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- Becoming a Data Analyst. A beginner's guide to kickstarting your data analysis journey
E-book details
Log in, If you're interested in the contents of the item.
Becoming a Data Analyst. A beginner's guide to kickstarting your data analysis journey
Kedeisha Bryan, Maaike van Putten
Ebook
Are you interested in becoming a data analyst, but don't know how to begin? Look no further than this comprehensive book that covers everything you need to know to get started with data analysis.
Becoming a Data Analyst will teach you about data collection techniques, data cleaning and pre-processing, exploratory data analysis, statistical analysis, data wrangling and transformation, data modeling, data presentation and communication, and ethical considerations in data analysis.
Each chapter provides clear, step-by-step guidance on how to conduct data analysis using various techniques and tools. You'll also benefit from real-world examples, case studies, hands-on exercises, and visual aids such as diagrams, charts, and graphs to help you understand complex concepts and data.
In addition to practical skills, this book emphasizes problem-solving skills, showing you how to identify and solve real-world problems using data analysis techniques. It also addresses ethical considerations in data analysis, such as data privacy and bias, and provides guidance on how to conduct data analysis in an ethical and responsible manner.
Whether you're just starting out or looking to take your data analysis skills to the next level, Becoming a Data Analyst is the essential guide you need to succeed.
Becoming a Data Analyst will teach you about data collection techniques, data cleaning and pre-processing, exploratory data analysis, statistical analysis, data wrangling and transformation, data modeling, data presentation and communication, and ethical considerations in data analysis.
Each chapter provides clear, step-by-step guidance on how to conduct data analysis using various techniques and tools. You'll also benefit from real-world examples, case studies, hands-on exercises, and visual aids such as diagrams, charts, and graphs to help you understand complex concepts and data.
In addition to practical skills, this book emphasizes problem-solving skills, showing you how to identify and solve real-world problems using data analysis techniques. It also addresses ethical considerations in data analysis, such as data privacy and bias, and provides guidance on how to conduct data analysis in an ethical and responsible manner.
Whether you're just starting out or looking to take your data analysis skills to the next level, Becoming a Data Analyst is the essential guide you need to succeed.
- 1. Understanding the business context of data analysis
- 2. Fundamental statistics concepts
- 3. Testing hypotheses
- 4. Business Statistics Case Study
- 5. Introduction to SQL
- 6. Data cleaning
- 7. Creating Business Metrics with Aggregations
- 8. Advanced SQL
- 9. SQL for Data Analysis Case Study
- 10. Data analysis and programming
- 11. Visualizing Data with Excel
- 12. Choosing the right Visualization
- 13. Introduction to Exploratory Data Analysis
- 14. Joining Tables
- 15. Univariate Analysis
- 16. Bivariate Analysis
- 17. Exploratory Data Analysis Case Study
- 18. Introduction to Data Visualization
- 19. Introduction to Python
- 20. Analyzing data in NumPy & Pandas
- 21. Understanding Visualizing Data
- 22. Choosing the Right Visualization
- 23. Business Knowledge
- 24. Conclusion
- Title: Becoming a Data Analyst. A beginner's guide to kickstarting your data analysis journey
- Author: Kedeisha Bryan, Maaike van Putten
- Original title: Becoming a Data Analyst. A beginner's guide to kickstarting your data analysis journey
- ISBN: 9781805128274, 9781805128274
- Date of issue: 2024-09-30
- Format: Ebook
- Item ID: e_3v6v
- Publisher: Packt Publishing