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Title [FreeCourseSite.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included
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[CourseClub.ME].url 122B
[FCS Forum].url 133B
[FreeCourseSite.com].url 127B
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 13.25MB
1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.vtt 7.57KB
1. Intro (what you will learn in this section).mp4 18.53MB
1. Intro (what you will learn in this section).mp4 25.26MB
1. Intro (what you will learn in this section).mp4 10.95MB
1. Intro (what you will learn in this section).mp4 6.36MB
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1. Intro (what you will learn in this section).mp4 7.71MB
1. Intro (what you will learn in this section).mp4 12.62MB
1. Intro (what you will learn in this section).mp4 7.90MB
1. Intro (what you will learn in this section).mp4 13.39MB
1. Intro (what you will learn in this section).mp4 12.86MB
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1. Intro (what you will learn in this section).mp4 19.00MB
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1. Intro (what you will learn in this section).mp4 5.01MB
1. Intro (what you will learn in this section).mp4 5.08MB
1. Intro (what you will learn in this section).mp4 8.90MB
1. Intro (what you will learn in this section).vtt 1.83KB
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1. Intro (what you will learn in this section).vtt 788B
1. Intro (what you will learn in this section).vtt 968B
1. Welcome to Data Science A-Z™.mp4 22.83MB
1. Welcome to Data Science A-Z™.vtt 6.71KB
1. Welcome to Part 1.mp4 30.38MB
1. Welcome to Part 1.vtt 2.54KB
1. Welcome to Part 2.mp4 50.37MB
1. Welcome to Part 2.vtt 5.13KB
1. Welcome to Part 3.mp4 32.70MB
1. Welcome to Part 3.vtt 3.47KB
1. Welcome to Part 4.mp4 15.39MB
1. Welcome to Part 4.vtt 1.92KB
1. YOUR SPECIAL BONUS.html 3.95KB
10. Additional Quality Assurance check Birthday.mp4 16.83MB
10. Additional Quality Assurance check Birthday.vtt 4.80KB
10. Automating Error Handling in SSIS Conditional Split.mp4 31.60MB
10. Automating Error Handling in SSIS Conditional Split.vtt 10.68KB
10. Bonus my full presentation LIVE 2015.mp4 64.40MB
10. Bonus my full presentation LIVE 2015.vtt 20.97KB
10. Data Types in SQL.mp4 12.23MB
10. Data Types in SQL.vtt 9.83KB
10. Intermediate Recap - Procs.mp4 7.44MB
10. Intermediate Recap - Procs.vtt 5.32KB
10. Model is Ready and Section Recap.mp4 24.41MB
10. Model is Ready and Section Recap.vtt 8.26KB
10. Section Recap.mp4 12.08MB
10. Section Recap.mp4 9.21MB
10. Section Recap.mp4 4.85MB
10. Section Recap.mp4 7.84MB
10. Section Recap.vtt 6.13KB
10. Section Recap.vtt 4.82KB
10. Section Recap.vtt 4.91KB
10. Section Recap.vtt 7.65KB
11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4 46.11MB
11. Automating Error Handling in SSIS Conditional Split (Level 2).vtt 11.32KB
11. Bonus links to other examples of good storytelling.html 609B
11. Create the proc for the second file.mp4 80.19MB
11. Create the proc for the second file.vtt 14.51KB
11. Implicit Data Conversion in SQL.mp4 17.43MB
11. Implicit Data Conversion in SQL.vtt 4.71KB
11. Part Completed.mp4 36.05MB
11. Part Completed.mp4 1.97MB
11. Part Completed.vtt 12.48KB
11. Part Completed.vtt 2.33KB
11. Tableau Basics.html 114B
12. Adding leading zeros.mp4 52.11MB
12. Adding leading zeros.vtt 10.05KB
12. ETL Error Handling Vehicle Service Project.mp4 24.66MB
12. ETL Error Handling Vehicle Service Project.vtt 9.86KB
12. How to analyze the error files.mp4 159.67MB
12. How to analyze the error files.vtt 21.30KB
12. Using Cast() vs Convert().mp4 21.13MB
12. Using Cast() vs Convert().vtt 4.64KB
13. Converting data on the fly.mp4 49.97MB
13. Converting data on the fly.vtt 13.25KB
13. Due Dilligence the one thing you HAVE to do every time.mp4 28.09MB
13. Due Dilligence the one thing you HAVE to do every time.vtt 6.24KB
13. Working with NULLs.mp4 23.46MB
13. Working with NULLs.vtt 6.23KB
14. How to create a proc template.mp4 30.07MB
14. How to create a proc template.vtt 9.30KB
14. Types of Errors in SSIS.mp4 6.58MB
14. Types of Errors in SSIS.vtt 4.83KB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4 13.48MB
14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.vtt 8.63KB
15. Archiving Procs.mp4 26.47MB
15. Archiving Procs.vtt 6.22KB
15. Joins with duplicate values.mp4 6.04MB
15. Joins with duplicate values.vtt 3.34KB
15. Summary.mp4 36.10MB
15. Summary.vtt 24.39KB
16. Homework.mp4 59.66MB
16. Homework.vtt 4.93KB
16. Joining on multiple fields.mp4 13.55MB
16. Joining on multiple fields.vtt 6.91KB
16. What you can do with these tables going forward [drv files etc.].mp4 71.10MB
16. What you can do with these tables going forward [drv files etc.].vtt 17.60KB
17. Practicing Joins.mp4 38.55MB
17. Practicing Joins.vtt 6.15KB
2. Accuracy paradox.mp4 4.48MB
2. Accuracy paradox.vtt 3.01KB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4 9.74MB
2. Advanced Data Mining with Tableau Chi-Squared Test for Country.vtt 5.41KB
2. BONUS Learning Paths.html 2.37KB
2. Case study.mp4 22.19MB
2. Case study.vtt 2.82KB
2. Caveat assumptions of a linear regression.mp4 3.36MB
2. Caveat assumptions of a linear regression.vtt 2.47KB
2. Creating bins & Visualizing distributions.mp4 17.09MB
2. Creating bins & Visualizing distributions.vtt 12.47KB
2. Cross-departmental Work.mp4 49.27MB
2. Cross-departmental Work.vtt 5.78KB
2. Download the dataset for this section.mp4 2.27MB
2. Download the dataset for this section.mp4 1.90MB
2. Download the dataset for this section.mp4 1.72MB
2. Download the dataset for this section.vtt 915B
2. Download the dataset for this section.vtt 909B
2. Download the dataset for this section.vtt 1.10KB
2. Get the dataset.mp4 7.05MB
2. Get the dataset.mp4 19.02MB
2. Get the dataset.vtt 5.05KB
2. Get the dataset.vtt 10.48KB
2. Get the Dataset + Project Overview.mp4 17.16MB
2. Get the Dataset + Project Overview.vtt 9.91KB
2. Installing Tableau Desktop and Tableau Public (FREE).mp4 28.07MB
2. Installing Tableau Desktop and Tableau Public (FREE).vtt 8.83KB
2. Introduction to Gretl.mp4 15.13MB
2. Introduction to Gretl.vtt 3.65KB
2. Power insights from your CAP.mp4 58.26MB
2. Power insights from your CAP.vtt 19.02KB
2. Preparing your folder structure for your Data Science project.mp4 4.84MB
2. Preparing your folder structure for your Data Science project.vtt 3.23KB
2. RAW, WRK, DRV tables.mp4 10.30MB
2. RAW, WRK, DRV tables.vtt 7.77KB
2. Starting and navigating an SSIS Project.mp4 5.61MB
2. Starting and navigating an SSIS Project.vtt 2.56KB
2. Types of variables Categorical vs Numeric.mp4 6.88MB
2. Types of variables Categorical vs Numeric.vtt 6.83KB
2. Updates on Udemy Reviews.mp4 61.44MB
2. Updates on Udemy Reviews.vtt 3.92KB
2. What does model deterioration look like.mp4 15.76MB
2. What does model deterioration look like.vtt 5.86KB
2. Working with Data.mp4 2.22MB
2. Working with Data.vtt 1.50KB
3. Analysing the intro.mp4 37.29MB
3. Analysing the intro.vtt 2.34KB
3. Binary outcome YesNo-Type Business Problems.mp4 26.82MB
3. Binary outcome YesNo-Type Business Problems.vtt 12.04KB
3. Challenge description + view data in file.mp4 6.61MB
3. Challenge description + view data in file.vtt 3.12KB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4 9.94MB
3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).vtt 5.11KB
3. Come to me with a Business Problem.mp4 26.48MB
3. Come to me with a Business Problem.vtt 3.11KB
3. Connecting Tableau to an Excel File.mp4 7.89MB
3. Connecting Tableau to an Excel File.vtt 5.48KB
3. Creating a classification test for a numeric variable.mp4 8.16MB
3. Creating a classification test for a numeric variable.vtt 5.68KB
3. Creating a flat file source task and OLE DB destination.mp4 5.85MB
3. Creating a flat file source task and OLE DB destination.vtt 2.47KB
3. Cumulative Accuracy Profile (CAP).mp4 20.91MB
3. Cumulative Accuracy Profile (CAP).vtt 14.55KB
3. Download the dataset for this section.mp4 3.49MB
3. Download the dataset for this section.mp4 3.36MB
3. Download the dataset for this section.vtt 1.97KB
3. Download the dataset for this section.vtt 2.02KB
3. ETL Error Handling (Phases 1 and 2).mp4 148.08MB
3. ETL Error Handling (Phases 1 and 2).vtt 25.27KB
3. Get the dataset.mp4 10.20MB
3. Get the dataset.mp4 7.55MB
3. Get the dataset.vtt 5.75KB
3. Get the dataset.vtt 5.07KB
3. Getting To Know MS SQL Management Studio.mp4 5.69MB
3. Getting To Know MS SQL Management Studio.vtt 2.80KB
3. How excel can mess up your data.mp4 72.47MB
3. How excel can mess up your data.vtt 5.39KB
3. Profession of the future.mp4 20.49MB
3. Profession of the future.vtt 9.29KB
3. Types of regressions.mp4 10.33MB
3. Types of regressions.vtt 10.93KB
3. Upload the data to RAW table.mp4 89.01MB
3. Upload the data to RAW table.vtt 14.04KB
3. What is a Data Warehouse What is a Database.mp4 9.85MB
3. What is a Data Warehouse What is a Database.vtt 4.75KB
3. What is geo-demographic segmenation.mp4 12.59MB
3. What is geo-demographic segmenation.vtt 6.89KB
3. Why do models deteriorate.mp4 57.66MB
3. Why do models deteriorate.vtt 22.21KB
4. Areas of Data Science.mp4 15.05MB
4. Areas of Data Science.vtt 8.60KB
4. Bulletproof Blueprint for Data Wrangling before the Load.mp4 81.87MB
4. Bulletproof Blueprint for Data Wrangling before the Load.vtt 9.48KB
4. Combining two charts and working with them in Tableau.mp4 26.91MB
4. Combining two charts and working with them in Tableau.vtt 11.95KB
4. Connecting Tableau to a Data file - CSV file.mp4 17.33MB
4. Connecting Tableau to a Data file - CSV file.vtt 7.30KB
4. Create Stored Proc.mp4 36.15MB
4. Create Stored Proc.vtt 6.04KB
4. Create your first Stored Proc in SQL.mp4 17.39MB
4. Create your first Stored Proc in SQL.vtt 4.49KB
4. Dummy Variables.mp4 29.87MB
4. Dummy Variables.vtt 10.96KB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 116.82MB
4. ETL Error Handling Vehicle Service Project (Part 1 of 3).vtt 20.85KB
4. How to build a CAP curve in Excel.mp4 84.43MB
4. How to build a CAP curve in Excel.vtt 19.66KB
4. How to visualise an AB test in Tableau.mp4 9.51MB
4. How to visualise an AB test in Tableau.vtt 8.26KB
4. Import data and run descriptive statistics.mp4 10.49MB
4. Import data and run descriptive statistics.vtt 5.37KB
4. Intro dissection - recap.mp4 114.43MB
4. Intro dissection - recap.vtt 14.73KB
4. Let's build the model - first iteration.mp4 25.03MB
4. Let's build the model - first iteration.vtt 11.31KB
4. Logistic regression intuition.mp4 33.27MB
4. Logistic regression intuition.vtt 22.58KB
4. Odds ratio (advanced topic).mp4 27.31MB
4. Odds ratio (advanced topic).vtt 11.51KB
4. Ordinary Least Squares.mp4 4.23MB
4. Ordinary Least Squares.vtt 3.96KB
4. Setting expectations and pre-project communication.mp4 38.27MB
4. Setting expectations and pre-project communication.vtt 4.92KB
4. Setting up Microsoft SQL Server 2014 for practice.mp4 20.12MB
4. Setting up Microsoft SQL Server 2014 for practice.vtt 10.64KB
4. Setting up your flat file source connection.mp4 19.99MB
4. Setting up your flat file source connection.vtt 8.72KB
4. Shortcut to upload the data.mp4 13.82MB
4. Shortcut to upload the data.vtt 5.51KB
4. Three levels of maintenance for deployed models.mp4 14.25MB
4. Three levels of maintenance for deployed models.vtt 11.15KB
4. Two things you HAVE to do before the load.mp4 25.26MB
4. Two things you HAVE to do before the load.vtt 6.33KB
5. Assessing your model using the CAP curve.mp4 21.02MB
5. Assessing your model using the CAP curve.vtt 9.37KB
5. Dummy Variable Trap.mp4 9.02MB
5. Dummy Variable Trap.vtt 3.17KB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4 64.28MB
5. ETL Error Handling Vehicle Service Project (Part 2 of 3).vtt 12.74KB
5. Executing Stored Procedures.mp4 12.10MB
5. Executing Stored Procedures.vtt 3.72KB
5. Go and sit with them.mp4 58.92MB
5. Go and sit with them.vtt 7.50KB
5. How to deal with errors using the isnumeric() function.mp4 38.68MB
5. How to deal with errors using the isnumeric() function.vtt 9.77KB
5. IMPORTANT Course Pathways.mp4 14.10MB
5. IMPORTANT Course Pathways.vtt 7.90KB
5. Important Practice Database.mp4 22.79MB
5. Important Practice Database.vtt 12.54KB
5. Let's build the model - backward elimination STEP-BY-STEP.mp4 66.69MB
5. Let's build the model - backward elimination STEP-BY-STEP.vtt 15.13KB
5. Navigating Tableau - Measures and Dimensions.mp4 18.19MB
5. Navigating Tableau - Measures and Dimensions.vtt 11.17KB
5. Notepad ++.mp4 3.83MB
5. Notepad ++.vtt 1.34KB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4 14.27MB
5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).vtt 9.50KB
5. Reading Linear Regression Output.mp4 22.34MB
5. Reading Linear Regression Output.vtt 8.87KB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 74.44MB
5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.vtt 24.77KB
5. R-squared.mp4 6.74MB
5. R-squared.vtt 6.57KB
5. Section Recap.mp4 3.28MB
5. Section Recap.vtt 2.33KB
5. SELECT Statement.mp4 31.22MB
5. SELECT Statement.vtt 7.73KB
5. Setting up your database connection and creating a RAW table.mp4 27.33MB
5. Setting up your database connection and creating a RAW table.vtt 10.66KB
5. SSIS Error Text qualifier not specified.mp4 30.55MB
5. SSIS Error Text qualifier not specified.vtt 8.88KB
5. Validating Tableau Data Mining with a Chi-Squared test.mp4 17.99MB
5. Validating Tableau Data Mining with a Chi-Squared test.vtt 13.33KB
5. Working with Aliases.mp4 7.01MB
5. Working with Aliases.vtt 5.29KB
5. Your first logistic regression.mp4 30.10MB
5. Your first logistic regression.vtt 10.60KB
6. Adding a Reference Line.mp4 8.65MB
6. Adding a Reference Line.vtt 6.73KB
6. Adjusted R-squared.mp4 13.84MB
6. Adjusted R-squared.vtt 12.97KB
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.vtt 10.80KB
6. Creating a calculated field.mp4 16.69MB
6. Creating a calculated field.vtt 7.97KB
6. Deriving insights from your coefficients (advanced topic).mp4 63.62MB
6. Deriving insights from your coefficients (advanced topic).vtt 18.48KB
6. Editpad Lite.mp4 8.64MB
6. Editpad Lite.vtt 1.65KB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 87.87MB
6. ETL Error Handling Vehicle Service Project (Part 3 of 3).vtt 15.57KB
6. ETL for Data Science - what is Extract Transform Load (ETL).mp4 3.22MB
6. ETL for Data Science - what is Extract Transform Load (ETL).vtt 2.73KB
6. False Positives and False Negatives.mp4 17.87MB
6. False Positives and False Negatives.vtt 10.37KB
6. Get my CAP curve template.mp4 14.40MB
6. Get my CAP curve template.vtt 8.82KB
6. How to deal errors using the len() function.mp4 39.44MB
6. How to deal errors using the len() function.vtt 9.66KB
6. Modifying Stored Procedures.mp4 39.78MB
6. Modifying Stored Procedures.vtt 11.48KB
6. My brainstorming method.mp4 37.76MB
6. My brainstorming method.vtt 4.58KB
6. Plotting and analysing the graph.mp4 22.32MB
6. Plotting and analysing the graph.vtt 5.68KB
6. Run the Upload & Disable.mp4 10.98MB
6. Run the Upload & Disable.vtt 3.84KB
6. Some Additional Resources!!.html 602B
6. The art of saying No.mp4 60.44MB
6. The art of saying No.vtt 7.99KB
6. Transforming independent variables.mp4 36.68MB
6. Transforming independent variables.vtt 13.26KB
6. Using the WHERE clause to filter data.mp4 37.14MB
6. Using the WHERE clause to filter data.vtt 7.04KB
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4 21.92MB
6. Ways to build a model BACKWARD, FORWARD, STEPWISE.vtt 21.07KB
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).vtt 25.00KB
7. Adding colours.mp4 12.39MB
7. Adding colours.vtt 9.88KB
7. Backward Elimination - Practice time.mp4 32.00MB
7. Backward Elimination - Practice time.vtt 22.11KB
7. Confusion Matrix.mp4 8.36MB
7. Confusion Matrix.vtt 6.65KB
7. Create table.mp4 40.85MB
7. Create table.vtt 12.86KB
7. Creating derived variables.mp4 28.74MB
7. Creating derived variables.vtt 7.77KB
7. Due Dilligence Upload Quality Assurance.mp4 11.45MB
7. Due Dilligence Upload Quality Assurance.vtt 2.96KB
7. How to deal with errors using the isdate() function.mp4 43.62MB
7. How to deal with errors using the isdate() function.vtt 8.81KB
7. How to present to executives.mp4 61.94MB
7. How to present to executives.vtt 8.21KB
7. How to use test data to prevent overfitting your model.mp4 10.62MB
7. How to use test data to prevent overfitting your model.vtt 4.93KB
7. How to use Wildcards Regular Expressions in SQL (% and _).mp4 26.18MB
7. How to use Wildcards Regular Expressions in SQL (% and _).vtt 5.80KB
7. Looking for anomalies.mp4 13.83MB
7. Looking for anomalies.vtt 11.68KB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4 7.55MB
7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .vtt 5.12KB
7. Section Recap.mp4 7.34MB
7. Section Recap.vtt 4.33KB
7. Sometimes you have to go to the top.mp4 28.48MB
7. Sometimes you have to go to the top.vtt 3.84KB
7. THANK YOU bonus video.mp4 52.25MB
7. THANK YOU bonus video.vtt 2.14KB
7. Visualising Balance and Estimated Salary distribution.mp4 24.70MB
7. Visualising Balance and Estimated Salary distribution.vtt 14.92KB
7. What do you do when your source file is corrupt (Part 2).mp4 60.15MB
7. What do you do when your source file is corrupt (Part 2).vtt 8.15KB
8. Adding labels and formatting.mp4 18.77MB
8. Adding labels and formatting.vtt 13.82KB
8. Additional Quality Assurance check Balance.mp4 18.08MB
8. Additional Quality Assurance check Balance.vtt 4.98KB
8. Applying the model to test data.mp4 58.50MB
8. Applying the model to test data.vtt 9.56KB
8. Bonus Chi-Squared Test (Stats Tutorial).mp4 31.25MB
8. Bonus Chi-Squared Test (Stats Tutorial).vtt 25.37KB
8. Building a data culture.mp4 56.94MB
8. Building a data culture.vtt 6.71KB
8. Checking for multicollinearity using VIF.mp4 58.20MB
8. Checking for multicollinearity using VIF.vtt 10.38KB
8. Comments in SQL.mp4 12.36MB
8. Comments in SQL.vtt 3.41KB
8. Handy trick to validate your approach data.mp4 15.24MB
8. Handy trick to validate your approach data.vtt 11.94KB
8. Insert INTO.mp4 22.51MB
8. Insert INTO.vtt 7.80KB
8. Installing SSDT with MSVS Shell.mp4 17.22MB
8. Installing SSDT with MSVS Shell.vtt 5.62KB
8. Interpreting coefficients of a logistic regression.mp4 36.60MB
8. Interpreting coefficients of a logistic regression.vtt 12.67KB
8. SSIS Error Data truncation.mp4 152.39MB
8. SSIS Error Data truncation.vtt 20.79KB
8. The truth is not always pretty.mp4 32.34MB
8. The truth is not always pretty.vtt 4.29KB
8. Using Adjusted R-squared to create Robust models.mp4 66.18MB
8. Using Adjusted R-squared to create Robust models.vtt 13.58KB
9. Additional Quality Assurance check ZipCode.mp4 28.50MB
9. Additional Quality Assurance check ZipCode.vtt 3.95KB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4 15.09MB
9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).vtt 12.68KB
9. Check if table exists + drop table + Truncate.mp4 30.20MB
9. Check if table exists + drop table + Truncate.vtt 8.18KB
9. Comparing training performance and test performance.mp4 58.24MB
9. Comparing training performance and test performance.vtt 14.88KB
9. Correlation Matrix and Multicollinearity Intuition.mp4 33.90MB
9. Correlation Matrix and Multicollinearity Intuition.vtt 10.27KB
9. Exporting your worksheet.mp4 15.18MB
9. Exporting your worksheet.vtt 9.49KB
9. Handy trick for finding anomalies in SQL.mp4 22.21MB
9. Handy trick for finding anomalies in SQL.vtt 5.03KB
9. Interpreting coefficients of MLR.mp4 63.32MB
9. Interpreting coefficients of MLR.vtt 16.67KB
9. Order By.mp4 34.09MB
9. Order By.vtt 7.11KB
9. Passion and the Wow-factor.mp4 23.75MB
9. Passion and the Wow-factor.vtt 2.99KB
9. Section Recap.mp4 6.82MB
9. Section Recap.vtt 6.94KB
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