How To Be A Data Analyst: Essence Of Data Analysis

سرفصل های دوره

This is a Beginner's Guide On How To Be A Data Analyst

1. Introduction

1. Introduction

2. Definition and role of Data analysis in the society

3. Why Organisations and individuals need data analysis

4. Definition of Data Analysis

5. What is Data Analysis

6. Importance of data analysis for businesses

7. How to use data analysis in your business

8. Another reason Data Analysis is important

9. How accurate data improves data analysis

10. Data Analysis Steps

11. Data Requirement Gathering

12. Data Collection

13. Data cleaning

14. Data Analysis tools

15. Data Interpretation

16. Data Visualisation

17. Types Of Data Analysis

18. Diagnostic Analysis

19. Predictive Analysis

20. Prescriptive Analysis

21. Statistical Analysis

22. Text Analysis

23. Data Analysis Methods

24. Qualitative Data Analysis

25. Quantitative Analysis

26. Artificial Intelligence and Machine Learning

27. Maths and Stats

28. Graphs and Visualisation

2. Data Analysis Tools and Techniques

1. Purpose of Data Analysis

2. Example of Data Analysis

3. Data Analysis Tools

4. Types Of Data Analysis

5. Text Analysis

6. Statistical Analysis

7. Descriptive Analysis

8. Inferential Analysis

9. Diagnostic Analysis

10. Predictive Analysis

11. Prescriptive Analysis

12. Data Analysis Process

13. Data Requirement Gathering

14. Data Collection

15. Data Cleaning

16. Data Analysis

17. Data Interpretation

18. Data Visualisation

19. Summary

3. Common Statistical Analysis Methods

1. The Four Common Methods Used For Statistical Analysis

2. Mean

3. How To Calculate Mean

4. Standard Deviation

5. How To Calculate Standard Deviation

6. Variance

7. Regression

8. How To Calculate Regression

9. Hypothesis Testing

4. Essential Chart Types for Data Visualisation

1. Introduction

2. How To Choose A Chart Type

3. The Foundational Four

4. Bar Chart

5. Line Charts

6. Example Of A Line Chart

7. Scatterplot

8. Data Analysis Steps

9. Example Of A Scatterplot

10. Common Variations

11. Histogram

12. Example Of A Histogram

13. Stacked Bar Chart

14. Example Of A Stacked Bar Chart

15. Bubble Plots

16. Example Of A Bubble Plot

17. Heatmaps

18. Example Of A Heatmap

19. More On Heatmaps

20. Pie Charts

21. More On Pie Charts

22. Funnel Charts

23. Adwords Conversion Funnel

24. Map-Based Plots

25. Choropleth

5. Data Analysis Myths That Can Hamper Your Business

1. Data Analysis Myths That Can Hamper Businesses

2. Data Analysis Leads To New Discoveries

3. Data Analysis Is To Expensive

4. Data Analysis Is Too Time-Intensive

5. You Need To Be An Analyst To Get Value From Data

6. All Businesses Are Driven By Data

7. Theres No Reason To Track Bounce Rate

8. Machine-made Decisions Eliminates Bias

9. Data Analytics Leads To Job Loss

10. The More Data You Gather, The Better

11. Analysis Can Drive Your Business

6. Companies That Use Big Data Analytics

1. Top Data Analytics Companies Should Follow

2. Reonomy

3. SAP

4. Sedin Technologies

5. Sisense

6. Sigma Data Systems

7. Snowflake

8. Salesforce

7. How Companies Use Data Analysis

1. How Companies Use Data Analytics

2. Benefits Of Data Analysis

3. Amazon

4. Apple

5. How Apple Uses Big Data

6. Google

7. Spotify

8. Facebook

9. Instagram

10. Starbucks

11. Netflix

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تولید کننده: Udemy