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A new discipline for leadership in the AI era
The Inspection Paradox is Everywhere
By Allen Downey – 8 min read
The inspection paradox is a statistical illusion you’ve probably never heard of. It’s a common source of confusion, an occasional cause of error, and an opportunity for clever experimental design.
6 Techniques Which Help Me Study Machine Learning Five Days Per Week
By Daniel Bourke – 8 min read
I studied machine learning every day for 9-months, then got a job. How? Like this…
Professor turned Data Scientist: Why Dr. Guido Maretto left academia for the startup life
By Haebichan Jung – 8 min read
TDS interviews former professor (Caltech Ph.D) on why he left his associate position and how to join industry after university.
Python Libraries for Interpretable Machine Learning
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4 libraries for better visualisation, explanation and interpretation of models
4 Product-Driven Steps to an AI Roadmap
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How to teach products to make decisions
Turn your previous Python projects into awesome tools – with Tkinter
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Notebooks are boring!
Introduction to Quantum Programming
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Walkthrough of quantum programming from qubits to running real quantum programs!
How To Write Clean Code That Reduces Headaches
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Abstraction is evil. Code is anti-evil, and clean code is perhaps divine.
Bayesian Modeling Airlines Customer Service Twitter Response Time
By Susan Li – 9 min read
Student’s t-distribution, Poisson distribution, Negative Binomial distribution, Hierarchical modeling and Regression
Experimentation in Data Science
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When AB testing doesn’t cut it