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[FreeCourseSite.com] Udemy - Data Science A-Z™ Hands-On Exercises & ChatGPT Bonus [2023]
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文档列表
20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1.mp4
315.8 MB
20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files.mp4
223.7 MB
27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2.mp4
217.3 MB
27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3.mp4
179.2 MB
27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3.mp4
156.2 MB
26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough.mp4
154.2 MB
13 - Assessing your model/90 - How to build a CAP curve in Excel.mp4
140.1 MB
23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table.mp4
140.0 MB
10 - Multiple Linear Regression/65 - Backward Elimination.mp4
120.5 MB
14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic.mp4
120.1 MB
20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation.mp4
119.7 MB
10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR.mp4
108.6 MB
6 - Advanced Data Mining With Tableau/41 - Bonus Chi.mp4
103.3 MB
6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution.mp4
100.5 MB
22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly.mp4
98.3 MB
13 - Assessing your model/94 - Applying the model to test data.mp4
88.3 MB
13 - Assessing your model/95 - Comparing training performance and test performance.mp4
87.0 MB
10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE.mp4
78.0 MB
20 - Handling errors during ETL Phases 1 & 2/137 - What do you do when your source file is corrupt Part 2.mp4
74.8 MB
12 - Building a robust geodemographic segmentation model/81 - Lets build the model.mp4
74.5 MB
26 - Presenting for Data Scientists/203 - Analysing the intro.mp4
71.2 MB
20 - Handling errors during ETL Phases 1 & 2/141 - Automating Error Handling in SSIS Conditional Split Level 2.mp4
66.7 MB
22 - ETL Phase 3 Data Wrangling after the load/174 - Create the proc for the second file.mp4
66.6 MB
20 - Handling errors during ETL Phases 1 & 2/140 - Automating Error Handling in SSIS Conditional Split.mp4
66.0 MB
11 - Logistic Regression/72 - Logistic regression intuition.mp4
66.0 MB
25 - Working with people/198 - The art of saying No.mp4
65.9 MB
12 - Building a robust geodemographic segmentation model/78 - Get the dataset.mp4
64.3 MB
20 - Handling errors during ETL Phases 1 & 2/133 - How excel can mess up your data.mp4
62.8 MB
5 - How to use Tableau for Data Mining/25 - Get the Dataset Project Overview.mp4
62.6 MB
7 - Part 2 Modelling/45 - Welcome to Part 2.mp4
62.3 MB
22 - ETL Phase 3 Data Wrangling after the load/179 - What you can do with these tables going forward drv files etc.mp4
62.1 MB
25 - Working with people/200 - Building a data culture.mp4
61.7 MB
20 - Handling errors during ETL Phases 1 & 2/134 - Bulletproof Blueprint for Data Wrangling before the Load.mp4
60.8 MB
20 - Handling errors during ETL Phases 1 & 2/146 - Homework.mp4
60.6 MB
26 - Presenting for Data Scientists/204 - Intro dissection.mp4
59.6 MB
27 - Homework Solutions/216 - ETL Error Handling Vehicle Service Project Part 2 of 3.mp4
59.2 MB
22 - ETL Phase 3 Data Wrangling after the load/171 - Insert INTO.mp4
59.2 MB
25 - Working with people/197 - Go and sit with them.mp4
57.5 MB
10 - Multiple Linear Regression/66 - Using Adjusted R.mp4
57.2 MB
27 - Homework Solutions/218 - THANK YOU bonus video.mp4
56.5 MB
26 - Presenting for Data Scientists/210 - Bonus my full presentation LIVE 2015.mp4
55.4 MB
15 - Model maintenance/106 - Why do models deteriorate.mp4
53.9 MB
14 - Drawing insights from your model/98 - Power insights from your CAP.mp4
52.8 MB
25 - Working with people/194 - Cross.mp4
51.5 MB
1 - Get Excited/1 - Welcome to Data Science AZ™.mp4
51.2 MB
11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression.mp4
50.0 MB
25 - Working with people/195 - Come to me with a Business Problem.mp4
49.7 MB
20 - Handling errors during ETL Phases 1 & 2/143 - Due Dilligence the one thing you HAVE to do every time.mp4
47.4 MB
23 - Handling errors during ETL Phase 3/183 - Create Stored Proc.mp4
45.3 MB
6 - Advanced Data Mining With Tableau/42 - Bonus Chi.mp4
45.2 MB
22 - ETL Phase 3 Data Wrangling after the load/170 - Create table.mp4
45.1 MB
25 - Working with people/196 - Setting expectations and pre.mp4
42.4 MB
16 - Part 3 Data Preparation/109 - Welcome to Part 3.mp4
42.1 MB
14 - Drawing insights from your model/100 - Odds ratio advanced topic.mp4
42.1 MB
13 - Assessing your model/92 - Get my CAP curve template.mp4
41.9 MB
23 - Handling errors during ETL Phase 3/186 - How to deal with errors using the isdate function.mp4
41.2 MB
23 - Handling errors during ETL Phase 3/188 - Additional Quality Assurance check ZipCode.mp4
41.2 MB
6 - Advanced Data Mining With Tableau/38 - Chi.mp4
40.8 MB
6 - Advanced Data Mining With Tableau/37 - Validating Tableau Data Mining with a Chi.mp4
40.6 MB
2 - What is Data Science/8 - Profession of the future.mp4
40.1 MB
13 - Assessing your model/89 - Cumulative Accuracy Profile CAP.mp4
39.7 MB
11 - Logistic Regression/73 - Your first logistic regression.mp4
39.7 MB
23 - Handling errors during ETL Phase 3/184 - How to deal with errors using the isnumeric function.mp4
39.2 MB
23 - Handling errors during ETL Phase 3/185 - How to deal errors using the len function.mp4
38.9 MB
26 - Presenting for Data Scientists/206 - My brainstorming method.mp4
37.2 MB
18 - ETL Phase 1 Data Wrangling before the Load/121 - Two things you HAVE to do before the load.mp4
37.0 MB
22 - ETL Phase 3 Data Wrangling after the load/169 - Modifying Stored Procedures.mp4
36.6 MB
22 - ETL Phase 3 Data Wrangling after the load/175 - Adding leading zeros.mp4
34.3 MB
26 - Presenting for Data Scientists/207 - How to present to executives.mp4
34.3 MB
10 - Multiple Linear Regression/60 - Get the dataset.mp4
33.7 MB
12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables.mp4
33.2 MB
6 - Advanced Data Mining With Tableau/36 - Combining two charts and working with them in Tableau.mp4
32.9 MB
23 - Handling errors during ETL Phase 3/190 - Part Completed.mp4
32.5 MB
20 - Handling errors during ETL Phases 1 & 2/145 - Summary.mp4
32.5 MB
25 - Working with people/199 - Sometimes you have to go to the top.mp4
31.6 MB
15 - Model maintenance/105 - What does model deterioration look like.mp4
31.6 MB
6 - Advanced Data Mining With Tableau/35 - Creating a classification test for a numeric variable.mp4
31.1 MB
27 - Homework Solutions/213 - Advanced Data Mining with Tableau Chi.mp4
30.8 MB
5 - How to use Tableau for Data Mining/31 - Handy trick to validate your approach data.mp4
30.4 MB
5 - How to use Tableau for Data Mining/27 - How to visualise an AB test in Tableau.mp4
30.2 MB
3 - Part 1 Visualisation/13 - Welcome to Part 1.mp4
29.8 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/127 - Setting up your flat file source connection.mp4
29.0 MB
2 - What is Data Science/10 - IMPORTANT Course Pathways.mp4
28.8 MB
20 - Handling errors during ETL Phases 1 & 2/139 - Handy trick for finding anomalies in SQL.mp4
28.5 MB
27 - Homework Solutions/212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4
28.2 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/128 - Setting up your database connection and creating a RAW table.mp4
27.7 MB
6 - Advanced Data Mining With Tableau/34 - Creating bins & Visualizing distributions.mp4
27.3 MB
20 - Handling errors during ETL Phases 1 & 2/135 - SSIS Error Text qualifier not specified.mp4
27.1 MB
24 - Part 4 Communication/192 - Welcome to Part 4.mp4
26.6 MB
13 - Assessing your model/91 - Assessing your model using the CAP curve.mp4
25.5 MB
22 - ETL Phase 3 Data Wrangling after the load/177 - How to create a proc template.mp4
25.1 MB
2 - What is Data Science/9 - Areas of Data Science.mp4
25.1 MB
17 - Business Intelligence BI Tools/114 - Important Practice Database.mp4
24.5 MB
10 - Multiple Linear Regression/63 - Understanding the P.mp4
24.3 MB
4 - Introduction to Tableau/21 - Adding labels and formatting.mp4
23.3 MB
26 - Presenting for Data Scientists/202 - Case study.mp4
23.3 MB
21 - SQL Programming for Data Science/159 - Working with NULLs.mp4
22.5 MB
12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition.mp4
22.4 MB
21 - SQL Programming for Data Science/163 - Practicing Joins.mp4
22.1 MB
10 - Multiple Linear Regression/61 - Dummy Variables.mp4
21.8 MB
5 - How to use Tableau for Data Mining/30 - Looking for anomalies.mp4
21.8 MB
12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF.mp4
21.6 MB
21 - SQL Programming for Data Science/162 - Joining on multiple fields.mp4
20.7 MB
12 - Building a robust geodemographic segmentation model/80 - Lets build the model.mp4
20.3 MB
8 - Stats Refresher/51 - Adjusted R.mp4
19.8 MB
22 - ETL Phase 3 Data Wrangling after the load/178 - Archiving Procs.mp4
19.7 MB
17 - Business Intelligence BI Tools/113 - Setting up Microsoft SQL Server 2014 for practice.mp4
19.6 MB
21 - SQL Programming for Data Science/151 - SELECT Statement.mp4
19.5 MB
23 - Handling errors during ETL Phase 3/191 - ETL Error Handling Vehicle Service Project.mp4
19.4 MB
22 - ETL Phase 3 Data Wrangling after the load/172 - Check if table exists drop table Truncate.mp4
19.4 MB
21 - SQL Programming for Data Science/152 - Using the WHERE clause to filter data.mp4
19.3 MB
21 - SQL Programming for Data Science/155 - Order By.mp4
19.1 MB
11 - Logistic Regression/69 - Intro what you will learn in this section.mp4
19.0 MB
11 - Logistic Regression/71 - Binary outcome YesNo.mp4
18.8 MB
9 - Simple Linear Regression/54 - Get the dataset.mp4
18.7 MB
23 - Handling errors during ETL Phase 3/187 - Additional Quality Assurance check Balance.mp4
18.4 MB
9 - Simple Linear Regression/53 - Introduction to Gretl.mp4
18.3 MB
12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap.mp4
18.0 MB
26 - Presenting for Data Scientists/208 - The truth is not always pretty.mp4
17.4 MB
4 - Introduction to Tableau/16 - Challenge description view data in file.mp4
17.2 MB
11 - Logistic Regression/74 - False Positives and False Negatives.mp4
17.1 MB
12 - Building a robust geodemographic segmentation model/83 - Creating derived variables.mp4
17.0 MB
12 - Building a robust geodemographic segmentation model/79 - What is geo.mp4
16.5 MB
9 - Simple Linear Regression/56 - Reading Linear Regression Output.mp4
16.5 MB
21 - SQL Programming for Data Science/157 - Implicit Data Conversion in SQL.mp4
16.2 MB
4 - Introduction to Tableau/18 - Navigating Tableau.mp4
15.5 MB
23 - Handling errors during ETL Phase 3/189 - Additional Quality Assurance check Birthday.mp4
15.4 MB
4 - Introduction to Tableau/20 - Adding colours.mp4
15.1 MB
15 - Model maintenance/107 - Three levels of maintenance for deployed models.mp4
15.1 MB
21 - SQL Programming for Data Science/153 - How to use Wildcards Regular Expressions in SQL and.mp4
15.0 MB
17 - Business Intelligence BI Tools/117 - Installing SSDT with MSVS Shell.mp4
15.0 MB
8 - Stats Refresher/48 - Types of regressions.mp4
14.5 MB
4 - Introduction to Tableau/22 - Exporting your worksheet.mp4
14.3 MB
4 - Introduction to Tableau/15 - Installing Tableau Desktop and Tableau Public FREE.mp4
14.3 MB
5 - How to use Tableau for Data Mining/29 - Adding a Reference Line.mp4
14.0 MB
14 - Drawing insights from your model/101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4
13.2 MB
26 - Presenting for Data Scientists/209 - Passion and the Wow.mp4
12.7 MB
21 - SQL Programming for Data Science/160 - Understanding how LEFT RIGHT INNER and OUTER joins work.mp4
12.7 MB
21 - SQL Programming for Data Science/158 - Using Cast vs Convert.mp4
12.7 MB
21 - SQL Programming for Data Science/150 - Shortcut to upload the data.mp4
12.7 MB
4 - Introduction to Tableau/19 - Creating a calculated field.mp4
12.2 MB
6 - Advanced Data Mining With Tableau/43 - Section Recap.mp4
12.0 MB
4 - Introduction to Tableau/17 - Connecting Tableau to a Data file.mp4
12.0 MB
21 - SQL Programming for Data Science/156 - Data Types in SQL.mp4
12.0 MB
9 - Simple Linear Regression/57 - Plotting and analysing the graph.mp4
11.7 MB
22 - ETL Phase 3 Data Wrangling after the load/167 - Create your first Stored Proc in SQL.mp4
11.4 MB
22 - ETL Phase 3 Data Wrangling after the load/164 - Intro what you will learn in this section.mp4
11.4 MB
5 - How to use Tableau for Data Mining/26 - Connecting Tableau to an Excel File.mp4
11.0 MB
5 - How to use Tableau for Data Mining/28 - Working with Aliases.mp4
10.8 MB
26 - Presenting for Data Scientists/201 - Intro what you will learn in this section.mp4
10.7 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/129 - Run the Upload & Disable.mp4
10.6 MB
23 - Handling errors during ETL Phase 3/180 - Intro what you will learn in this section.mp4
10.6 MB
22 - ETL Phase 3 Data Wrangling after the load/165 - RAW WRK DRV tables.mp4
10.3 MB
5 - How to use Tableau for Data Mining/32 - Section Recap.mp4
10.3 MB
11 - Logistic Regression/70 - Get the dataset.mp4
10.2 MB
8 - Stats Refresher/47 - Types of variables Categorical vs Numeric.mp4
10.0 MB
10 - Multiple Linear Regression/68 - Section Recap.mp4
9.7 MB
18 - ETL Phase 1 Data Wrangling before the Load/118 - Intro what you will learn in this section.mp4
9.5 MB
14 - Drawing insights from your model/99 - Coefficients of a Logistic Regression.mp4
9.4 MB
9 - Simple Linear Regression/55 - Import data and run descriptive statistics.mp4
9.3 MB
13 - Assessing your model/93 - How to use test data to prevent overfitting your model.mp4
9.3 MB
5 - How to use Tableau for Data Mining/24 - Intro what you will learn in this section.mp4
8.9 MB
22 - ETL Phase 3 Data Wrangling after the load/168 - Executing Stored Procedures.mp4
8.6 MB
17 - Business Intelligence BI Tools/112 - What is a Data Warehouse What is a Database.mp4
8.4 MB
11 - Logistic Regression/75 - Confusion Matrix.mp4
8.3 MB
10 - Multiple Linear Regression/58 - Intro what you will learn in this section.mp4
7.8 MB
10 - Multiple Linear Regression/62 - Dummy Variable Trap.mp4
7.7 MB
13 - Assessing your model/96 - Section Recap.mp4
7.5 MB
4 - Introduction to Tableau/23 - Section Recap.mp4
7.3 MB
22 - ETL Phase 3 Data Wrangling after the load/173 - Intermediate Recap.mp4
7.2 MB
21 - SQL Programming for Data Science/154 - Comments in SQL.mp4
7.1 MB
8 - Stats Refresher/50 - Rsquared.mp4
7.1 MB
17 - Business Intelligence BI Tools/116 - Microsoft BI Tools What is SSDT.mp4
7.1 MB
8 - Stats Refresher/49 - Ordinary Least Squares.mp4
6.5 MB
14 - Drawing insights from your model/103 - Section Recap.mp4
6.5 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/130 - Due Dilligence Upload Quality Assurance.mp4
6.3 MB
20 - Handling errors during ETL Phases 1 & 2/144 - Types of Errors in SSIS.mp4
6.3 MB
21 - SQL Programming for Data Science/147 - Intro what you will learn in this section.mp4
6.2 MB
18 - ETL Phase 1 Data Wrangling before the Load/123 - Editpad Lite.mp4
5.7 MB
21 - SQL Programming for Data Science/149 - Getting To Know MS SQL Management Studio.mp4
5.7 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/126 - Creating a flat file source task and OLE DB destination.mp4
5.6 MB
21 - SQL Programming for Data Science/161 - Joins with duplicate values.mp4
5.5 MB
4 - Introduction to Tableau/14 - Intro what you will learn in this section.mp4
5.4 MB
20 - Handling errors during ETL Phases 1 & 2/131 - Intro what you will learn in this section.mp4
5.2 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/124 - Intro what you will learn in this section.mp4
5.1 MB
12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section.mp4
4.9 MB
19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/125 - Starting and navigating an SSIS Project.mp4
4.9 MB
25 - Working with people/193 - Intro what you will learn in this section.mp4
4.7 MB
18 - ETL Phase 1 Data Wrangling before the Load/119 - Preparing your folder structure for your Data Science project.mp4
4.6 MB
6 - Advanced Data Mining With Tableau/33 - Intro what you will learn in this section.mp4
4.4 MB
2 - What is Data Science/6 - Intro what you will learn in this section.mp4
4.4 MB
13 - Assessing your model/88 - Accuracy paradox.mp4
4.3 MB
17 - Business Intelligence BI Tools/111 - Working with Data.mp4
4.3 MB
9 - Simple Linear Regression/52 - Intro what you will learn in this section.mp4
3.8 MB
2 - What is Data Science/7 - Updates on Udemy Reviews.mp4
3.4 MB
22 - ETL Phase 3 Data Wrangling after the load/166 - Download the dataset for this section.mp4
3.4 MB
17 - Business Intelligence BI Tools/115 - ETL for Data Science.mp4
3.4 MB
10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression.mp4
3.2 MB
18 - ETL Phase 1 Data Wrangling before the Load/120 - Download the dataset for this section.mp4
3.1 MB
18 - ETL Phase 1 Data Wrangling before the Load/122 - Notepad.mp4
3.0 MB
15 - Model maintenance/108 - Section Recap.mp4
3.0 MB
13 - Assessing your model/87 - Intro what you will learn in this section.mp4
2.9 MB
15 - Model maintenance/104 - Intro what you will learn in this section.mp4
2.9 MB
14 - Drawing insights from your model/97 - Intro what you will learn in this section.mp4
2.7 MB
6 - Advanced Data Mining With Tableau/44 - Part Completed.mp4
2.6 MB
8 - Stats Refresher/46 - Intro what you will learn in this section.mp4
2.3 MB
20 - Handling errors during ETL Phases 1 & 2/132 - Download the dataset for this section.mp4
1.9 MB
17 - Business Intelligence BI Tools/110 - Intro what you will learn in this section.mp4
1.8 MB
23 - Handling errors during ETL Phase 3/181 - Download the dataset for this section.mp4
1.7 MB
21 - SQL Programming for Data Science/148 - Download the dataset for this section.mp4
1.5 MB
6 - Advanced Data Mining With Tableau/41 - Bonus Chi English.vtt
26.0 kB
27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2 English.vtt
25.9 kB
20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1 English.vtt
25.6 kB
26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough English.vtt
25.4 kB
20 - Handling errors during ETL Phases 1 & 2/145 - Summary English.vtt
25.0 kB
11 - Logistic Regression/72 - Logistic regression intuition English.vtt
23.1 kB
15 - Model maintenance/106 - Why do models deteriorate English.vtt
22.7 kB
10 - Multiple Linear Regression/65 - Backward Elimination English.vtt
22.1 kB
20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files English.vtt
21.8 kB
26 - Presenting for Data Scientists/210 - Bonus my full presentation LIVE 2015 English.vtt
21.5 kB
27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3 English.vtt
21.3 kB
10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE English.vtt
20.9 kB
20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation English.vtt
20.4 kB
13 - Assessing your model/90 - How to build a CAP curve in Excel English.vtt
19.0 kB
14 - Drawing insights from your model/98 - Power insights from your CAP English.vtt
19.0 kB
14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic English.vtt
18.4 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
17.6 kB
10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR English.vtt
17.5 kB
10 - Multiple Linear Regression/63 - Understanding the P English.vtt
17.2 kB
27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3 English.vtt
15.9 kB
6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution English.vtt
15.3 kB
12 - Building a robust geodemographic segmentation model/81 - Lets build the model English.vtt
15.2 kB
26 - Presenting for Data Scientists/204 - Intro dissection English.vtt
15.1 kB
13 - Assessing your model/89 - Cumulative Accuracy Profile CAP English.vtt
14.9 kB
13 - Assessing your model/95 - Comparing training performance and test performance English.vtt
14.7 kB
22 - ETL Phase 3 Data Wrangling after the load/174 - Create the proc for the second file English.vtt
14.4 kB
23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table English.vtt
14.4 kB
4 - Introduction to Tableau/21 - Adding labels and formatting English.vtt
14.2 kB
6 - Advanced Data Mining With Tableau/37 - Validating Tableau Data Mining with a Chi English.vtt
13.7 kB
10 - Multiple Linear Regression/66 - Using Adjusted R English.vtt
13.5 kB
12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables English.vtt
13.4 kB
8 - Stats Refresher/51 - Adjusted R English.vtt
13.3 kB
27 - Homework Solutions/216 - ETL Error Handling Vehicle Service Project Part 2 of 3 English.vtt
13.0 kB
6 - Advanced Data Mining With Tableau/42 - Bonus Chi English.vtt
13.0 kB
22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly English.vtt
12.9 kB
23 - Handling errors during ETL Phase 3/190 - Part Completed English.vtt
12.8 kB
6 - Advanced Data Mining With Tableau/34 - Creating bins & Visualizing distributions English.vtt
12.8 kB
11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression English.vtt
12.5 kB
22 - ETL Phase 3 Data Wrangling after the load/170 - Create table English.vtt
12.5 kB
6 - Advanced Data Mining With Tableau/36 - Combining two charts and working with them in Tableau English.vtt
12.2 kB
5 - How to use Tableau for Data Mining/31 - Handy trick to validate your approach data English.vtt
12.2 kB
17 - Business Intelligence BI Tools/114 - Important Practice Database English.vtt
12.1 kB
11 - Logistic Regression/71 - Binary outcome YesNo English.vtt
12.0 kB
5 - How to use Tableau for Data Mining/30 - Looking for anomalies English.vtt
12.0 kB
14 - Drawing insights from your model/100 - Odds ratio advanced topic English.vtt
11.8 kB
20 - Handling errors during ETL Phases 1 & 2/141 - Automating Error Handling in SSIS Conditional Split Level 2 English.vtt
11.6 kB
22 - ETL Phase 3 Data Wrangling after the load/169 - Modifying Stored Procedures English.vtt
11.5 kB
15 - Model maintenance/107 - Three levels of maintenance for deployed models English.vtt
11.4 kB
12 - Building a robust geodemographic segmentation model/80 - Lets build the model English.vtt
11.2 kB
10 - Multiple Linear Regression/61 - Dummy Variables English.vtt
11.2 kB
8 - Stats Refresher/48 - Types of regressions English.vtt
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4 - Introduction to Tableau/18 - Navigating Tableau English.vtt
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6 - Advanced Data Mining With Tableau/38 - Chi English.vtt
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20 - Handling errors during ETL Phases 1 & 2/140 - Automating Error Handling in SSIS Conditional Split English.vtt
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11 - Logistic Regression/74 - False Positives and False Negatives English.vtt
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11 - Logistic Regression/73 - Your first logistic regression English.vtt
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12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition English.vtt
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12 - Building a robust geodemographic segmentation model/78 - Get the dataset English.vtt
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5 - How to use Tableau for Data Mining/25 - Get the Dataset Project Overview English.vtt
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12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF English.vtt
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23 - Handling errors during ETL Phase 3/191 - ETL Error Handling Vehicle Service Project English.vtt
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21 - SQL Programming for Data Science/156 - Data Types in SQL English.vtt
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23 - Handling errors during ETL Phase 3/184 - How to deal with errors using the isnumeric function English.vtt
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4 - Introduction to Tableau/20 - Adding colours English.vtt
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23 - Handling errors during ETL Phase 3/185 - How to deal errors using the len function English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/175 - Adding leading zeros English.vtt
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14 - Drawing insights from your model/101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic English.vtt
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2 - What is Data Science/8 - Profession of the future English.vtt
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13 - Assessing your model/91 - Assessing your model using the CAP curve English.vtt
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13 - Assessing your model/94 - Applying the model to test data English.vtt
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20 - Handling errors during ETL Phases 1 & 2/135 - SSIS Error Text qualifier not specified English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/177 - How to create a proc template English.vtt
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20 - Handling errors during ETL Phases 1 & 2/134 - Bulletproof Blueprint for Data Wrangling before the Load English.vtt
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23 - Handling errors during ETL Phase 3/186 - How to deal with errors using the isdate function English.vtt
9.0 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
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9 - Simple Linear Regression/56 - Reading Linear Regression Output English.vtt
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21 - SQL Programming for Data Science/160 - Understanding how LEFT RIGHT INNER and OUTER joins work English.vtt
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2 - What is Data Science/9 - Areas of Data Science English.vtt
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13 - Assessing your model/92 - Get my CAP curve template English.vtt
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5 - How to use Tableau for Data Mining/27 - How to visualise an AB test in Tableau English.vtt
8.5 kB
26 - Presenting for Data Scientists/207 - How to present to executives English.vtt
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19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/127 - Setting up your flat file source connection English.vtt
8.4 kB
20 - Handling errors during ETL Phases 1 & 2/137 - What do you do when your source file is corrupt Part 2 English.vtt
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25 - Working with people/198 - The art of saying No English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/172 - Check if table exists drop table Truncate English.vtt
8.2 kB
12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap English.vtt
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2 - What is Data Science/10 - IMPORTANT Course Pathways English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/165 - RAW WRK DRV tables English.vtt
8.0 kB
4 - Introduction to Tableau/22 - Exporting your worksheet English.vtt
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4 - Introduction to Tableau/19 - Creating a calculated field English.vtt
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6 - Advanced Data Mining With Tableau/43 - Section Recap English.vtt
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12 - Building a robust geodemographic segmentation model/83 - Creating derived variables English.vtt
7.8 kB
27 - Homework Solutions/212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/171 - Insert INTO English.vtt
7.7 kB
25 - Working with people/197 - Go and sit with them English.vtt
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21 - SQL Programming for Data Science/151 - SELECT Statement English.vtt
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4 - Introduction to Tableau/17 - Connecting Tableau to a Data file English.vtt
7.3 kB
5 - How to use Tableau for Data Mining/32 - Section Recap English.vtt
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21 - SQL Programming for Data Science/162 - Joining on multiple fields English.vtt
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12 - Building a robust geodemographic segmentation model/79 - What is geo English.vtt
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21 - SQL Programming for Data Science/152 - Using the WHERE clause to filter data English.vtt
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8 - Stats Refresher/47 - Types of variables Categorical vs Numeric English.vtt
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21 - SQL Programming for Data Science/155 - Order By English.vtt
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5 - How to use Tableau for Data Mining/29 - Adding a Reference Line English.vtt
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1 - Get Excited/1 - Welcome to Data Science A English.vtt
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25 - Working with people/200 - Building a data culture English.vtt
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6.8 kB
8 - Stats Refresher/50 - R English.vtt
6.7 kB
20 - Handling errors during ETL Phases 1 & 2/143 - Due Dilligence the one thing you HAVE to do every time English.vtt
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10 - Multiple Linear Regression/68 - Section Recap English.vtt
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17 - Business Intelligence BI Tools/113 - Setting up Microsoft SQL Server 2014 for practice English.vtt
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18 - ETL Phase 1 Data Wrangling before the Load/121 - Two things you HAVE to do before the load English.vtt
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23 - Handling errors during ETL Phase 3/183 - Create Stored Proc English.vtt
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21 - SQL Programming for Data Science/159 - Working with NULLs English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/178 - Archiving Procs English.vtt
6.1 kB
15 - Model maintenance/105 - What does model deterioration look like English.vtt
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21 - SQL Programming for Data Science/163 - Practicing Joins English.vtt
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17 - Business Intelligence BI Tools/117 - Installing SSDT with MSVS Shell English.vtt
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9 - Simple Linear Regression/55 - Import data and run descriptive statistics English.vtt
5.7 kB
4 - Introduction to Tableau/15 - Installing Tableau Desktop and Tableau Public FREE English.vtt
5.7 kB
9 - Simple Linear Regression/57 - Plotting and analysing the graph English.vtt
5.7 kB
5 - How to use Tableau for Data Mining/26 - Connecting Tableau to an Excel File English.vtt
5.6 kB
21 - SQL Programming for Data Science/150 - Shortcut to upload the data English.vtt
5.6 kB
21 - SQL Programming for Data Science/153 - How to use Wildcards Regular Expressions in SQL and English.vtt
5.6 kB
27 - Homework Solutions/213 - Advanced Data Mining with Tableau Chi English.vtt
5.5 kB
22 - ETL Phase 3 Data Wrangling after the load/173 - Intermediate Recap English.vtt
5.4 kB
5 - How to use Tableau for Data Mining/28 - Working with Aliases English.vtt
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20 - Handling errors during ETL Phases 1 & 2/133 - How excel can mess up your data English.vtt
5.3 kB
7 - Part 2 Modelling/45 - Welcome to Part 2 English.vtt
5.3 kB
17 - Business Intelligence BI Tools/116 - Microsoft BI Tools What is SSDT English.vtt
5.2 kB
14 - Drawing insights from your model/99 - Coefficients of a Logistic Regression English.vtt
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20 - Handling errors during ETL Phases 1 & 2/139 - Handy trick for finding anomalies in SQL English.vtt
5.1 kB
23 - Handling errors during ETL Phase 3/187 - Additional Quality Assurance check Balance English.vtt
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9 - Simple Linear Regression/54 - Get the dataset English.vtt
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20 - Handling errors during ETL Phases 1 & 2/146 - Homework English.vtt
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25 - Working with people/196 - Setting expectations and pre English.vtt
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4 - Introduction to Tableau/23 - Section Recap English.vtt
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20 - Handling errors during ETL Phases 1 & 2/144 - Types of Errors in SSIS English.vtt
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13 - Assessing your model/96 - Section Recap English.vtt
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23 - Handling errors during ETL Phase 3/189 - Additional Quality Assurance check Birthday English.vtt
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11 - Logistic Regression/70 - Get the dataset English.vtt
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17 - Business Intelligence BI Tools/112 - What is a Data Warehouse What is a Database English.vtt
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21 - SQL Programming for Data Science/157 - Implicit Data Conversion in SQL English.vtt
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26 - Presenting for Data Scientists/206 - My brainstorming method English.vtt
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14 - Drawing insights from your model/103 - Section Recap English.vtt
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21 - SQL Programming for Data Science/158 - Using Cast vs Convert English.vtt
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26 - Presenting for Data Scientists/208 - The truth is not always pretty English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/167 - Create your first Stored Proc in SQL English.vtt
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28 - Bonus Lectures/219 - YOUR SPECIAL BONUS.html
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1 - Get Excited/4 - Your Shortcut To Becoming A Better Data Scientist.html
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8 - Stats Refresher/49 - Ordinary Least Squares English.vtt
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23 - Handling errors during ETL Phase 3/188 - Additional Quality Assurance check ZipCode English.vtt
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25 - Working with people/199 - Sometimes you have to go to the top English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/168 - Executing Stored Procedures English.vtt
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19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/129 - Run the Upload & Disable English.vtt
3.6 kB
9 - Simple Linear Regression/53 - Introduction to Gretl English.vtt
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16 - Part 3 Data Preparation/109 - Welcome to Part 3 English.vtt
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21 - SQL Programming for Data Science/161 - Joins with duplicate values English.vtt
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10 - Multiple Linear Regression/62 - Dummy Variable Trap English.vtt
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18 - ETL Phase 1 Data Wrangling before the Load/119 - Preparing your folder structure for your Data Science project English.vtt
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25 - Working with people/195 - Come to me with a Business Problem English.vtt
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4 - Introduction to Tableau/16 - Challenge description view data in file English.vtt
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13 - Assessing your model/88 - Accuracy paradox English.vtt
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26 - Presenting for Data Scientists/209 - Passion and the Wow English.vtt
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26 - Presenting for Data Scientists/202 - Case study English.vtt
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17 - Business Intelligence BI Tools/115 - ETL for Data Science English.vtt
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19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/130 - Due Dilligence Upload Quality Assurance English.vtt
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21 - SQL Programming for Data Science/149 - Getting To Know MS SQL Management Studio English.vtt
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19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/125 - Starting and navigating an SSIS Project English.vtt
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10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression English.vtt
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21 - SQL Programming for Data Science/154 - Comments in SQL English.vtt
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3 - Part 1 Visualisation/13 - Welcome to Part 1 English.vtt
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11 - Logistic Regression/69 - Intro what you will learn in this section English.vtt
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26 - Presenting for Data Scientists/203 - Analysing the intro English.vtt
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15 - Model maintenance/108 - Section Recap English.vtt
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19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/126 - Creating a flat file source task and OLE DB destination English.vtt
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26 - Presenting for Data Scientists/201 - Intro what you will learn in this section English.vtt
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27 - Homework Solutions/218 - THANK YOU bonus video English.vtt
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6 - Advanced Data Mining With Tableau/44 - Part Completed English.vtt
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2 - What is Data Science/12 - BONUS Interview with DJ Patil.html
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18 - ETL Phase 1 Data Wrangling before the Load/120 - Download the dataset for this section English.vtt
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24 - Part 4 Communication/192 - Welcome to Part 4 English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/166 - Download the dataset for this section English.vtt
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1 - Get Excited/2 - BONUS Learning Paths.html
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12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section English.vtt
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18 - ETL Phase 1 Data Wrangling before the Load/123 - Editpad Lite English.vtt
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2 - What is Data Science/7 - Updates on Udemy Reviews English.vtt
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17 - Business Intelligence BI Tools/111 - Working with Data English.vtt
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22 - ETL Phase 3 Data Wrangling after the load/164 - Intro what you will learn in this section English.vtt
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23 - Handling errors during ETL Phase 3/180 - Intro what you will learn in this section English.vtt
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18 - ETL Phase 1 Data Wrangling before the Load/122 - Notepad English.vtt
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18 - ETL Phase 1 Data Wrangling before the Load/118 - Intro what you will learn in this section English.vtt
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20 - Handling errors during ETL Phases 1 & 2/131 - Intro what you will learn in this section English.vtt
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20 - Handling errors during ETL Phases 1 & 2/132 - Download the dataset for this section English.vtt
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