This is a list of books:
📘 Data Analysis and Programming
Book Title | Author(s) | Link |
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Python for Data Analysis | Wes McKinney | Link |
Data Science for Beginners | Andrew Park | Link |
Data Science from Scratch | Joel Grus | Link |
Fundamentals of Data Visualization | Claus O. Wilke | Link |
R for Data Science | Hadley Wickham et al. | Link |
A Hands-on Introduction to Big Data Analytics | Funmi Obembe and Ofer Engel | Link |
Mathematics and Statistics
Book Title | Author(s) | Link |
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Naked Statistics: Stripping the Dread from the Data | Charles Wheelan | Link |
Essential Math for Data Science | Hadrien Jean | Link |
Career
Book Title | Author(s) | Link |
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Build a Career in Data Science | Emily Robinson and Jacqueline Nolis | Link |
The Data Science Handbook: Advice and Insights from 25 Amazing Data Scientists | Carl Shan et al. | Link |
Winning with Data Science: A Handbook for Business Leaders | Howard Steven Friedman and Akshay Swaminathan | Link |
Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning | Alex J. Gutman and Jordan Goldmeier | Link |
Ethic
Book Title | Author(s) | Link |
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Ethical Data Science | Anne L. Washington | Link |
Data Science in Context: Foundations, Challenges, Opportunities | Alfred Z. Spector et al. | Link |
The Art of Data Science | Roger Peng and Elizabeth Matsui | Link |
Did I miss a great book? Feel free to suggest one!