GigaCourse com Udemy Data Science Real Life Data Science Exercises Included

GigaCourse com Udemy Data Science Real Life Data Science Exercises Included

Name	[GigaCourse.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	11.3 GB
Total Files	425
Hash	AF15A1FBCF89D6C6BDB476880051E90CD12DC757

/1. Get Excited/
1. Welcome to Data Science A-Z™.mp4	51.2 MB
1. Welcome to Data Science A-Z™.srt	7.6 KB
2. BONUS Learning Paths.html	2.4 KB
/10. Multiple Linear Regression/
1. Intro (what you will learn in this section).mp4	29.0 MB
1. Intro (what you will learn in this section).srt	2.1 KB
10. Section Recap.mp4	23.7 MB
10. Section Recap.srt	7.0 KB
2. Caveat assumptions of a linear regression.mp4	6.5 MB
2. Caveat assumptions of a linear regression.srt	2.8 KB
3. Get the dataset.mp4	45.7 MB
3. Get the dataset.srt	6.5 KB
4. Dummy Variables.mp4	54.1 MB
4. Dummy Variables.srt	12.4 KB
5. Dummy Variable Trap.mp4	16.6 MB
5. Dummy Variable Trap.srt	3.6 KB
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4	78.0 MB
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt	24.1 KB
7. Backward Elimination - Practice time.mp4	138.1 MB
7. Backward Elimination - Practice time.srt	25.6 KB
8. Using Adjusted R-squared to create Robust models.mp4	130.7 MB
8. Using Adjusted R-squared to create Robust models.srt	15.6 KB
9. Interpreting coefficients of MLR.mp4	128.1 MB
9. Interpreting coefficients of MLR.srt	19.0 KB
/11. Logistic Regression/
1. Intro (what you will learn in this section).mp4	36.5 MB
1. Intro (what you will learn in this section).srt	2.7 KB
2. Get the dataset.mp4	25.2 MB
2. Get the dataset.srt	5.7 KB
3. Binary outcome YesNo-Type Business Problems.mp4	59.0 MB
3. Binary outcome YesNo-Type Business Problems.srt	13.7 KB
4. Logistic regression intuition.mp4	66.0 MB
4. Logistic regression intuition.srt	25.9 KB
5. Your first logistic regression.mp4	65.2 MB
5. Your first logistic regression.srt	12.1 KB
6. False Positives and False Negatives.mp4	35.0 MB
6. False Positives and False Negatives.srt	11.8 KB
7. Confusion Matrix.mp4	16.4 MB
7. Confusion Matrix.srt	7.6 KB
8. Interpreting coefficients of a logistic regression.mp4	75.5 MB
8. Interpreting coefficients of a logistic regression.srt	14.4 KB
/12. Building a robust geodemographic segmentation model/
1. Intro (what you will learn in this section).mp4	23.5 MB
1. Intro (what you will learn in this section).srt	1.9 KB
10. Model is Ready and Section Recap.mp4	46.4 MB
10. Model is Ready and Section Recap.srt	9.4 KB
2. Get the dataset.mp4	94.1 MB
2. Get the dataset.srt	11.9 KB
3. What is geo-demographic segmenation.mp4	28.0 MB
3. What is geo-demographic segmenation.srt	7.8 KB
4. Let's build the model - first iteration.mp4	55.5 MB
4. Let's build the model - first iteration.srt	13.0 KB
5. Let's build the model - backward elimination STEP-BY-STEP.mp4	125.0 MB
5. Let's build the model - backward elimination STEP-BY-STEP.srt	17.4 KB
6. Transforming independent variables.mp4	68.1 MB
6. Transforming independent variables.srt	15.1 KB
7. Creating derived variables.mp4	55.2 MB
7. Creating derived variables.srt	8.8 KB
8. Checking for multicollinearity using VIF.mp4	100.7 MB
8. Checking for multicollinearity using VIF.srt	11.9 KB
9. Correlation Matrix and Multicollinearity Intuition.mp4	73.0 MB
9. Correlation Matrix and Multicollinearity Intuition.srt	11.6 KB
/13. Assessing your model/
1. Intro (what you will learn in this section).mp4	14.1 MB
1. Intro (what you will learn in this section).srt	1.1 KB
10. Section Recap.mp4	17.9 MB
10. Section Recap.srt	5.5 KB
2. Accuracy paradox.mp4	8.7 MB
2. Accuracy paradox.srt	3.4 KB
3. Cumulative Accuracy Profile (CAP).mp4	39.8 MB
3. Cumulative Accuracy Profile (CAP).srt	16.6 KB
4. How to build a CAP curve in Excel.mp4	153.2 MB
4. How to build a CAP curve in Excel.srt	22.8 KB
5. Assessing your model using the CAP curve.mp4	41.2 MB
5. Assessing your model using the CAP curve.srt	10.6 KB
6. Get my CAP curve template.mp4	59.4 MB
6. Get my CAP curve template.srt	10.1 KB
7. How to use test data to prevent overfitting your model.mp4	23.2 MB
7. How to use test data to prevent overfitting your model.srt	5.6 KB
8. Applying the model to test data.mp4	104.7 MB
8. Applying the model to test data.srt	11.0 KB
9. Comparing training performance and test performance.mp4	109.5 MB
9. Comparing training performance and test performance.srt	17.1 KB
/14. Drawing insights from your model/
1. Intro (what you will learn in this section).mp4	12.8 MB
1. Intro (what you will learn in this section).srt	0.9 KB
2. Power insights from your CAP.mp4	116.2 MB
2. Power insights from your CAP.srt	21.7 KB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4	18.0 MB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt	5.8 KB
4. Odds ratio (advanced topic).mp4	53.8 MB
4. Odds ratio (advanced topic).srt	13.2 KB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4	27.9 MB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt	10.8 KB
6. Deriving insights from your coefficients (advanced topic).mp4	122.2 MB
6. Deriving insights from your coefficients (advanced topic).srt	21.3 KB
7. Section Recap.mp4	14.1 MB
7. Section Recap.srt	4.9 KB
/15. Model maintenance/
1. Intro (what you will learn in this section).mp4	14.3 MB
1. Intro (what you will learn in this section).srt	1.1 KB
2. What does model deterioration look like.mp4	31.6 MB
2. What does model deterioration look like.srt	6.9 KB
3. Why do models deteriorate.mp4	114.3 MB
3. Why do models deteriorate.srt	25.4 KB
4. Three levels of maintenance for deployed models.mp4	30.3 MB
4. Three levels of maintenance for deployed models.srt	12.6 KB
5. Section Recap.mp4	6.4 MB
5. Section Recap.srt	2.7 KB
/16. Part 3 Data Preparation/
1. Welcome to Part 3.mp4	34.3 MB
1. Welcome to Part 3.srt	3.9 KB
/17. Business Intelligence (BI) Tools/
1. Intro (what you will learn in this section).mp4	8.7 MB
1. Intro (what you will learn in this section).srt	0.7 KB
2. Working with Data.mp4	4.3 MB
2. Working with Data.srt	1.7 KB
3. What is a Data Warehouse What is a Database.mp4	19.7 MB
3. What is a Data Warehouse What is a Database.srt	5.4 KB
4. Setting up Microsoft SQL Server 2014 for practice.mp4	21.1 MB
4. Setting up Microsoft SQL Server 2014 for practice.srt	12.2 KB
5. Important Practice Database.mp4	23.9 MB
5. Important Practice Database.srt	14.3 KB
6. ETL for Data Science - what is Extract Transform Load (ETL).mp4	6.6 MB
6. ETL for Data Science - what is Extract Transform Load (ETL).srt	3.1 KB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4	14.6 MB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .srt	5.9 KB
8. Installing SSDT with MSVS Shell.mp4	32.0 MB
8. Installing SSDT with MSVS Shell.srt	6.4 KB
/18. ETL Phase 1 Data Wrangling before the Load/
1. Intro (what you will learn in this section).mp4	18.5 MB
1. Intro (what you will learn in this section).srt	1.4 KB
2. Preparing your folder structure for your Data Science project.mp4	10.4 MB
2. Preparing your folder structure for your Data Science project.srt	3.7 KB
3. Download the dataset for this section.mp4	7.7 MB
3. Download the dataset for this section.srt	2.2 KB
4. Two things you HAVE to do before the load.mp4	50.0 MB
4. Two things you HAVE to do before the load.srt	7.2 KB
5. Notepad ++.mp4	7.1 MB
5. Notepad ++.srt	1.5 KB
6. Editpad Lite.mp4	16.4 MB
6. Editpad Lite.srt	1.8 KB
/19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/
1. Intro (what you will learn in this section).mp4	19.4 MB
1. Intro (what you will learn in this section).srt	1.4 KB
2. Starting and navigating an SSIS Project.mp4	11.5 MB
2. Starting and navigating an SSIS Project.srt	2.9 KB
3. Creating a flat file source task and OLE DB destination.mp4	11.5 MB
3. Creating a flat file source task and OLE DB destination.srt	2.8 KB
4. Setting up your flat file source connection.mp4	41.0 MB
4. Setting up your flat file source connection.srt	10.0 KB
5. Setting up your database connection and creating a RAW table.mp4	54.6 MB
5. Setting up your database connection and creating a RAW table.srt	12.3 KB
6. Run the Upload & Disable.mp4	21.3 MB
6. Run the Upload & Disable.srt	4.4 KB
7. Due Dilligence Upload Quality Assurance.mp4	21.3 MB
7. Due Dilligence Upload Quality Assurance.srt	3.4 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).srt	1.3 KB
2. Updates on Udemy Reviews.mp4	21.4 MB
2. Updates on Udemy Reviews.srt	2.0 KB
3. Profession of the future.mp4	43.6 MB
3. Profession of the future.srt	10.6 KB
4. Areas of Data Science.mp4	29.2 MB
4. Areas of Data Science.srt	9.8 KB
5. IMPORTANT Course Pathways.mp4	28.8 MB
5. IMPORTANT Course Pathways.srt	8.9 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	19.6 MB
1. Intro (what you will learn in this section).srt	1.4 KB
10. Automating Error Handling in SSIS Conditional Split.mp4	66.0 MB
10. Automating Error Handling in SSIS Conditional Split.srt	12.3 KB
11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4	69.9 MB
11. Automating Error Handling in SSIS Conditional Split (Level 2).srt	69.9 MB
12. How to analyze the error files.mp4	222.3 MB
12. How to analyze the error files.srt	24.5 KB
13. Due Dilligence the one thing you HAVE to do every time.mp4	63.5 MB
13. Due Dilligence the one thing you HAVE to do every time.srt	7.1 KB
14. Types of Errors in SSIS.mp4	12.5 MB
14. Types of Errors in SSIS.srt	5.5 KB
15. Summary.mp4	66.6 MB
15. Summary.srt	27.8 KB
16. Homework.mp4	60.0 MB
16. Homework.srt	5.6 KB
2. Download the dataset for this section.mp4	4.9 MB
2. Download the dataset for this section.srt	1.0 KB
3. How excel can mess up your data.mp4	64.0 MB
3. How excel can mess up your data.srt	6.2 KB
4. Bulletproof Blueprint for Data Wrangling before the Load.mp4	106.4 MB
4. Bulletproof Blueprint for Data Wrangling before the Load.srt	10.9 KB
5. SSIS Error Text qualifier not specified.mp4	70.7 MB
5. SSIS Error Text qualifier not specified.srt	10.1 KB
6. What do you do when your source file is corrupt (Part 1).mp4	269.7 MB
6. What do you do when your source file is corrupt (Part 1).srt	28.8 KB
7. What do you do when your source file is corrupt (Part 2).mp4	74.8 MB
7. What do you do when your source file is corrupt (Part 2).srt	9.4 KB
8. SSIS Error Data truncation.mp4	182.0 MB
8. SSIS Error Data truncation.srt	24.0 KB
9. Handy trick for finding anomalies in SQL.mp4	39.7 MB
9. Handy trick for finding anomalies in SQL.srt	5.8 KB
/21. SQL Programming for Data Science/
1. Intro (what you will learn in this section).mp4	12.0 MB
1. Intro (what you will learn in this section).srt	1.1 KB
10. Data Types in SQL.mp4	23.4 MB
10. Data Types in SQL.srt	11.1 KB
11. Implicit Data Conversion in SQL.mp4	34.1 MB
11. Implicit Data Conversion in SQL.srt	5.4 KB
12. Using Cast() vs Convert().mp4	39.0 MB
12. Using Cast() vs Convert().srt	5.3 KB
13. Working with NULLs.mp4	41.6 MB
13. Working with NULLs.srt	7.2 KB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4	27.3 MB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.srt	9.8 KB
15. Joins with duplicate values.mp4	12.2 MB
15. Joins with duplicate values.srt	3.8 KB
16. Joining on multiple fields.mp4	27.2 MB
16. Joining on multiple fields.srt	7.8 KB
17. Practicing Joins.mp4	64.8 MB
17. Practicing Joins.srt	7.0 KB
2. Download the dataset for this section.mp4	4.2 MB
2. Download the dataset for this section.srt	1.0 KB
3. Getting To Know MS SQL Management Studio.mp4	11.9 MB
3. Getting To Know MS SQL Management Studio.srt	3.2 KB
4. Shortcut to upload the data.mp4	14.5 MB
4. Shortcut to upload the data.srt	6.4 KB
5. SELECT Statement.mp4	56.2 MB
5. SELECT Statement.srt	8.8 KB
6. Using the WHERE clause to filter data.mp4	62.5 MB
6. Using the WHERE clause to filter data.srt	8.0 KB
7. How to use Wildcards Regular Expressions in SQL (% and _).mp4	46.8 MB
7. How to use Wildcards Regular Expressions in SQL (% and _).srt	6.7 KB
8. Comments in SQL.mp4	22.8 MB
8. Comments in SQL.srt	3.9 KB
9. Order By.mp4	60.3 MB
9. Order By.srt	8.1 KB
/22. ETL Phase 3 Data Wrangling after the load/
1. Intro (what you will learn in this section).mp4	21.7 MB
1. Intro (what you will learn in this section).srt	1.6 KB
10. Intermediate Recap - Procs.mp4	14.8 MB
10. Intermediate Recap - Procs.srt	6.0 KB
11. Create the proc for the second file.mp4	146.6 MB
11. Create the proc for the second file.srt	16.8 KB
12. Adding leading zeros.mp4	93.9 MB
12. Adding leading zeros.srt	11.5 KB
13. Converting data on the fly.mp4	94.9 MB
13. Converting data on the fly.srt	15.3 KB
14. How to create a proc template.mp4	31.5 MB
14. How to create a proc template.srt	10.7 KB
15. Archiving Procs.mp4	49.6 MB
15. Archiving Procs.srt	7.1 KB
16. What you can do with these tables going forward [drv files etc.].mp4	131.1 MB
16. What you can do with these tables going forward [drv files etc.].srt	20.1 KB
2. RAW, WRK, DRV tables.mp4	21.1 MB
2. RAW, WRK, DRV tables.srt	8.8 KB
3. Download the dataset for this section.mp4	7.1 MB
3. Download the dataset for this section.srt	2.3 KB
4. Create your first Stored Proc in SQL.mp4	31.8 MB
4. Create your first Stored Proc in SQL.srt	5.2 KB
5. Executing Stored Procedures.mp4	22.9 MB
5. Executing Stored Procedures.srt	4.2 KB
6. Modifying Stored Procedures.mp4	76.5 MB
6. Modifying Stored Procedures.srt	13.1 KB
7. Create table.mp4	80.3 MB
7. Create table.srt	14.7 KB
8. Insert INTO.mp4	23.6 MB
8. Insert INTO.srt	8.9 KB
9. Check if table exists + drop table + Truncate.mp4	57.7 MB
9. Check if table exists + drop table + Truncate.srt	57.7 MB
/23. Handling errors during ETL (Phase 3)/
1. Intro (what you will learn in this section).mp4	20.3 MB
1. Intro (what you will learn in this section).srt	1.6 KB
10. Additional Quality Assurance check Birthday.mp4	31.9 MB
10. Additional Quality Assurance check Birthday.srt	5.5 KB
11. Part Completed.mp4	37.8 MB
11. Part Completed.srt	14.2 KB
12. ETL Error Handling Vehicle Service Project.mp4	46.6 MB
12. ETL Error Handling Vehicle Service Project.srt	11.2 KB
2. Download the dataset for this section.mp4	3.9 MB
2. Download the dataset for this section.srt	1.3 KB
3. Upload the data to RAW table.mp4	141.9 MB
3. Upload the data to RAW table.srt	16.4 KB
4. Create Stored Proc.mp4	65.2 MB
4. Create Stored Proc.srt	7.0 KB
5. How to deal with errors using the isnumeric() function.mp4	73.9 MB
5. How to deal with errors using the isnumeric() function.srt	11.1 KB
6. How to deal errors using the len() function.mp4	75.1 MB
6. How to deal errors using the len() function.srt	11.1 KB
7. How to deal with errors using the isdate() function.mp4	81.9 MB
7. How to deal with errors using the isdate() function.srt	81.9 MB
8. Additional Quality Assurance check Balance.mp4	35.1 MB
8. Additional Quality Assurance check Balance.srt	5.6 KB
9. Additional Quality Assurance check ZipCode.mp4	41.2 MB
9. Additional Quality Assurance check ZipCode.srt	4.5 KB
/24. Part 4 Communication/
1. Welcome to Part 4.mp4	16.1 MB
1. Welcome to Part 4.srt	2.2 KB
/25. Working with people/
1. Intro (what you will learn in this section).mp4	16.8 MB
1. Intro (what you will learn in this section).srt	1.3 KB
2. Cross-departmental Work.mp4	96.3 MB
2. Cross-departmental Work.srt	6.5 KB
3. Come to me with a Business Problem.mp4	49.7 MB
3. Come to me with a Business Problem.srt	3.5 KB
4. Setting expectations and pre-project communication.mp4	79.1 MB
4. Setting expectations and pre-project communication.srt	5.6 KB
5. Go and sit with them.mp4	106.3 MB
5. Go and sit with them.srt	8.6 KB
6. The art of saying No.mp4	123.6 MB
6. The art of saying No.srt	9.1 KB
7. Sometimes you have to go to the top.mp4	59.3 MB
7. Sometimes you have to go to the top.srt	4.4 KB
8. Building a data culture.mp4	115.9 MB
8. Building a data culture.srt	7.6 KB
/26. Presenting for Data Scientists/
1. Intro (what you will learn in this section).mp4	38.6 MB
1. Intro (what you will learn in this section).srt	2.5 KB
10. Bonus my full presentation LIVE 2015.mp4	125.1 MB
10. Bonus my full presentation LIVE 2015.srt	24.1 KB
11. Bonus links to other examples of good storytelling.html	0.6 KB
2. Case study.mp4	23.3 MB
2. Case study.srt	3.2 KB
3. Analysing the intro.mp4	71.2 MB
3. Analysing the intro.srt	2.7 KB
4. Intro dissection - recap.mp4	213.4 MB
4. Intro dissection - recap.srt	16.8 KB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4	157.2 MB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.srt	28.5 KB
6. My brainstorming method.mp4	69.9 MB
6. My brainstorming method.srt	5.2 KB
7. How to present to executives.mp4	124.4 MB
7. How to present to executives.srt	9.4 KB
8. The truth is not always pretty.mp4	63.1 MB
8. The truth is not always pretty.srt	4.9 KB
9. Passion and the Wow-factor.mp4	45.6 MB
9. Passion and the Wow-factor.srt	3.4 KB
/27. Homework Solutions/
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4	55.7 MB
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.srt	8.8 KB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4	40.3 MB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.srt	6.3 KB
3. ETL Error Handling (Phases 1 and 2).mp4	222.2 MB
3. ETL Error Handling (Phases 1 and 2).srt	29.8 KB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4	205.9 MB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).srt	24.4 KB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4	120.8 MB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).srt	14.9 KB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4	161.7 MB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).srt	18.1 KB
7. THANK YOU bonus video.mp4	54.8 MB
7. THANK YOU bonus video.srt	2.5 KB
/28. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	4.1 KB
/3. Part 1 Visualisation/
1. Welcome to Part 1.mp4	31.9 MB
1. Welcome to Part 1.srt	2.9 KB
/4. Introduction to Tableau/
1. Intro (what you will learn in this section).mp4	10.4 MB
1. Intro (what you will learn in this section).srt	0.9 KB
10. Section Recap.mp4	16.7 MB
10. Section Recap.srt	5.6 KB
11. Tableau Basics.html	0.1 KB
2. Installing Tableau Desktop and Tableau Public (FREE).mp4	59.9 MB
2. Installing Tableau Desktop and Tableau Public (FREE).srt	10.1 KB
3. Challenge description + view data in file.mp4	27.3 MB
3. Challenge description + view data in file.srt	3.6 KB
4. Connecting Tableau to a Data file - CSV file.mp4	41.7 MB
4. Connecting Tableau to a Data file - CSV file.srt	8.3 KB
5. Navigating Tableau - Measures and Dimensions.mp4	40.3 MB
5. Navigating Tableau - Measures and Dimensions.srt	12.7 KB
6. Creating a calculated field.mp4	39.3 MB
6. Creating a calculated field.srt	9.1 KB
7. Adding colours.mp4	44.4 MB
7. Adding colours.srt	11.2 KB
8. Adding labels and formatting.mp4	70.7 MB
8. Adding labels and formatting.srt	15.8 KB
9. Exporting your worksheet.mp4	56.6 MB
9. Exporting your worksheet.srt	10.9 KB
/5. How to use Tableau for Data Mining/
1. Intro (what you will learn in this section).mp4	16.6 MB
1. Intro (what you will learn in this section).srt	1.3 KB
2. Get the Dataset + Project Overview.mp4	93.1 MB
2. Get the Dataset + Project Overview.srt	11.3 KB
3. Connecting Tableau to an Excel File.mp4	31.0 MB
3. Connecting Tableau to an Excel File.srt	6.3 KB
4. How to visualise an AB test in Tableau.mp4	30.2 MB
4. How to visualise an AB test in Tableau.srt	9.7 KB
5. Working with Aliases.mp4	26.2 MB
5. Working with Aliases.srt	6.0 KB
6. Adding a Reference Line.mp4	34.5 MB
6. Adding a Reference Line.srt	7.7 KB
7. Looking for anomalies.mp4	50.0 MB
7. Looking for anomalies.srt	13.3 KB
8. Handy trick to validate your approach data.mp4	56.3 MB
8. Handy trick to validate your approach data.srt	13.6 KB
9. Section Recap.mp4	23.2 MB
9. Section Recap.srt	7.9 KB
/6. Advanced Data Mining With Tableau/
1. Intro (what you will learn in this section).mp4	16.8 MB
1. Intro (what you will learn in this section).srt	1.2 KB
10. Section Recap.mp4	28.0 MB
10. Section Recap.srt	8.6 KB
11. Part Completed.mp4	5.7 MB
11. Part Completed.srt	2.6 KB
2. Creating bins & Visualizing distributions.mp4	67.6 MB
2. Creating bins & Visualizing distributions.srt	14.2 KB
3. Creating a classification test for a numeric variable.mp4	31.1 MB
3. Creating a classification test for a numeric variable.srt	6.4 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.srt	13.7 KB
5. Validating Tableau Data Mining with a Chi-Squared test.mp4	67.2 MB
5. Validating Tableau Data Mining with a Chi-Squared test.srt	15.3 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.srt	12.4 KB
7. Visualising Balance and Estimated Salary distribution.mp4	104.3 MB
7. Visualising Balance and Estimated Salary distribution.srt	17.1 KB
8. Bonus Chi-Squared Test (Stats Tutorial).mp4	112.3 MB
8. Bonus Chi-Squared Test (Stats Tutorial).srt	29.3 KB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4	52.0 MB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).srt	14.5 KB
/7. Part 2 Modelling/
1. Welcome to Part 2.mp4	52.8 MB
1. Welcome to Part 2.srt	5.8 KB
/8. Stats Refresher/
1. Intro (what you will learn in this section).mp4	11.1 MB
1. Intro (what you will learn in this section).srt	0.9 KB
2. Types of variables Categorical vs Numeric.mp4	19.0 MB
2. Types of variables Categorical vs Numeric.srt	7.8 KB
3. Types of regressions.mp4	10.8 MB
3. Types of regressions.srt	12.4 KB
4. Ordinary Least Squares.mp4	4.4 MB
4. Ordinary Least Squares.srt	4.5 KB
5. R-squared.mp4	7.1 MB
5. R-squared.srt	7.5 KB
6. Adjusted R-squared.mp4	14.5 MB
6. Adjusted R-squared.srt	14.8 KB
/9. Simple Linear Regression/
1. Intro (what you will learn in this section).mp4	14.2 MB
1. Intro (what you will learn in this section).srt	1.1 KB
2. Introduction to Gretl.mp4	25.6 MB
2. Introduction to Gretl.srt	4.1 KB
3. Get the dataset.mp4	27.8 MB
3. Get the dataset.srt	5.7 KB
4. Import data and run descriptive statistics.mp4	24.0 MB
4. Import data and run descriptive statistics.srt	6.1 KB
5. Reading Linear Regression Output.mp4	49.5 MB
5. Reading Linear Regression Output.srt	10.1 KB
6. Plotting and analysing the graph.mp4	46.6 MB
6. Plotting and analysing the graph.srt	6.4 KB
/
Readme.txt	1.0 KB
[GigaCourse.com].url	0.0 KB
Total files 425