB
1. Intro (what you will learn in this section).vtt	1.0 KB
10. Data Types in SQL.mp4	12.8 MB
10. Data Types in SQL.vtt	10.1 KB
11. Implicit Data Conversion in SQL.mp4	18.3 MB
11. Implicit Data Conversion in SQL.vtt	4.8 KB
12. Using Cast() vs Convert().mp4	22.2 MB
12. Using Cast() vs Convert().vtt	4.8 KB
13. Working with NULLs.mp4	24.6 MB
13. Working with NULLs.vtt	6.4 KB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4	14.1 MB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.vtt	8.8 KB
15. Joins with duplicate values.mp4	6.3 MB
15. Joins with duplicate values.vtt	3.4 KB
16. Joining on multiple fields.mp4	14.2 MB
16. Joining on multiple fields.vtt	7.1 KB
17. Practicing Joins.mp4	40.4 MB
17. Practicing Joins.vtt	6.3 KB
2. Download the dataset for this section.mp4	2.0 MB
2. Download the dataset for this section.vtt	0.9 KB
3. Getting To Know MS SQL Management Studio.mp4	6.0 MB
3. Getting To Know MS SQL Management Studio.vtt	2.9 KB
4. Shortcut to upload the data.mp4	14.5 MB
4. Shortcut to upload the data.vtt	5.6 KB
5. SELECT Statement.mp4	32.7 MB
5. SELECT Statement.vtt	7.9 KB
6. Using the WHERE clause to filter data.mp4	38.9 MB
6. Using the WHERE clause to filter data.vtt	7.2 KB
7. How to use Wildcards Regular Expressions in SQL (% and _).mp4	27.4 MB
7. How to use Wildcards Regular Expressions in SQL (% and _).vtt	5.9 KB
8. Comments in SQL.mp4	13.0 MB
8. Comments in SQL.vtt	3.5 KB
9. Order By.mp4	35.7 MB
9. Order By.vtt	7.3 KB
/22. ETL Phase 3 Data Wrangling after the load/
1. Intro (what you will learn in this section).mp4	14.0 MB
1. Intro (what you will learn in this section).vtt	1.4 KB
10. Intermediate Recap - Procs.mp4	7.8 MB
10. Intermediate Recap - Procs.vtt	5.4 KB
11. Create the proc for the second file.mp4	84.1 MB
11. Create the proc for the second file.vtt	14.9 KB
12. Adding leading zeros.mp4	54.6 MB
12. Adding leading zeros.vtt	10.3 KB
13. Converting data on the fly.mp4	52.4 MB
13. Converting data on the fly.vtt	13.6 KB
14. How to create a proc template.mp4	31.5 MB
14. How to create a proc template.vtt	9.5 KB
15. Archiving Procs.mp4	27.8 MB
15. Archiving Procs.vtt	6.4 KB
16. What you can do with these tables going forward [drv files etc.].mp4	74.6 MB
16. What you can do with these tables going forward [drv files etc.].vtt	18.0 KB
2. RAW, WRK, DRV tables.mp4	10.8 MB
2. RAW, WRK, DRV tables.vtt	8.0 KB
3. Download the dataset for this section.mp4	3.5 MB
3. Download the dataset for this section.vtt	2.1 KB
4. Create your first Stored Proc in SQL.mp4	18.2 MB
4. Create your first Stored Proc in SQL.vtt	4.6 KB
5. Executing Stored Procedures.mp4	12.7 MB
5. Executing Stored Procedures.vtt	3.8 KB
6. Modifying Stored Procedures.mp4	41.7 MB
6. Modifying Stored Procedures.vtt	11.8 KB
7. Create table.mp4	42.8 MB
7. Create table.vtt	13.2 KB
8. Insert INTO.mp4	23.6 MB
8. Insert INTO.vtt	8.0 KB
9. Check if table exists + drop table + Truncate.mp4	31.7 MB
9. Check if table exists + drop table + Truncate.vtt	8.4 KB
/23. Handling errors during ETL (Phase 3)/
1. Intro (what you will learn in this section).mp4	13.5 MB
1. Intro (what you will learn in this section).vtt	1.4 KB
10. Additional Quality Assurance check Birthday.mp4	17.6 MB
10. Additional Quality Assurance check Birthday.vtt	4.9 KB
11. Part Completed.mp4	37.8 MB
11. Part Completed.vtt	12.8 KB
12. ETL Error Handling Vehicle Service Project.mp4	25.9 MB
12. ETL Error Handling Vehicle Service Project.vtt	10.1 KB
2. Download the dataset for this section.mp4	1.8 MB
2. Download the dataset for this section.vtt	1.1 KB
3. Upload the data to RAW table.mp4	93.3 MB
3. Upload the data to RAW table.vtt	14.4 KB
4. Create Stored Proc.mp4	37.9 MB
4. Create Stored Proc.vtt	6.2 KB
5. How to deal with errors using the isnumeric() function.mp4	40.6 MB
5. How to deal with errors using the isnumeric() function.vtt	10.0 KB
6. How to deal errors using the len() function.mp4	41.4 MB
6. How to deal errors using the len() function.vtt	9.9 KB
7. How to deal with errors using the isdate() function.mp4	45.7 MB
7. How to deal with errors using the isdate() function.vtt	9.0 KB
8. Additional Quality Assurance check Balance.mp4	19.0 MB
8. Additional Quality Assurance check Balance.vtt	5.1 KB
9. Additional Quality Assurance check ZipCode.mp4	29.9 MB
9. Additional Quality Assurance check ZipCode.vtt	4.0 KB
/24. --------------------------- Part 4 Communication ---------------------------/
1. Welcome to Part 4.mp4	16.1 MB
1. Welcome to Part 4.vtt	2.0 KB
/25. Working with people/
1. Intro (what you will learn in this section).mp4	8.6 MB
1. Intro (what you will learn in this section).vtt	1.1 KB
2. Cross-departmental Work.mp4	51.7 MB
2. Cross-departmental Work.vtt	5.9 KB
3. Come to me with a Business Problem.mp4	27.8 MB
3. Come to me with a Business Problem.vtt	3.2 KB
4. Setting expectations and pre-project communication.mp4	40.1 MB
4. Setting expectations and pre-project communication.vtt	5.0 KB
5. Go and sit with them.mp4	61.8 MB
5. Go and sit with them.vtt	7.7 KB
6. The art of saying No.mp4	63.4 MB
6. The art of saying No.vtt	8.2 KB
7. Sometimes you have to go to the top.mp4	29.9 MB
7. Sometimes you have to go to the top.vtt	3.9 KB
8. Building a data culture.mp4	59.7 MB
8. Building a data culture.vtt	6.9 KB
/26. Presenting for Data Scientists/
1. Intro (what you will learn in this section).mp4	19.9 MB
1. Intro (what you will learn in this section).vtt	2.2 KB
10. Bonus my full presentation LIVE 2015.mp4	67.5 MB
10. Bonus my full presentation LIVE 2015.vtt	21.5 KB
11. Bonus links to other examples of good storytelling.html	0.6 KB
2. Case study.mp4	23.3 MB
2. Case study.vtt	2.9 KB
3. Analysing the intro.mp4	39.1 MB
3. Analysing the intro.vtt	2.4 KB
4. Intro dissection - recap.mp4	120.0 MB
4. Intro dissection - recap.vtt	15.1 KB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4	78.1 MB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.vtt	25.4 KB
6. My brainstorming method.mp4	39.6 MB
6. My brainstorming method.vtt	4.7 KB
7. How to present to executives.mp4	64.9 MB
7. How to present to executives.vtt	8.4 KB
8. The truth is not always pretty.mp4	33.9 MB
8. The truth is not always pretty.vtt	4.4 KB
9. Passion and the Wow-factor.mp4	24.9 MB
9. Passion and the Wow-factor.vtt	3.1 KB
/27. Homework Solutions/
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4	13.9 MB
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.vtt	7.7 KB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4	10.2 MB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.vtt	5.5 KB
3. ETL Error Handling (Phases 1 and 2).mp4	155.3 MB
3. ETL Error Handling (Phases 1 and 2).vtt	25.9 KB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4	122.5 MB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).vtt	21.3 KB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4	67.4 MB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).vtt	13.0 KB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4	92.1 MB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).vtt	15.9 KB
7. THANK YOU bonus video.mp4	54.8 MB
7. THANK YOU bonus video.vtt	2.2 KB
/28. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	4.0 KB
/3. --------------------------- Part 1 Visualisation ---------------------------/
1. Welcome to Part 1.mp4	31.9 MB
1. Welcome to Part 1.vtt	2.6 KB
/4. Introduction to Tableau/
1. Intro (what you will learn in this section).mp4	4.0 MB
1. Intro (what you will learn in this section).vtt	0.8 KB
10. Section Recap.mp4	5.1 MB
10. Section Recap.vtt	5.0 KB
11. Tableau Basics.html	0.1 KB
2. Installing Tableau Desktop and Tableau Public (FREE).mp4	29.4 MB
2. Installing Tableau Desktop and Tableau Public (FREE).vtt	9.0 KB
3. Challenge description + view data in file.mp4	6.9 MB
3. Challenge description + view data in file.vtt	3.2 KB
4. Connecting Tableau to a Data file - CSV file.mp4	18.2 MB
4. Connecting Tableau to a Data file - CSV file.vtt	7.5 KB
5. Navigating Tableau - Measures and Dimensions.mp4	19.1 MB
5. Navigating Tableau - Measures and Dimensions.vtt	11.4 KB
6. Creating a calculated field.mp4	17.5 MB
6. Creating a calculated field.vtt	8.2 KB
7. Adding colours.mp4	13.0 MB
7. Adding colours.vtt	10.1 KB
8. Adding labels and formatting.mp4	19.7 MB
8. Adding labels and formatting.vtt	14.1 KB
9. Exporting your worksheet.mp4	15.9 MB
9. Exporting your worksheet.vtt	9.7 KB
/5. How to use Tableau for Data Mining/
1. Intro (what you will learn in this section).mp4	4.5 MB
1. Intro (what you will learn in this section).vtt	1.2 KB
2. Get the Dataset + Project Overview.mp4	18.0 MB
2. Get the Dataset + Project Overview.vtt	10.2 KB
3. Connecting Tableau to an Excel File.mp4	8.3 MB
3. Connecting Tableau to an Excel File.vtt	5.6 KB
4. How to visualise an AB test in Tableau.mp4	10.0 MB
4. How to visualise an AB test in Tableau.vtt	8.5 KB
5. Working with Aliases.mp4	7.4 MB
5. Working with Aliases.vtt	5.4 KB
6. Adding a Reference Line.mp4	9.1 MB
6. Adding a Reference Line.vtt	6.9 KB
7. Looking for anomalies.mp4	14.5 MB
7. Looking for anomalies.vtt	12.0 KB
8. Handy trick to validate your approach data.mp4	16.0 MB
8. Handy trick to validate your approach data.vtt	12.2 KB
9. Section Recap.mp4	7.2 MB
9. Section Recap.vtt	7.1 KB
/6. Advanced Data Mining With Tableau/
1. Intro (what you will learn in this section).mp4	5.3 MB
1. Intro (what you will learn in this section).vtt	1.1 KB
10. Section Recap.mp4	8.2 MB
10. Section Recap.vtt	7.8 KB
11. Part Completed.mp4	2.1 MB
11. Part Completed.vtt	2.4 KB
2. Creating bins & Visualizing distributions.mp4	17.9 MB
2. Creating bins & Visualizing distributions.vtt	12.8 KB
3. Creating a classification test for a numeric variable.mp4	8.6 MB
3. Creating a classification test for a numeric variable.vtt	5.8 KB
4. Combining two charts and working with them in Tableau.mp4	28.2 MB
4. Combining two charts and working with them in Tableau.vtt	12.2 KB
5. Validating Tableau Data Mining with a Chi-Squared test.mp4	18.9 MB
5. Validating Tableau Data Mining with a Chi-Squared test.vtt	13.7 KB
6. Chi-Squared test when there is more than 2 categories.mp4	22.4 MB
6. Chi-Squared test when there is more than 2 categories.vtt	11.1 KB
7. Visualising Balance and Estimated Salary distribution.mp4	25.9 MB
7. Visualising Balance and Estimated Salary distribution.vtt	15.3 KB
8. Bonus Chi-Squared Test (Stats Tutorial).mp4	32.8 MB
8. Bonus Chi-Squared Test (Stats Tutorial).vtt	26.0 KB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4	15.8 MB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).vtt	13.0 KB
/7. --------------------------- Part 2 Modelling ---------------------------/
1. Welcome to Part 2.mp4	52.8 MB
1. Welcome to Part 2.vtt	5.3 KB
/8. Stats Refresher/
1. Intro (what you will learn in this section).mp4	5.3 MB
1. Intro (what you will learn in this section).vtt	0.8 KB
2. Types of variables Categorical vs Numeric.mp4	7.2 MB
2. Types of variables Categorical vs Numeric.vtt	7.0 KB
3. Types of regressions.mp4	10.8 MB
3. Types of regressions.vtt	11.2 KB
4. Ordinary Least Squares.mp4	4.4 MB
4. Ordinary Least Squares.vtt	4.1 KB
5. R-squared.mp4	7.1 MB
5. R-squared.vtt	6.7 KB
6. Adjusted R-squared.mp4	14.5 MB
6. Adjusted R-squared.vtt	13.3 KB
/9. Simple Linear Regression/
1. Intro (what you will learn in this section).mp4	9.3 MB
1. Intro (what you will learn in this section).vtt	1.0 KB
2. Introduction to Gretl.mp4	15.9 MB
2. Introduction to Gretl.vtt	3.7 KB
3. Get the dataset.mp4	7.9 MB
3. Get the dataset.vtt	5.2 KB
4. Import data and run descriptive statistics.mp4	11.0 MB
4. Import data and run descriptive statistics.vtt	5.5 KB
5. Reading Linear Regression Output.mp4	23.4 MB
5. Reading Linear Regression Output.vtt	9.1 KB
6. Plotting and analysing the graph.mp4	23.4 MB
6. Plotting and analysing the graph.vtt	5.8 KB
/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
Total files 425