[GigaCourse.Com] Udemy - Data Science A-Z™: Hands-On Exercises & ChatGPT Bonus [2023]

Creation Time	Nov. 27, 2023, 2:32 p.m.
Last Access Time	Nov. 8, 2024, 5:17 a.m.
File Size	6.7 GB
Keywords	Hands-On Data Bonus Science - Udemy GigaCourse A-Z™ 2023 Exercises ChatGPT Com
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Total Files	440
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20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1.mp4 301.1 MB
20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files.mp4 213.3 MB
27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2.mp4 207.2 MB
27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3.mp4 170.9 MB
27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3.mp4 149.0 MB
26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough.mp4 147.0 MB
13 - Assessing your model/90 - How to build a CAP curve in Excel.mp4 133.6 MB
23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table.mp4 133.5 MB
10 - Multiple Linear Regression/65 - Backward Elimination.mp4 115.0 MB
14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic.mp4 114.5 MB
20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation.mp4 114.2 MB
10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR.mp4 103.6 MB
6 - Advanced Data Mining With Tableau/41 - Bonus Chi.mp4 98.6 MB
6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution.mp4 95.8 MB
22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly.mp4 93.7 MB
13 - Assessing your model/94 - Applying the model to test data.mp4 84.2 MB
13 - Assessing your model/95 - Comparing training performance and test performance.mp4 83.0 MB
10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE.mp4 74.4 MB
20 - Handling errors during ETL Phases 1 & 2/137 - What do you do when your source file is corrupt Part 2.mp4 71.4 MB
12 - Building a robust geodemographic segmentation model/81 - Lets build the model.mp4 71.0 MB
26 - Presenting for Data Scientists/203 - Analysing the intro.mp4 67.9 MB
20 - Handling errors during ETL Phases 1 & 2/141 - Automating Error Handling in SSIS Conditional Split Level 2.mp4 63.6 MB
22 - ETL Phase 3 Data Wrangling after the load/174 - Create the proc for the second file.mp4 63.5 MB
20 - Handling errors during ETL Phases 1 & 2/140 - Automating Error Handling in SSIS Conditional Split.mp4 62.9 MB
11 - Logistic Regression/72 - Logistic regression intuition.mp4 62.9 MB
25 - Working with people/198 - The art of saying No.mp4 62.8 MB
12 - Building a robust geodemographic segmentation model/78 - Get the dataset.mp4 61.3 MB
20 - Handling errors during ETL Phases 1 & 2/133 - How excel can mess up your data.mp4 59.9 MB
5 - How to use Tableau for Data Mining/25 - Get the Dataset Project Overview.mp4 59.7 MB
7 - Part 2 Modelling/45 - Welcome to Part 2.mp4 59.4 MB
22 - ETL Phase 3 Data Wrangling after the load/179 - What you can do with these tables going forward drv files etc.mp4 59.2 MB
25 - Working with people/200 - Building a data culture.mp4 58.8 MB
20 - Handling errors during ETL Phases 1 & 2/134 - Bulletproof Blueprint for Data Wrangling before the Load.mp4 58.0 MB
20 - Handling errors during ETL Phases 1 & 2/146 - Homework.mp4 57.8 MB
26 - Presenting for Data Scientists/204 - Intro dissection.mp4 56.8 MB
27 - Homework Solutions/216 - ETL Error Handling Vehicle Service Project Part 2 of 3.mp4 56.5 MB
22 - ETL Phase 3 Data Wrangling after the load/171 - Insert INTO.mp4 56.5 MB
25 - Working with people/197 - Go and sit with them.mp4 54.8 MB
10 - Multiple Linear Regression/66 - Using Adjusted R.mp4 54.5 MB
27 - Homework Solutions/218 - THANK YOU bonus video.mp4 53.9 MB
26 - Presenting for Data Scientists/210 - Bonus my full presentation LIVE 2015.mp4 52.8 MB
15 - Model maintenance/106 - Why do models deteriorate.mp4 51.4 MB
14 - Drawing insights from your model/98 - Power insights from your CAP.mp4 50.3 MB
25 - Working with people/194 - Cross.mp4 49.1 MB
1 - Get Excited/1 - Welcome to Data Science AZ™.mp4 48.8 MB
11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression.mp4 47.7 MB
25 - Working with people/195 - Come to me with a Business Problem.mp4 47.4 MB
20 - Handling errors during ETL Phases 1 & 2/143 - Due Dilligence the one thing you HAVE to do every time.mp4 45.2 MB
23 - Handling errors during ETL Phase 3/183 - Create Stored Proc.mp4 43.2 MB
6 - Advanced Data Mining With Tableau/42 - Bonus Chi.mp4 43.1 MB
22 - ETL Phase 3 Data Wrangling after the load/170 - Create table.mp4 43.0 MB
25 - Working with people/196 - Setting expectations and pre.mp4 40.5 MB
16 - Part 3 Data Preparation/109 - Welcome to Part 3.mp4 40.2 MB
14 - Drawing insights from your model/100 - Odds ratio advanced topic.mp4 40.1 MB
13 - Assessing your model/92 - Get my CAP curve template.mp4 40.0 MB
23 - Handling errors during ETL Phase 3/186 - How to deal with errors using the isdate function.mp4 39.3 MB
23 - Handling errors during ETL Phase 3/188 - Additional Quality Assurance check ZipCode.mp4 39.3 MB
6 - Advanced Data Mining With Tableau/38 - Chi.mp4 38.9 MB
6 - Advanced Data Mining With Tableau/37 - Validating Tableau Data Mining with a Chi.mp4 38.7 MB
2 - What is Data Science/8 - Profession of the future.mp4 38.3 MB
13 - Assessing your model/89 - Cumulative Accuracy Profile CAP.mp4 37.9 MB
11 - Logistic Regression/73 - Your first logistic regression.mp4 37.8 MB
23 - Handling errors during ETL Phase 3/184 - How to deal with errors using the isnumeric function.mp4 37.4 MB
23 - Handling errors during ETL Phase 3/185 - How to deal errors using the len function.mp4 37.1 MB
26 - Presenting for Data Scientists/206 - My brainstorming method.mp4 35.5 MB
18 - ETL Phase 1 Data Wrangling before the Load/121 - Two things you HAVE to do before the load.mp4 35.3 MB
22 - ETL Phase 3 Data Wrangling after the load/169 - Modifying Stored Procedures.mp4 34.9 MB
22 - ETL Phase 3 Data Wrangling after the load/175 - Adding leading zeros.mp4 32.7 MB
26 - Presenting for Data Scientists/207 - How to present to executives.mp4 32.7 MB
10 - Multiple Linear Regression/60 - Get the dataset.mp4 32.1 MB
12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables.mp4 31.7 MB
6 - Advanced Data Mining With Tableau/36 - Combining two charts and working with them in Tableau.mp4 31.4 MB
23 - Handling errors during ETL Phase 3/190 - Part Completed.mp4 31.0 MB
20 - Handling errors during ETL Phases 1 & 2/145 - Summary.mp4 31.0 MB
25 - Working with people/199 - Sometimes you have to go to the top.mp4 30.2 MB
15 - Model maintenance/105 - What does model deterioration look like.mp4 30.1 MB
6 - Advanced Data Mining With Tableau/35 - Creating a classification test for a numeric variable.mp4 29.7 MB
27 - Homework Solutions/213 - Advanced Data Mining with Tableau Chi.mp4 29.4 MB
5 - How to use Tableau for Data Mining/31 - Handy trick to validate your approach data.mp4 29.0 MB
5 - How to use Tableau for Data Mining/27 - How to visualise an AB test in Tableau.mp4 28.8 MB
3 - Part 1 Visualisation/13 - Welcome to Part 1.mp4 28.5 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/127 - Setting up your flat file source connection.mp4 27.7 MB
2 - What is Data Science/10 - IMPORTANT Course Pathways.mp4 27.4 MB
20 - Handling errors during ETL Phases 1 & 2/139 - Handy trick for finding anomalies in SQL.mp4 27.2 MB
27 - Homework Solutions/212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 26.9 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/128 - Setting up your database connection and creating a RAW table.mp4 26.4 MB
6 - Advanced Data Mining With Tableau/34 - Creating bins & Visualizing distributions.mp4 26.0 MB
20 - Handling errors during ETL Phases 1 & 2/135 - SSIS Error Text qualifier not specified.mp4 25.8 MB
24 - Part 4 Communication/192 - Welcome to Part 4.mp4 25.4 MB
13 - Assessing your model/91 - Assessing your model using the CAP curve.mp4 24.3 MB
22 - ETL Phase 3 Data Wrangling after the load/177 - How to create a proc template.mp4 24.0 MB
2 - What is Data Science/9 - Areas of Data Science.mp4 23.9 MB
17 - Business Intelligence BI Tools/114 - Important Practice Database.mp4 23.3 MB
10 - Multiple Linear Regression/63 - Understanding the P.mp4 23.2 MB
4 - Introduction to Tableau/21 - Adding labels and formatting.mp4 22.2 MB
26 - Presenting for Data Scientists/202 - Case study.mp4 22.2 MB
21 - SQL Programming for Data Science/159 - Working with NULLs.mp4 21.5 MB
12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition.mp4 21.4 MB
21 - SQL Programming for Data Science/163 - Practicing Joins.mp4 21.0 MB
10 - Multiple Linear Regression/61 - Dummy Variables.mp4 20.8 MB
5 - How to use Tableau for Data Mining/30 - Looking for anomalies.mp4 20.7 MB
12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF.mp4 20.6 MB
21 - SQL Programming for Data Science/162 - Joining on multiple fields.mp4 19.7 MB
12 - Building a robust geodemographic segmentation model/80 - Lets build the model.mp4 19.3 MB
8 - Stats Refresher/51 - Adjusted R.mp4 18.8 MB
22 - ETL Phase 3 Data Wrangling after the load/178 - Archiving Procs.mp4 18.8 MB
17 - Business Intelligence BI Tools/113 - Setting up Microsoft SQL Server 2014 for practice.mp4 18.7 MB
21 - SQL Programming for Data Science/151 - SELECT Statement.mp4 18.6 MB
23 - Handling errors during ETL Phase 3/191 - ETL Error Handling Vehicle Service Project.mp4 18.5 MB
22 - ETL Phase 3 Data Wrangling after the load/172 - Check if table exists drop table Truncate.mp4 18.5 MB
21 - SQL Programming for Data Science/152 - Using the WHERE clause to filter data.mp4 18.4 MB
21 - SQL Programming for Data Science/155 - Order By.mp4 18.3 MB
11 - Logistic Regression/69 - Intro what you will learn in this section.mp4 18.1 MB
11 - Logistic Regression/71 - Binary outcome YesNo.mp4 17.9 MB
9 - Simple Linear Regression/54 - Get the dataset.mp4 17.8 MB
23 - Handling errors during ETL Phase 3/187 - Additional Quality Assurance check Balance.mp4 17.5 MB
9 - Simple Linear Regression/53 - Introduction to Gretl.mp4 17.4 MB
12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap.mp4 17.1 MB
26 - Presenting for Data Scientists/208 - The truth is not always pretty.mp4 16.6 MB
4 - Introduction to Tableau/16 - Challenge description view data in file.mp4 16.4 MB
11 - Logistic Regression/74 - False Positives and False Negatives.mp4 16.3 MB
12 - Building a robust geodemographic segmentation model/83 - Creating derived variables.mp4 16.2 MB
12 - Building a robust geodemographic segmentation model/79 - What is geo.mp4 15.8 MB
9 - Simple Linear Regression/56 - Reading Linear Regression Output.mp4 15.7 MB
21 - SQL Programming for Data Science/157 - Implicit Data Conversion in SQL.mp4 15.4 MB
4 - Introduction to Tableau/18 - Navigating Tableau.mp4 14.7 MB
23 - Handling errors during ETL Phase 3/189 - Additional Quality Assurance check Birthday.mp4 14.7 MB
4 - Introduction to Tableau/20 - Adding colours.mp4 14.4 MB
15 - Model maintenance/107 - Three levels of maintenance for deployed models.mp4 14.4 MB
21 - SQL Programming for Data Science/153 - How to use Wildcards Regular Expressions in SQL and.mp4 14.3 MB
17 - Business Intelligence BI Tools/117 - Installing SSDT with MSVS Shell.mp4 14.3 MB
8 - Stats Refresher/48 - Types of regressions.mp4 13.8 MB
4 - Introduction to Tableau/22 - Exporting your worksheet.mp4 13.6 MB
4 - Introduction to Tableau/15 - Installing Tableau Desktop and Tableau Public FREE.mp4 13.6 MB
5 - How to use Tableau for Data Mining/29 - Adding a Reference Line.mp4 13.4 MB
14 - Drawing insights from your model/101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4 12.6 MB
26 - Presenting for Data Scientists/209 - Passion and the Wow.mp4 12.1 MB
21 - SQL Programming for Data Science/160 - Understanding how LEFT RIGHT INNER and OUTER joins work.mp4 12.1 MB
21 - SQL Programming for Data Science/158 - Using Cast vs Convert.mp4 12.1 MB
21 - SQL Programming for Data Science/150 - Shortcut to upload the data.mp4 12.1 MB
4 - Introduction to Tableau/19 - Creating a calculated field.mp4 11.7 MB
6 - Advanced Data Mining With Tableau/43 - Section Recap.mp4 11.5 MB
4 - Introduction to Tableau/17 - Connecting Tableau to a Data file.mp4 11.4 MB
21 - SQL Programming for Data Science/156 - Data Types in SQL.mp4 11.4 MB
9 - Simple Linear Regression/57 - Plotting and analysing the graph.mp4 11.1 MB
22 - ETL Phase 3 Data Wrangling after the load/167 - Create your first Stored Proc in SQL.mp4 10.9 MB
22 - ETL Phase 3 Data Wrangling after the load/164 - Intro what you will learn in this section.mp4 10.8 MB
5 - How to use Tableau for Data Mining/26 - Connecting Tableau to an Excel File.mp4 10.5 MB
5 - How to use Tableau for Data Mining/28 - Working with Aliases.mp4 10.3 MB
26 - Presenting for Data Scientists/201 - Intro what you will learn in this section.mp4 10.2 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/129 - Run the Upload & Disable.mp4 10.1 MB
23 - Handling errors during ETL Phase 3/180 - Intro what you will learn in this section.mp4 10.1 MB
22 - ETL Phase 3 Data Wrangling after the load/165 - RAW WRK DRV tables.mp4 9.8 MB
5 - How to use Tableau for Data Mining/32 - Section Recap.mp4 9.8 MB
11 - Logistic Regression/70 - Get the dataset.mp4 9.7 MB
8 - Stats Refresher/47 - Types of variables Categorical vs Numeric.mp4 9.5 MB
10 - Multiple Linear Regression/68 - Section Recap.mp4 9.3 MB
18 - ETL Phase 1 Data Wrangling before the Load/118 - Intro what you will learn in this section.mp4 9.1 MB
14 - Drawing insights from your model/99 - Coefficients of a Logistic Regression.mp4 9.0 MB
9 - Simple Linear Regression/55 - Import data and run descriptive statistics.mp4 8.9 MB
13 - Assessing your model/93 - How to use test data to prevent overfitting your model.mp4 8.9 MB
5 - How to use Tableau for Data Mining/24 - Intro what you will learn in this section.mp4 8.5 MB
22 - ETL Phase 3 Data Wrangling after the load/168 - Executing Stored Procedures.mp4 8.2 MB
17 - Business Intelligence BI Tools/112 - What is a Data Warehouse What is a Database.mp4 8.0 MB
11 - Logistic Regression/75 - Confusion Matrix.mp4 7.9 MB
10 - Multiple Linear Regression/58 - Intro what you will learn in this section.mp4 7.4 MB
10 - Multiple Linear Regression/62 - Dummy Variable Trap.mp4 7.4 MB
13 - Assessing your model/96 - Section Recap.mp4 7.2 MB
4 - Introduction to Tableau/23 - Section Recap.mp4 6.9 MB
22 - ETL Phase 3 Data Wrangling after the load/173 - Intermediate Recap.mp4 6.9 MB
21 - SQL Programming for Data Science/154 - Comments in SQL.mp4 6.8 MB
8 - Stats Refresher/50 - Rsquared.mp4 6.7 MB
17 - Business Intelligence BI Tools/116 - Microsoft BI Tools What is SSDT.mp4 6.7 MB
8 - Stats Refresher/49 - Ordinary Least Squares.mp4 6.2 MB
14 - Drawing insights from your model/103 - Section Recap.mp4 6.2 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/130 - Due Dilligence Upload Quality Assurance.mp4 6.0 MB
20 - Handling errors during ETL Phases 1 & 2/144 - Types of Errors in SSIS.mp4 6.0 MB
21 - SQL Programming for Data Science/147 - Intro what you will learn in this section.mp4 5.9 MB
18 - ETL Phase 1 Data Wrangling before the Load/123 - Editpad Lite.mp4 5.4 MB
21 - SQL Programming for Data Science/149 - Getting To Know MS SQL Management Studio.mp4 5.4 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/126 - Creating a flat file source task and OLE DB destination.mp4 5.3 MB
21 - SQL Programming for Data Science/161 - Joins with duplicate values.mp4 5.3 MB
4 - Introduction to Tableau/14 - Intro what you will learn in this section.mp4 5.2 MB
20 - Handling errors during ETL Phases 1 & 2/131 - Intro what you will learn in this section.mp4 5.0 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/124 - Intro what you will learn in this section.mp4 4.9 MB
12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section.mp4 4.7 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/125 - Starting and navigating an SSIS Project.mp4 4.7 MB
25 - Working with people/193 - Intro what you will learn in this section.mp4 4.4 MB
18 - ETL Phase 1 Data Wrangling before the Load/119 - Preparing your folder structure for your Data Science project.mp4 4.4 MB
6 - Advanced Data Mining With Tableau/33 - Intro what you will learn in this section.mp4 4.2 MB
2 - What is Data Science/6 - Intro what you will learn in this section.mp4 4.2 MB
13 - Assessing your model/88 - Accuracy paradox.mp4 4.1 MB
17 - Business Intelligence BI Tools/111 - Working with Data.mp4 4.1 MB
9 - Simple Linear Regression/52 - Intro what you will learn in this section.mp4 3.6 MB
2 - What is Data Science/7 - Updates on Udemy Reviews.mp4 3.2 MB
22 - ETL Phase 3 Data Wrangling after the load/166 - Download the dataset for this section.mp4 3.2 MB
17 - Business Intelligence BI Tools/115 - ETL for Data Science.mp4 3.2 MB
10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression.mp4 3.0 MB
18 - ETL Phase 1 Data Wrangling before the Load/120 - Download the dataset for this section.mp4 3.0 MB
18 - ETL Phase 1 Data Wrangling before the Load/122 - Notepad.mp4 2.9 MB
15 - Model maintenance/108 - Section Recap.mp4 2.8 MB
13 - Assessing your model/87 - Intro what you will learn in this section.mp4 2.8 MB
15 - Model maintenance/104 - Intro what you will learn in this section.mp4 2.8 MB
14 - Drawing insights from your model/97 - Intro what you will learn in this section.mp4 2.5 MB
6 - Advanced Data Mining With Tableau/44 - Part Completed.mp4 2.5 MB
8 - Stats Refresher/46 - Intro what you will learn in this section.mp4 2.2 MB
20 - Handling errors during ETL Phases 1 & 2/132 - Download the dataset for this section.mp4 1.8 MB
17 - Business Intelligence BI Tools/110 - Intro what you will learn in this section.mp4 1.7 MB
23 - Handling errors during ETL Phase 3/181 - Download the dataset for this section.mp4 1.6 MB
21 - SQL Programming for Data Science/148 - Download the dataset for this section.mp4 1.4 MB
6 - Advanced Data Mining With Tableau/41 - Bonus Chi English.vtt 25.4 KB
27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2 English.vtt 25.3 KB
20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1 English.vtt 25.0 KB
26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough English.vtt 24.8 KB
20 - Handling errors during ETL Phases 1 & 2/145 - Summary English.vtt 24.4 KB
11 - Logistic Regression/72 - Logistic regression intuition English.vtt 22.6 KB
15 - Model maintenance/106 - Why do models deteriorate English.vtt 22.2 KB
10 - Multiple Linear Regression/65 - Backward Elimination English.vtt 21.6 KB
20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files English.vtt 21.3 KB
26 - Presenting for Data Scientists/210 - Bonus my full presentation LIVE 2015 English.vtt 21.0 KB
27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3 English.vtt 20.8 KB
10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE English.vtt 20.4 KB
20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation English.vtt 19.9 KB
13 - Assessing your model/90 - How to build a CAP curve in Excel English.vtt 18.6 KB
14 - Drawing insights from your model/98 - Power insights from your CAP English.vtt 18.5 KB
14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic English.vtt 18.0 KB
22 - ETL Phase 3 Data Wrangling after the load/179 - What you can do with these tables going forward drv files etc English.vtt 17.2 KB
10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR English.vtt 17.1 KB
10 - Multiple Linear Regression/63 - Understanding the P English.vtt 16.8 KB
27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3 English.vtt 15.6 KB
6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution English.vtt 14.9 KB
12 - Building a robust geodemographic segmentation model/81 - Lets build the model English.vtt 14.9 KB
26 - Presenting for Data Scientists/204 - Intro dissection English.vtt 14.7 KB
13 - Assessing your model/89 - Cumulative Accuracy Profile CAP English.vtt 14.5 KB
13 - Assessing your model/95 - Comparing training performance and test performance English.vtt 14.4 KB
22 - ETL Phase 3 Data Wrangling after the load/174 - Create the proc for the second file English.vtt 14.1 KB
23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table English.vtt 14.0 KB
4 - Introduction to Tableau/21 - Adding labels and formatting English.vtt 13.9 KB
6 - Advanced Data Mining With Tableau/37 - Validating Tableau Data Mining with a Chi English.vtt 13.3 KB
10 - Multiple Linear Regression/66 - Using Adjusted R English.vtt 13.2 KB
12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables English.vtt 13.1 KB
8 - Stats Refresher/51 - Adjusted R English.vtt 13.0 KB
27 - Homework Solutions/216 - ETL Error Handling Vehicle Service Project Part 2 of 3 English.vtt 12.7 KB
6 - Advanced Data Mining With Tableau/42 - Bonus Chi English.vtt 12.7 KB
22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly English.vtt 12.6 KB
23 - Handling errors during ETL Phase 3/190 - Part Completed English.vtt 12.5 KB
6 - Advanced Data Mining With Tableau/34 - Creating bins & Visualizing distributions English.vtt 12.5 KB
11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression English.vtt 12.2 KB
22 - ETL Phase 3 Data Wrangling after the load/170 - Create table English.vtt 12.2 KB
6 - Advanced Data Mining With Tableau/36 - Combining two charts and working with them in Tableau English.vtt 11.9 KB
5 - How to use Tableau for Data Mining/31 - Handy trick to validate your approach data English.vtt 11.9 KB
17 - Business Intelligence BI Tools/114 - Important Practice Database English.vtt 11.9 KB
11 - Logistic Regression/71 - Binary outcome YesNo English.vtt 11.8 KB
5 - How to use Tableau for Data Mining/30 - Looking for anomalies English.vtt 11.7 KB
14 - Drawing insights from your model/100 - Odds ratio advanced topic English.vtt 11.5 KB
20 - Handling errors during ETL Phases 1 & 2/141 - Automating Error Handling in SSIS Conditional Split Level 2 English.vtt 11.3 KB
22 - ETL Phase 3 Data Wrangling after the load/169 - Modifying Stored Procedures English.vtt 11.2 KB
15 - Model maintenance/107 - Three levels of maintenance for deployed models English.vtt 11.2 KB
12 - Building a robust geodemographic segmentation model/80 - Lets build the model English.vtt 11.0 KB
10 - Multiple Linear Regression/61 - Dummy Variables English.vtt 11.0 KB
8 - Stats Refresher/48 - Types of regressions English.vtt 10.9 KB
4 - Introduction to Tableau/18 - Navigating Tableau English.vtt 10.9 KB
6 - Advanced Data Mining With Tableau/38 - Chi English.vtt 10.8 KB
20 - Handling errors during ETL Phases 1 & 2/140 - Automating Error Handling in SSIS Conditional Split English.vtt 10.7 KB
11 - Logistic Regression/74 - False Positives and False Negatives English.vtt 10.4 KB
11 - Logistic Regression/73 - Your first logistic regression English.vtt 10.2 KB
12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition English.vtt 10.1 KB
12 - Building a robust geodemographic segmentation model/78 - Get the dataset English.vtt 9.9 KB
5 - How to use Tableau for Data Mining/25 - Get the Dataset Project Overview English.vtt 9.9 KB
12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF English.vtt 9.9 KB
23 - Handling errors during ETL Phase 3/191 - ETL Error Handling Vehicle Service Project English.vtt 9.9 KB
21 - SQL Programming for Data Science/156 - Data Types in SQL English.vtt 9.8 KB
23 - Handling errors during ETL Phase 3/184 - How to deal with errors using the isnumeric function English.vtt 9.8 KB
4 - Introduction to Tableau/20 - Adding colours English.vtt 9.7 KB
23 - Handling errors during ETL Phase 3/185 - How to deal errors using the len function English.vtt 9.7 KB
22 - ETL Phase 3 Data Wrangling after the load/175 - Adding leading zeros English.vtt 9.6 KB
14 - Drawing insights from your model/101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic English.vtt 9.5 KB
2 - What is Data Science/8 - Profession of the future English.vtt 9.3 KB
13 - Assessing your model/91 - Assessing your model using the CAP curve English.vtt 9.2 KB
13 - Assessing your model/94 - Applying the model to test data English.vtt 9.0 KB
20 - Handling errors during ETL Phases 1 & 2/135 - SSIS Error Text qualifier not specified English.vtt 8.9 KB
22 - ETL Phase 3 Data Wrangling after the load/177 - How to create a proc template English.vtt 8.8 KB
20 - Handling errors during ETL Phases 1 & 2/134 - Bulletproof Blueprint for Data Wrangling before the Load English.vtt 8.8 KB
23 - Handling errors during ETL Phase 3/186 - How to deal with errors using the isdate function English.vtt 8.8 KB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/128 - Setting up your database connection and creating a RAW table English.vtt 8.8 KB
9 - Simple Linear Regression/56 - Reading Linear Regression Output English.vtt 8.7 KB
21 - SQL Programming for Data Science/160 - Understanding how LEFT RIGHT INNER and OUTER joins work English.vtt 8.6 KB
2 - What is Data Science/9 - Areas of Data Science English.vtt 8.6 KB
13 - Assessing your model/92 - Get my CAP curve template English.vtt 8.5 KB
5 - How to use Tableau for Data Mining/27 - How to visualise an AB test in Tableau English.vtt 8.3 KB
26 - Presenting for Data Scientists/207 - How to present to executives English.vtt 8.2 KB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/127 - Setting up your flat file source connection English.vtt 8.2 KB
20 - Handling errors during ETL Phases 1 & 2/137 - What do you do when your source file is corrupt Part 2 English.vtt 8.2 KB
25 - Working with people/198 - The art of saying No English.vtt 8.0 KB
22 - ETL Phase 3 Data Wrangling after the load/172 - Check if table exists drop table Truncate English.vtt 8.0 KB
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