Data Analytics Career Overview – From Skills to Interviews

سرفصل های دوره

A guide to your career in analytics track

1. Course Overview

1. Intro to the course

2. Course Materials.html

2. Analytics Roles Overview

1. Analytics Roles Breakdown

2. Marketing Analyst Scenario - Allocating Budget

3. Operation Team Scenario - Customer Service Analysis

4. People Analysis Scenario - Finding Potential Attrition

5.1 Chart type for display.html

5. Business Analyst Scenario - Building Reports & Dashboards

6. Product Analyst Scenario - Improving E-commerce Website

7. Data Scientist Scenario - Marketing Customer Segmentation

3. Analytics Tools

1. Analytics Tools Overview

2.1 My Analysis of Googles job openings.html

2. Why is SQL important

3. SQL - Select & From

4. SQL - Where

5. SQL - Group By & Aggregation

6. SQL - Order BY

7.1 ERD Explanation.html

7. SQL - Join & ERD

8. SQL - 4 Types of Join

9. SQL - Self Join

10.1 More about Window Functions.html

10. SQL - Window Functions

11.1 Resources List.html

11. SQL - Self-Learning & Portfolio Building

12.1 Tableau Public Workbook.html

12. Tableau - Business Intelligence & Visualization

13.1 Feature Engineering Explanation.html

13. PythonR - Why I need to learn PythonR

14. PythonR - Example 1

15. PythonR - Example 2

16.1 Resources List.html

16. PythonR - Resources List

4. Quantitative Analysis

1. Intro

2. Product Sense - Metrics Definition

3. Metrics Definition - Question 1

4. Metrics Definition - Answer 1

5. Metrics Definition - Question 2

6. Metrics Definition - Answer 2

7. Normalization

8. Normalization - Question 1

9. Normalization - Answer 1

10. Normalization - Question 2

11. Normalization - Answer 2

12. Product Case Practice - Question

13. Product Case Practice - Answer

14.1 Resources List (Links embedded in pictures).html

14. Recommended Resources

5. Interviews

1. Intro & Agenda

2. Self Introduction

3. Behavior Questions

4. Technical Questions - Intro

5. SQL - Question 1

6. SQL - Solution 1

7. SQL - Question 2

8. SQL - Solution 2

9. Technical Questions - Data Manipulations

10. Technical Questions - Algorithms

11. Case Interview - Intro

12. Case Interview - Question 1

13. Case Interview - Solution 1

14. Case Interview - Question 2

15. Case Interview - Solution 2

16. Case Interview - Question 3

17. Case Interview - Solution 3

18. Case Interview - Deal with Ambiguity - Question 1

19. Case Interview - Deal with Ambiguity - Solution 1

20. Case Interview - Deal with Ambiguity - Question 2

21. Case Interview - Deal with Ambiguity - Solution 2

22. Case Interview - Advanced Analytics Intro

23. Analytics Case Interview - Question 1

24. Analytics Case Interview - Solution 1

25. Analytics Case Interview - Question 2

26. Analytics Case Interview - Solution 2

27. Case Interview - Thinking Process Example 1

28.1 Clustering Explanation.html

28. Case Interview - Thinking Process Example 2

29. Case Interview - Thinking Process

30.1 Resources List.html

30. Interview Resources

31.1 An inspiring article about offer negotiation.html

31. Offer Negotiation

32.1 My LinkedIn.html

32.2 Questionnaire.html

32. Congratulations!

33.1 AB Testing.html

33. Whats Next.html

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تولید کننده: Udemy