Data Science From Scratch: First Principles with Python

Data Science From Scratch: First Principles with Python

By
Joel Grus
Joel Grus
2015 • 500 pages

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41 books

Data Science

daanz
Daan Zeeuwe
Practical Statistics for Data Scientists
Python for Data Analysis
Python Data Science Handbook
R for Data Science
Introduction to Machine Learning with Python: A Guide for Data Scientists
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
An Introduction to Statistical Learning

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13 books

Data, Information Technology, Computer Science

Didi
Didi
A World Without Work: Technology, Automation, and How We Should Respond
The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies
Lean UX: Applying Lean Principles to Improve User Experience
Responsive Web Design
Web Form Design: Filling in the Blanks
You Should Test That: Conversion Optimization for More Leads, Sales and Profit or the Art and Science of Optimized Marketing
Just enough research

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202 books

Cs Programming

cowgoesmoo
Arslan
Django Girls Tutorial
A Byte of Python
Learn Python the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code
Hacking The Art Of Exploitation
Reversing Secrets of Reverse Engineering

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31 books

Datasc Ai

cowgoesmoo
Arslan
Python for Data Analysis
How to Lie with Statistics
Deep Learning
Neural Networks and Deep Learning
Artificial intelligence
Naked Statistics: Stripping the Dread from the Data
Deep Learning with Python

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31 books

So, You Want to Learn Computer Science?

glimmer
✨
Think Python: How to Think Like a Computer Scientist
Code: The Hidden Language of Computer Hardware and Software
How to Design Programs: An Introduction to Programming and Computing
Structure and Interpretation of Computer Programs
Computer Systems: A Programmer's Perspective

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223 books

Hardcopy

ryantanglao
Ryan Tanglao
The 7 Habits of Highly Effective People
The Way of the Superior Man: A Spiritual Guide to Mastering the Challenges of Women, Work, and Sexual Desire
The Four Agreements: A Practical Guide to Personal Freedom
Think and Grow Rich
Slash
How To Win Friends and Influence People
The Da Vinci Code

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37 books

References

ryantanglao
Ryan Tanglao
World's Greatest Speeches
The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
Introduction to Machine Learning with Python: A Guide for Data Scientists
Data Science From Scratch: First Principles with Python
Bug Bounty Bootcamp

List

4 books

Data Science

nicoledesignsdata
Nicole Mark
The Data Loom
Mining Social Media
Data Science From Scratch: First Principles with Python
Invisible Women: Data Bias in a World Designed for Men

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14 books

Technology

ryantanglao
Ryan Tanglao
Introduction to Machine Learning with Python: A Guide for Data Scientists
Data Science From Scratch: First Principles with Python
Bug Bounty Bootcamp
Penetration Testing: A Hands-On Introduction to Hacking
Clean Architecture: A Craftsman's Guide to Software Structure and Design
The Pragmatic Programmer