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Data Science - Book Journey - Coggle Diagram
Data Science - Book Journey
Foundations
Programming Languages
Python
Book - Learn Enough Python to Be Dangerous Software Development, Flask Web Apps, and Beginning Data Science with Python
Book - Fluent Python, 2nd Edition
Book - Automate the Boring Stuff with Python, 2nd Edition
Book - Python Playground, 2nd Edition
Book - Python One-Liners
Book - Using Asyncio in Python: Understanding Python's Asynchronous Programming Features
Data Science
Foundations
Book - Data Science on AWS
Book - Learning Data Science
Branches
Data Engineering
Book - Fundamentals of Data Engineering
2 more items...
Machine Learning
Book - AI and Machine Learning for Coders
2 more items...
Generative AI
1 more item...
Book - Software Engineering for Data Scientists
Book - Enabling Microservice Success
Book - Python Data Science Handbook, 2nd Edition
Book - Data Science: The Hard Parts
Book - Hypermodern Python Tooling
1 more item...
Data Analysis
Book - Python for Data Analysis, 3rd Edition
2 more items...
Book - Training Data for Machine Learning
Book - Fundamentals of Data Observability
Book - Docker: Up & Running, 3rd Edition
Book - Learning Git
Math
Book - Essential Math for Data Science
Book - Practical Statistics for Data Scientists
Book - Essential Math for AI
Book - The Shape of Data
Write Clean Code
Python Clean Code Best Practices and Techniques for Writing Clear, Concise, and Maintainable Code
Algorithms
Book - Algorithmic Thinking, 2nd Edition
Book - Grokking Algorithms
Book - 50 Algorithms Every Programmer Should Know
Book - The Pragmatic Programmer: your journey to mastery, 20th Anniversary Edition, 2nd Edition
Book - Software Engineering at Google
Book -
Predicting the Unknown: The History and Future of Data Science and Artificial Intelligence
Book - Good Habits (HBR Emotional Intelligence Series)
Book - The New Automation Mindset
Computer Science
Book - The Self-Taught Computer Scientist
The Computer Science Book: A Complete Introduction