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[FreeCourseSite.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included
大小 14.82 GB
文件数 431
Info Hash: 414BB82F63E4FA75CF98FF2A892B85AF54759CAB
收录时间 2025-12-29 17:31:38
更新时间 2025-12-30 09:32:37
文件列表 (431)
0. Websites you may like/[CourseClub.Me].url
122 B
0. Websites you may like/[FreeCourseSite.com].url
127 B
0. Websites you may like/[GigaCourse.Com].url
49 B
1. Get Excited/1. Welcome to Data Science A-Z™.mp4
75.03 MB
1. Get Excited/1. Welcome to Data Science A-Z™.srt
7.43 KB
1. Get Excited/2. BONUS Learning Paths.html
1.79 KB
1. Get Excited/3. Get the materials.html
317 B
1. Get Excited/4. Your Shortcut To Becoming A Better Data Scientist!.html
3.96 KB
10. Multiple Linear Regression/1. Intro (what you will learn in this section).mp4
46.1 MB
10. Multiple Linear Regression/1. Intro (what you will learn in this section).srt
2.02 KB
10. Multiple Linear Regression/10. Interpreting coefficients of MLR.mp4
168.68 MB
10. Multiple Linear Regression/10. Interpreting coefficients of MLR.srt
18.51 KB
10. Multiple Linear Regression/11. Section Recap.mp4
29.89 MB
10. Multiple Linear Regression/11. Section Recap.srt
6.8 KB
10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.mp4
8.08 MB
10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.srt
2.69 KB
10. Multiple Linear Regression/3. Get the dataset.mp4
62.29 MB
10. Multiple Linear Regression/3. Get the dataset.srt
6.38 KB
10. Multiple Linear Regression/4. Dummy Variables.mp4
69.76 MB
10. Multiple Linear Regression/4. Dummy Variables.srt
12.13 KB
10. Multiple Linear Regression/5. Dummy Variable Trap.mp4
20.89 MB
10. Multiple Linear Regression/5. Dummy Variable Trap.srt
3.51 KB
10. Multiple Linear Regression/6. Understanding the P-Value.mp4
56.49 MB
10. Multiple Linear Regression/6. Understanding the P-Value.srt
20.63 KB
10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4
98.86 MB
10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt
23.56 KB
10. Multiple Linear Regression/8. Backward Elimination - Practice time.mp4
186.93 MB
10. Multiple Linear Regression/8. Backward Elimination - Practice time.srt
25.01 KB
10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.mp4
167.16 MB
10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.srt
15.19 KB
11. Logistic Regression/1. Intro (what you will learn in this section).mp4
57.88 MB
11. Logistic Regression/1. Intro (what you will learn in this section).srt
2.65 KB
11. Logistic Regression/2. Get the dataset.mp4
36.44 MB
11. Logistic Regression/2. Get the dataset.srt
5.59 KB
11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.mp4
79.23 MB
11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.srt
13.41 KB
11. Logistic Regression/4. Logistic regression intuition.mp4
82.73 MB
11. Logistic Regression/4. Logistic regression intuition.srt
25.29 KB
11. Logistic Regression/5. Your first logistic regression.mp4
89.1 MB
11. Logistic Regression/5. Your first logistic regression.srt
11.84 KB
11. Logistic Regression/6. False Positives and False Negatives.mp4
44.03 MB
11. Logistic Regression/6. False Positives and False Negatives.srt
11.51 KB
11. Logistic Regression/7. Confusion Matrix.mp4
20.49 MB
11. Logistic Regression/7. Confusion Matrix.srt
7.41 KB
11. Logistic Regression/8. Interpreting coefficients of a logistic regression.mp4
103.52 MB
11. Logistic Regression/8. Interpreting coefficients of a logistic regression.srt
14.08 KB
12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).mp4
37.23 MB
12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).srt
1.84 KB
12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.mp4
59.58 MB
12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.srt
9.2 KB
12. Building a robust geodemographic segmentation model/2. Get the dataset.mp4
130.14 MB
12. Building a robust geodemographic segmentation model/2. Get the dataset.srt
11.64 KB
12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.mp4
33.14 MB
12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.srt
7.63 KB
12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.mp4
74.85 MB
12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.srt
12.66 KB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4
171.39 MB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.srt
17.02 KB
12. Building a robust geodemographic segmentation model/6. Transforming independent variables.mp4
92.03 MB
12. Building a robust geodemographic segmentation model/6. Transforming independent variables.srt
14.72 KB
12. Building a robust geodemographic segmentation model/7. Creating derived variables.mp4
76.47 MB
12. Building a robust geodemographic segmentation model/7. Creating derived variables.srt
8.57 KB
12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.mp4
139.69 MB
12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.srt
11.63 KB
12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.mp4
102.85 MB
12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.srt
11.34 KB
13. Assessing your model/1. Intro (what you will learn in this section).mp4
22.48 MB
13. Assessing your model/1. Intro (what you will learn in this section).srt
1.11 KB
13. Assessing your model/10. Section Recap.mp4
21.46 MB
13. Assessing your model/10. Section Recap.srt
5.33 KB
13. Assessing your model/2. Accuracy paradox.mp4
10.91 MB
13. Assessing your model/2. Accuracy paradox.srt
3.33 KB
13. Assessing your model/3. Cumulative Accuracy Profile (CAP).mp4
49.67 MB
13. Assessing your model/3. Cumulative Accuracy Profile (CAP).srt
16.18 KB
13. Assessing your model/4. How to build a CAP curve in Excel.mp4
213.02 MB
13. Assessing your model/4. How to build a CAP curve in Excel.srt
22.3 KB
13. Assessing your model/5. Assessing your model using the CAP curve.mp4
53.03 MB
13. Assessing your model/5. Assessing your model using the CAP curve.srt
10.37 KB
13. Assessing your model/6. Get my CAP curve template.mp4
81.69 MB
13. Assessing your model/6. Get my CAP curve template.srt
9.9 KB
13. Assessing your model/7. How to use test data to prevent overfitting your model.mp4
27.69 MB
13. Assessing your model/7. How to use test data to prevent overfitting your model.srt
5.45 KB
13. Assessing your model/8. Applying the model to test data.mp4
144.49 MB
13. Assessing your model/8. Applying the model to test data.srt
10.72 KB
13. Assessing your model/9. Comparing training performance and test performance.mp4
153.39 MB
13. Assessing your model/9. Comparing training performance and test performance.srt
16.65 KB
14. Drawing insights from your model/1. Intro (what you will learn in this section).mp4
20.22 MB
14. Drawing insights from your model/1. Intro (what you will learn in this section).srt
944 B
14. Drawing insights from your model/2. Power insights from your CAP.mp4
161.15 MB
14. Drawing insights from your model/2. Power insights from your CAP.srt
21.15 KB
14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4
23.76 MB
14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt
5.67 KB
14. Drawing insights from your model/4. Odds ratio (advanced topic).mp4
71.01 MB
14. Drawing insights from your model/4. Odds ratio (advanced topic).srt
12.88 KB
14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4
36.24 MB
14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt
10.59 KB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4
168.2 MB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).srt
20.83 KB
14. Drawing insights from your model/7. Section Recap.mp4
16.88 MB
14. Drawing insights from your model/7. Section Recap.srt
4.81 KB
15. Model maintenance/1. Intro (what you will learn in this section).mp4
22.49 MB
15. Model maintenance/1. Intro (what you will learn in this section).srt
1.05 KB
15. Model maintenance/2. What does model deterioration look like.mp4
43.39 MB
15. Model maintenance/2. What does model deterioration look like.srt
6.76 KB
15. Model maintenance/3. Why do models deteriorate.mp4
150.36 MB
15. Model maintenance/3. Why do models deteriorate.srt
24.83 KB
15. Model maintenance/4. Three levels of maintenance for deployed models.mp4
40.16 MB
15. Model maintenance/4. Three levels of maintenance for deployed models.srt
12.35 KB
15. Model maintenance/5. Section Recap.mp4
7.64 MB
15. Model maintenance/5. Section Recap.srt
2.6 KB
16. --------------------------- Part 3 Data Preparation ---------------------------/1. Welcome to Part 3.mp4
32.71 MB
16. --------------------------- Part 3 Data Preparation ---------------------------/1. Welcome to Part 3.srt
3.83 KB
17. Business Intelligence (BI) Tools/1. Intro (what you will learn in this section).mp4
13.89 MB
17. Business Intelligence (BI) Tools/1. Intro (what you will learn in this section).srt
653 B
17. Business Intelligence (BI) Tools/2. Working with Data.mp4
5.31 MB
17. Business Intelligence (BI) Tools/2. Working with Data.srt
1.65 KB
17. Business Intelligence (BI) Tools/3. What is a Data Warehouse What is a Database.mp4
26.23 MB
17. Business Intelligence (BI) Tools/3. What is a Data Warehouse What is a Database.srt
5.27 KB
17. Business Intelligence (BI) Tools/4. Setting up Microsoft SQL Server 2014 for practice.mp4
20.13 MB
17. Business Intelligence (BI) Tools/4. Setting up Microsoft SQL Server 2014 for practice.srt
11.88 KB
17. Business Intelligence (BI) Tools/5. Important Practice Database.mp4
22.8 MB
17. Business Intelligence (BI) Tools/5. Important Practice Database.srt
13.98 KB
17. Business Intelligence (BI) Tools/6. ETL for Data Science - what is Extract Transform Load (ETL).mp4
8.28 MB
17. Business Intelligence (BI) Tools/6. ETL for Data Science - what is Extract Transform Load (ETL).srt
3.02 KB
17. Business Intelligence (BI) Tools/7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4
18.09 MB
17. Business Intelligence (BI) Tools/7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .srt
5.72 KB
17. Business Intelligence (BI) Tools/8. Installing SSDT with MSVS Shell.mp4
45.84 MB
17. Business Intelligence (BI) Tools/8. Installing SSDT with MSVS Shell.srt
6.25 KB
18. ETL Phase 1 Data Wrangling before the Load/1. Intro (what you will learn in this section).mp4
29.29 MB
18. ETL Phase 1 Data Wrangling before the Load/1. Intro (what you will learn in this section).srt
1.4 KB
18. ETL Phase 1 Data Wrangling before the Load/2. Preparing your folder structure for your Data Science project.mp4
14.37 MB
18. ETL Phase 1 Data Wrangling before the Load/2. Preparing your folder structure for your Data Science project.srt
3.58 KB
18. ETL Phase 1 Data Wrangling before the Load/3. Download the dataset for this section.mp4
10.94 MB
18. ETL Phase 1 Data Wrangling before the Load/3. Download the dataset for this section.srt
2.16 KB
18. ETL Phase 1 Data Wrangling before the Load/4. Two things you HAVE to do before the load.mp4
69.1 MB
18. ETL Phase 1 Data Wrangling before the Load/4. Two things you HAVE to do before the load.srt
7.05 KB
18. ETL Phase 1 Data Wrangling before the Load/5. Notepad ++.mp4
10.84 MB
18. ETL Phase 1 Data Wrangling before the Load/5. Notepad ++.srt
1.46 KB
18. ETL Phase 1 Data Wrangling before the Load/6. Editpad Lite.mp4
20.37 MB
18. ETL Phase 1 Data Wrangling before the Load/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
30.89 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/1. Intro (what you will learn in this section).srt
1.32 KB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/2. Starting and navigating an SSIS Project.mp4
16.52 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/2. Starting and navigating an SSIS Project.srt
2.85 KB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/3. Creating a flat file source task and OLE DB destination.mp4
16.5 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/3. Creating a flat file source task and OLE DB destination.srt
2.73 KB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/4. Setting up your flat file source connection.mp4
57.92 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/4. Setting up your flat file source connection.srt
9.77 KB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/5. Setting up your database connection and creating a RAW table.mp4
78.8 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/5. Setting up your database connection and creating a RAW table.srt
11.97 KB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/6. Run the Upload & Disable.mp4
32.87 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/6. Run the Upload & Disable.srt
4.29 KB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/7. Due Dilligence Upload Quality Assurance.mp4
31.19 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/7. Due Dilligence Upload Quality Assurance.srt
3.28 KB
2. What is Data Science/1. Intro (what you will learn in this section).mp4
7.7 MB
2. What is Data Science/1. Intro (what you will learn in this section).srt
1.26 KB
2. What is Data Science/2. Updates on Udemy Reviews.mp4
20.42 MB
2. What is Data Science/2. Updates on Udemy Reviews.srt
1.95 KB
2. What is Data Science/3. Profession of the future.mp4
58.01 MB
2. What is Data Science/3. Profession of the future.srt
10.35 KB
2. What is Data Science/4. Areas of Data Science.mp4
37.66 MB
2. What is Data Science/4. Areas of Data Science.srt
9.54 KB
2. What is Data Science/5. IMPORTANT Course Pathways.mp4
36.28 MB
2. What is Data Science/5. IMPORTANT Course Pathways.srt
8.74 KB
2. What is Data Science/6. Some Additional Resources!!.html
602 B
2. What is Data Science/7. BONUS Interview with DJ Patil.html
2.04 KB
20. Handling errors during ETL (Phases 1 & 2)/1. Intro (what you will learn in this section).mp4
30.92 MB
20. Handling errors during ETL (Phases 1 & 2)/1. Intro (what you will learn in this section).srt
1.32 KB
20. Handling errors during ETL (Phases 1 & 2)/10. Automating Error Handling in SSIS Conditional Split.mp4
93.52 MB
20. Handling errors during ETL (Phases 1 & 2)/10. Automating Error Handling in SSIS Conditional Split.srt
11.99 KB
20. Handling errors during ETL (Phases 1 & 2)/11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4
103.3 MB
20. Handling errors during ETL (Phases 1 & 2)/11. Automating Error Handling in SSIS Conditional Split (Level 2).srt
12.61 KB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4
328.77 MB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.srt
23.94 KB
20. Handling errors during ETL (Phases 1 & 2)/13. Due Dilligence the one thing you HAVE to do every time.mp4
97.74 MB
20. Handling errors during ETL (Phases 1 & 2)/13. Due Dilligence the one thing you HAVE to do every time.srt
6.91 KB
20. Handling errors during ETL (Phases 1 & 2)/14. Types of Errors in SSIS.mp4
15.17 MB
20. Handling errors during ETL (Phases 1 & 2)/14. Types of Errors in SSIS.srt
5.35 KB
20. Handling errors during ETL (Phases 1 & 2)/15. Summary.mp4
80.59 MB
20. Handling errors during ETL (Phases 1 & 2)/15. Summary.srt
27.16 KB
20. Handling errors during ETL (Phases 1 & 2)/16. Homework.mp4
84.58 MB
20. Handling errors during ETL (Phases 1 & 2)/16. Homework.srt
5.5 KB
20. Handling errors during ETL (Phases 1 & 2)/2. Download the dataset for this section.mp4
7.11 MB
20. Handling errors during ETL (Phases 1 & 2)/2. Download the dataset for this section.srt
987 B
20. Handling errors during ETL (Phases 1 & 2)/3. How excel can mess up your data.mp4
90.25 MB
20. Handling errors during ETL (Phases 1 & 2)/3. How excel can mess up your data.srt
6.03 KB
20. Handling errors during ETL (Phases 1 & 2)/4. Bulletproof Blueprint for Data Wrangling before the Load.mp4
147.48 MB
20. Handling errors during ETL (Phases 1 & 2)/4. Bulletproof Blueprint for Data Wrangling before the Load.srt
10.66 KB
20. Handling errors during ETL (Phases 1 & 2)/5. SSIS Error Text qualifier not specified.mp4
96.7 MB
20. Handling errors during ETL (Phases 1 & 2)/5. SSIS Error Text qualifier not specified.srt
9.87 KB
20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).mp4
257.16 MB
20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).srt
28.11 KB
20. Handling errors during ETL (Phases 1 & 2)/7. What do you do when your source file is corrupt (Part 2).mp4
97.09 MB
20. Handling errors during ETL (Phases 1 & 2)/7. What do you do when your source file is corrupt (Part 2).srt
9.19 KB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.mp4
267.53 MB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.srt
23.47 KB
20. Handling errors during ETL (Phases 1 & 2)/9. Handy trick for finding anomalies in SQL.mp4
57.77 MB
20. Handling errors during ETL (Phases 1 & 2)/9. Handy trick for finding anomalies in SQL.srt
5.62 KB
21. SQL Programming for Data Science/1. Intro (what you will learn in this section).mp4
19.37 MB
21. SQL Programming for Data Science/1. Intro (what you will learn in this section).srt
1.05 KB
21. SQL Programming for Data Science/10. Data Types in SQL.mp4
28.26 MB
21. SQL Programming for Data Science/10. Data Types in SQL.srt
10.88 KB
21. SQL Programming for Data Science/11. Implicit Data Conversion in SQL.mp4
46.23 MB
21. SQL Programming for Data Science/11. Implicit Data Conversion in SQL.srt
5.23 KB
21. SQL Programming for Data Science/12. Using Cast() vs Convert().mp4
55.99 MB
21. SQL Programming for Data Science/12. Using Cast() vs Convert().srt
5.17 KB
21. SQL Programming for Data Science/13. Working with NULLs.mp4
61.41 MB
21. SQL Programming for Data Science/13. Working with NULLs.srt
6.99 KB
21. SQL Programming for Data Science/14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4
33.92 MB
21. SQL Programming for Data Science/14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.srt
9.59 KB
21. SQL Programming for Data Science/15. Joins with duplicate values.mp4
14.73 MB
21. SQL Programming for Data Science/15. Joins with duplicate values.srt
3.69 KB
21. SQL Programming for Data Science/16. Joining on multiple fields.mp4
33.24 MB
21. SQL Programming for Data Science/16. Joining on multiple fields.srt
7.64 KB
21. SQL Programming for Data Science/17. Practicing Joins.mp4
86.69 MB
21. SQL Programming for Data Science/17. Practicing Joins.srt
6.83 KB
21. SQL Programming for Data Science/2. Download the dataset for this section.mp4
6.02 MB
21. SQL Programming for Data Science/2. Download the dataset for this section.srt
1002 B
21. SQL Programming for Data Science/3. Getting To Know MS SQL Management Studio.mp4
16.61 MB
21. SQL Programming for Data Science/3. Getting To Know MS SQL Management Studio.srt
3.1 KB
21. SQL Programming for Data Science/4. Shortcut to upload the data.mp4
13.83 MB
21. SQL Programming for Data Science/4. Shortcut to upload the data.srt
6.21 KB
21. SQL Programming for Data Science/5. SELECT Statement.mp4
83.28 MB
21. SQL Programming for Data Science/5. SELECT Statement.srt
8.63 KB
21. SQL Programming for Data Science/6. Using the WHERE clause to filter data.mp4
95.61 MB
21. SQL Programming for Data Science/6. Using the WHERE clause to filter data.srt
7.81 KB
21. SQL Programming for Data Science/7. How to use Wildcards Regular Expressions in SQL (% and _).mp4
72.36 MB
21. SQL Programming for Data Science/7. How to use Wildcards Regular Expressions in SQL (% and _).srt
6.5 KB
21. SQL Programming for Data Science/8. Comments in SQL.mp4
34.54 MB
21. SQL Programming for Data Science/8. Comments in SQL.srt
3.8 KB
21. SQL Programming for Data Science/9. Order By.mp4
88.55 MB
21. SQL Programming for Data Science/9. Order By.srt
7.91 KB
22. ETL Phase 3 Data Wrangling after the load/1. Intro (what you will learn in this section).mp4
34.92 MB
22. ETL Phase 3 Data Wrangling after the load/1. Intro (what you will learn in this section).srt
1.51 KB
22. ETL Phase 3 Data Wrangling after the load/10. Intermediate Recap - Procs.mp4
18.23 MB
22. ETL Phase 3 Data Wrangling after the load/10. Intermediate Recap - Procs.srt
5.88 KB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.mp4
206.93 MB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.srt
16.37 KB
22. ETL Phase 3 Data Wrangling after the load/12. Adding leading zeros.mp4
129.68 MB
22. ETL Phase 3 Data Wrangling after the load/12. Adding leading zeros.srt
11.27 KB
22. ETL Phase 3 Data Wrangling after the load/13. Converting data on the fly.mp4
138.64 MB
22. ETL Phase 3 Data Wrangling after the load/13. Converting data on the fly.srt
14.89 KB
22. ETL Phase 3 Data Wrangling after the load/14. How to create a proc template.mp4
39.05 MB
22. ETL Phase 3 Data Wrangling after the load/14. How to create a proc template.srt
10.46 KB
22. ETL Phase 3 Data Wrangling after the load/15. Archiving Procs.mp4
69.87 MB
22. ETL Phase 3 Data Wrangling after the load/15. Archiving Procs.srt
6.94 KB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].mp4
189.75 MB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].srt
19.64 KB
22. ETL Phase 3 Data Wrangling after the load/2. RAW, WRK, DRV tables.mp4
26.58 MB
22. ETL Phase 3 Data Wrangling after the load/2. RAW, WRK, DRV tables.srt
8.58 KB
22. ETL Phase 3 Data Wrangling after the load/3. Download the dataset for this section.mp4
10.27 MB
22. ETL Phase 3 Data Wrangling after the load/3. Download the dataset for this section.srt
2.25 KB
22. ETL Phase 3 Data Wrangling after the load/4. Create your first Stored Proc in SQL.mp4
48.02 MB
22. ETL Phase 3 Data Wrangling after the load/4. Create your first Stored Proc in SQL.srt
5.04 KB
22. ETL Phase 3 Data Wrangling after the load/5. Executing Stored Procedures.mp4
35.23 MB
22. ETL Phase 3 Data Wrangling after the load/5. Executing Stored Procedures.srt
4.08 KB
22. ETL Phase 3 Data Wrangling after the load/6. Modifying Stored Procedures.mp4
115.5 MB
22. ETL Phase 3 Data Wrangling after the load/6. Modifying Stored Procedures.srt
12.81 KB
22. ETL Phase 3 Data Wrangling after the load/7. Create table.mp4
117.02 MB
22. ETL Phase 3 Data Wrangling after the load/7. Create table.srt
14.36 KB
22. ETL Phase 3 Data Wrangling after the load/8. Insert INTO.mp4
22.51 MB
22. ETL Phase 3 Data Wrangling after the load/8. Insert INTO.srt
8.68 KB
22. ETL Phase 3 Data Wrangling after the load/9. Check if table exists + drop table + Truncate.mp4
86.06 MB
22. ETL Phase 3 Data Wrangling after the load/9. Check if table exists + drop table + Truncate.srt
9.1 KB
23. Handling errors during ETL (Phase 3)/1. Intro (what you will learn in this section).mp4
32.88 MB
23. Handling errors during ETL (Phase 3)/1. Intro (what you will learn in this section).srt
1.51 KB
23. Handling errors during ETL (Phase 3)/10. Additional Quality Assurance check Birthday.mp4
44.82 MB
23. Handling errors during ETL (Phase 3)/10. Additional Quality Assurance check Birthday.srt
5.35 KB
23. Handling errors during ETL (Phase 3)/11. Part Completed.mp4
50.12 MB
23. Handling errors during ETL (Phase 3)/11. Part Completed.srt
13.84 KB
23. Handling errors during ETL (Phase 3)/12. ETL Error Handling Vehicle Service Project.mp4
62.38 MB
23. Handling errors during ETL (Phase 3)/12. ETL Error Handling Vehicle Service Project.srt
10.93 KB
23. Handling errors during ETL (Phase 3)/2. Download the dataset for this section.mp4
5.4 MB
23. Handling errors during ETL (Phase 3)/2. Download the dataset for this section.srt
1.23 KB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.mp4
197.78 MB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.srt
16.03 KB
23. Handling errors during ETL (Phase 3)/4. Create Stored Proc.mp4
93.29 MB
23. Handling errors during ETL (Phase 3)/4. Create Stored Proc.srt
6.88 KB
23. Handling errors during ETL (Phase 3)/5. How to deal with errors using the isnumeric() function.mp4
108.61 MB
23. Handling errors during ETL (Phase 3)/5. How to deal with errors using the isnumeric() function.srt
10.89 KB
23. Handling errors during ETL (Phase 3)/6. How to deal errors using the len() function.mp4
108.5 MB
23. Handling errors during ETL (Phase 3)/6. How to deal errors using the len() function.srt
10.86 KB
23. Handling errors during ETL (Phase 3)/7. How to deal with errors using the isdate() function.mp4
118.08 MB
23. Handling errors during ETL (Phase 3)/7. How to deal with errors using the isdate() function.srt
9.92 KB
23. Handling errors during ETL (Phase 3)/8. Additional Quality Assurance check Balance.mp4
49.03 MB
23. Handling errors during ETL (Phase 3)/8. Additional Quality Assurance check Balance.srt
5.51 KB
23. Handling errors during ETL (Phase 3)/9. Additional Quality Assurance check ZipCode.mp4
59.97 MB
23. Handling errors during ETL (Phase 3)/9. Additional Quality Assurance check ZipCode.srt
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24. --------------------------- Part 4 Communication ---------------------------/1. Welcome to Part 4.mp4
15.39 MB
24. --------------------------- Part 4 Communication ---------------------------/1. Welcome to Part 4.srt
2.12 KB
25. Working with people/1. Intro (what you will learn in this section).mp4
26.45 MB
25. Working with people/1. Intro (what you will learn in this section).srt
1.22 KB
25. Working with people/2. Cross-departmental Work.mp4
153.55 MB
25. Working with people/2. Cross-departmental Work.srt
6.36 KB
25. Working with people/3. Come to me with a Business Problem.mp4
78.94 MB
25. Working with people/3. Come to me with a Business Problem.srt
3.4 KB
25. Working with people/4. Setting expectations and pre-project communication.mp4
126.73 MB
25. Working with people/4. Setting expectations and pre-project communication.srt
5.42 KB
25. Working with people/5. Go and sit with them.mp4
168 MB
25. Working with people/5. Go and sit with them.srt
8.36 KB
25. Working with people/6. The art of saying No.mp4
196.42 MB
25. Working with people/6. The art of saying No.srt
8.85 KB
25. Working with people/7. Sometimes you have to go to the top.mp4
94.36 MB
25. Working with people/7. Sometimes you have to go to the top.srt
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25. Working with people/8. Building a data culture.mp4
185.16 MB
25. Working with people/8. Building a data culture.srt
7.4 KB
26. Presenting for Data Scientists/1. Intro (what you will learn in this section).mp4
61.57 MB
26. Presenting for Data Scientists/1. Intro (what you will learn in this section).srt
2.43 KB
26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.mp4
179.61 MB
26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.srt
23.5 KB
26. Presenting for Data Scientists/11. Bonus links to other examples of good storytelling.html
609 B
26. Presenting for Data Scientists/2. Case study.mp4
22.2 MB
26. Presenting for Data Scientists/2. Case study.srt
3.09 KB
26. Presenting for Data Scientists/3. Analysing the intro.mp4
110.4 MB
26. Presenting for Data Scientists/3. Analysing the intro.srt
2.66 KB
26. Presenting for Data Scientists/4. Intro dissection - recap.mp4
341.94 MB
26. Presenting for Data Scientists/4. Intro dissection - recap.srt
16.44 KB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4
230.48 MB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.srt
27.82 KB
26. Presenting for Data Scientists/6. My brainstorming method.mp4
111.08 MB
26. Presenting for Data Scientists/6. My brainstorming method.srt
5.07 KB
26. Presenting for Data Scientists/7. How to present to executives.mp4
197.49 MB
26. Presenting for Data Scientists/7. How to present to executives.srt
9.14 KB
26. Presenting for Data Scientists/8. The truth is not always pretty.mp4
99.78 MB
26. Presenting for Data Scientists/8. The truth is not always pretty.srt
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26. Presenting for Data Scientists/9. Passion and the Wow-factor.mp4
72.05 MB
26. Presenting for Data Scientists/9. Passion and the Wow-factor.srt
3.35 KB
27. Homework Solutions/1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4
76.6 MB
27. Homework Solutions/1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.srt
8.57 KB
27. Homework Solutions/2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4
55.97 MB
27. Homework Solutions/2. Advanced Data Mining with Tableau Chi-Squared Test for Country.srt
6.17 KB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).mp4
326.38 MB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).srt
29.1 KB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4
287.86 MB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).srt
23.86 KB
27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4
173.43 MB
27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).srt
14.54 KB
27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4
231.4 MB
27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).srt
17.71 KB
27. Homework Solutions/7. THANK YOU bonus video.mp4
52.26 MB
27. Homework Solutions/7. THANK YOU bonus video.srt
2.42 KB
28. Bonus Lectures/1. YOUR SPECIAL BONUS.html
3.96 KB
3. --------------------------- Part 1 Visualisation ---------------------------/1. Welcome to Part 1.mp4
35.98 MB
3. --------------------------- Part 1 Visualisation ---------------------------/1. Welcome to Part 1.srt
2.92 KB
4. Introduction to Tableau/1. Intro (what you will learn in this section).mp4
16.55 MB
4. Introduction to Tableau/1. Intro (what you will learn in this section).srt
895 B
4. Introduction to Tableau/10. Section Recap.mp4
19.98 MB
4. Introduction to Tableau/10. Section Recap.srt
5.45 KB
4. Introduction to Tableau/11. Tableau Basics.html
121 B
4. Introduction to Tableau/2. Installing Tableau Desktop and Tableau Public (FREE).mp4
26.76 MB
4. Introduction to Tableau/2. Installing Tableau Desktop and Tableau Public (FREE).srt
6.66 KB
4. Introduction to Tableau/3. Challenge description + view data in file.mp4
22.06 MB
4. Introduction to Tableau/3. Challenge description + view data in file.srt
3.76 KB
4. Introduction to Tableau/4. Connecting Tableau to a Data file - CSV file.mp4
25.15 MB
4. Introduction to Tableau/4. Connecting Tableau to a Data file - CSV file.srt
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4. Introduction to Tableau/5. Navigating Tableau - Measures and Dimensions.mp4
31.32 MB
4. Introduction to Tableau/5. Navigating Tableau - Measures and Dimensions.srt
13.14 KB
4. Introduction to Tableau/6. Creating a calculated field.mp4
24.61 MB
4. Introduction to Tableau/6. Creating a calculated field.srt
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4. Introduction to Tableau/7. Adding colours.mp4
30.55 MB
4. Introduction to Tableau/7. Adding colours.srt
11.51 KB
4. Introduction to Tableau/8. Adding labels and formatting.mp4
48.06 MB
4. Introduction to Tableau/8. Adding labels and formatting.srt
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4. Introduction to Tableau/9. Exporting your worksheet.mp4
31.07 MB
4. Introduction to Tableau/9. Exporting your worksheet.srt
9.87 KB
5. How to use Tableau for Data Mining/1. Intro (what you will learn in this section).mp4
26.46 MB
5. How to use Tableau for Data Mining/1. Intro (what you will learn in this section).srt
1.24 KB
5. How to use Tableau for Data Mining/2. Get the Dataset + Project Overview.mp4
126.02 MB
5. How to use Tableau for Data Mining/2. Get the Dataset + Project Overview.srt
11.01 KB
5. How to use Tableau for Data Mining/3. Connecting Tableau to an Excel File.mp4
42.76 MB
5. How to use Tableau for Data Mining/3. Connecting Tableau to an Excel File.srt
6.14 KB
5. How to use Tableau for Data Mining/4. How to visualise an AB test in Tableau.mp4
41.8 MB
5. How to use Tableau for Data Mining/4. How to visualise an AB test in Tableau.srt
9.47 KB
5. How to use Tableau for Data Mining/5. Working with Aliases.mp4
35.1 MB
5. How to use Tableau for Data Mining/5. Working with Aliases.srt
5.88 KB
5. How to use Tableau for Data Mining/6. Adding a Reference Line.mp4
46.39 MB
5. How to use Tableau for Data Mining/6. Adding a Reference Line.srt
7.48 KB
5. How to use Tableau for Data Mining/7. Looking for anomalies.mp4
69.37 MB
5. How to use Tableau for Data Mining/7. Looking for anomalies.srt
13.04 KB
5. How to use Tableau for Data Mining/8. Handy trick to validate your approach data.mp4
76.85 MB
5. How to use Tableau for Data Mining/8. Handy trick to validate your approach data.srt
13.25 KB
5. How to use Tableau for Data Mining/9. Section Recap.mp4
27.66 MB
5. How to use Tableau for Data Mining/9. Section Recap.srt
7.67 KB
6. Advanced Data Mining With Tableau/1. Intro (what you will learn in this section).mp4
26.51 MB
6. Advanced Data Mining With Tableau/1. Intro (what you will learn in this section).srt
1.18 KB
6. Advanced Data Mining With Tableau/10. Section Recap.mp4
33.25 MB
6. Advanced Data Mining With Tableau/10. Section Recap.srt
8.44 KB
6. Advanced Data Mining With Tableau/11. Part Completed.mp4
5.19 MB
6. Advanced Data Mining With Tableau/11. Part Completed.srt
2.38 KB
6. Advanced Data Mining With Tableau/2. Creating bins & Visualizing distributions.mp4
93.14 MB
6. Advanced Data Mining With Tableau/2. Creating bins & Visualizing distributions.srt
13.87 KB
6. Advanced Data Mining With Tableau/3. Creating a classification test for a numeric variable.mp4
42.8 MB
6. Advanced Data Mining With Tableau/3. Creating a classification test for a numeric variable.srt
6.29 KB
6. Advanced Data Mining With Tableau/4. Combining two charts and working with them in Tableau.mp4
26.92 MB
6. Advanced Data Mining With Tableau/4. Combining two charts and working with them in Tableau.srt
13.37 KB
6. Advanced Data Mining With Tableau/5. Validating Tableau Data Mining with a Chi-Squared test.mp4
96.5 MB
6. Advanced Data Mining With Tableau/5. Validating Tableau Data Mining with a Chi-Squared test.srt
14.91 KB
6. Advanced Data Mining With Tableau/6. Chi-Squared test when there is more than 2 categories.mp4
21.35 MB
6. Advanced Data Mining With Tableau/6. Chi-Squared test when there is more than 2 categories.srt
12.06 KB
6. Advanced Data Mining With Tableau/7. Visualising Balance and Estimated Salary distribution.mp4
144.26 MB
6. Advanced Data Mining With Tableau/7. Visualising Balance and Estimated Salary distribution.srt
16.66 KB
6. Advanced Data Mining With Tableau/8. Bonus Chi-Squared Test (Stats Tutorial).mp4
147.37 MB
6. Advanced Data Mining With Tableau/8. Bonus Chi-Squared Test (Stats Tutorial).srt
28.63 KB
6. Advanced Data Mining With Tableau/9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4
68.62 MB
6. Advanced Data Mining With Tableau/9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).srt
14.16 KB
7. --------------------------- Part 2 Modelling ---------------------------/1. Welcome to Part 2.mp4
50.36 MB
7. --------------------------- Part 2 Modelling ---------------------------/1. Welcome to Part 2.srt
5.66 KB
8. Stats Refresher/1. Intro (what you will learn in this section).mp4
17.75 MB
8. Stats Refresher/1. Intro (what you will learn in this section).srt
860 B
8. Stats Refresher/2. Types of variables Categorical vs Numeric.mp4
24.28 MB
8. Stats Refresher/2. Types of variables Categorical vs Numeric.srt
7.57 KB
8. Stats Refresher/3. Types of regressions.mp4
10.34 MB
8. Stats Refresher/3. Types of regressions.srt
12.13 KB
8. Stats Refresher/4. Ordinary Least Squares.mp4
4.22 MB
8. Stats Refresher/4. Ordinary Least Squares.srt
4.36 KB
8. Stats Refresher/5. R-squared.mp4
6.75 MB
8. Stats Refresher/5. R-squared.srt
7.32 KB
8. Stats Refresher/6. Adjusted R-squared.mp4
13.84 MB
8. Stats Refresher/6. Adjusted R-squared.srt
14.43 KB
9. Simple Linear Regression/1. Intro (what you will learn in this section).mp4
22.37 MB
9. Simple Linear Regression/1. Intro (what you will learn in this section).srt
1.03 KB
9. Simple Linear Regression/2. Introduction to Gretl.mp4
34.95 MB
9. Simple Linear Regression/2. Introduction to Gretl.srt
4.04 KB
9. Simple Linear Regression/3. Get the dataset.mp4
38.01 MB
9. Simple Linear Regression/3. Get the dataset.srt
5.6 KB
9. Simple Linear Regression/4. Import data and run descriptive statistics.mp4
31.77 MB
9. Simple Linear Regression/4. Import data and run descriptive statistics.srt
5.92 KB
9. Simple Linear Regression/5. Reading Linear Regression Output.mp4
65.81 MB
9. Simple Linear Regression/5. Reading Linear Regression Output.srt
9.83 KB
9. Simple Linear Regression/6. Plotting and analysing the graph.mp4
63.92 MB
9. Simple Linear Regression/6. Plotting and analysing the graph.srt
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