2021-08-10

2021-08-10

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Machine Learning & AI

The 2nd Edition of classic 'An Introduction to Statistical Learning' released. Still free. Lots of new topics.

statlearning.com

Books Statistics

Credit: Gareth James

Credit: Daniela Witten

Credit: Trevor Hastie

Credit: Rob Tibshirani

Sketch Your Own GAN with pencil

peterwang512.github.io

Credit: Sheng-Yu Wang

Credit: David Bau

Credit: Jun-Yan Zhu

Generating Master Faces for Dictionary Attacks with enhanced StyleGAN

Credit: Ron Shmelkin

Credit: Tomer Friedlander

Credit: Lior Wolf

📊
Data Science & Analytics

A Dataset Exploration Case Study with Know Your Data

ai.googleblog.com

Bias Data Science

Credit: Mark Díaz

Credit: Emily Denton

Evidently - evaluate machine learning models during validation and monitor them in production

Credit: Evidently AI

How to avoid machine learning pitfalls

Tutorial Data Science

Credit: Michael Lones

☁️
Cloud & MLOps

GCP Unattended Project Recommender - checks for usage activity and provides recommendations that help discover, reclaim or remove unattended projects

Credit: Bakh Inamov

Engineering ML Pipelines

Credit: bodywork

ConnectorX - faster and more memory efficient way to load data into Python

Python Data Science

Credit: SFU Database Group

👔
Business & Career

AI Doesn’t Have to Be Too Complicated or Expensive for Your Business

Applications Machine Learning

Credit: Andrew Ng

Data Science Salaries: 6 Factors to Optimize for Higher Pay (based on O’Reilly Data Science survey)

Career Data Science

Credit: Edlitera

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Fluff-free AI, ML 🤖 and data-related 📊 original articles from around the web. Go beyond scratching the surface. Receive top-notch picks sent directly to your inbox 📫