Mikko Salama

Machine Learning & Engineering

Personal site: ML blog, curated learning resources, interactive demos, and projects. Browse by category in the sidebar or jump to the highlights below.

View CV ML Blog

About this site

This site hosts my ML blog, a curated list of learning resources, interactive demos, and side projects. Use the categories on the left to explore. For a longer guide with recommendations, see the full ML resources page.

Top 10 ML resources

Courses and resources I recommend for learning machine learning.

  1. Andrew Ng's Machine Learning (Coursera)
  2. fast.ai Practical Deep Learning for Coders
  3. DeepLearning.AI — courses by Andrew Ng
  4. An Introduction to Statistical Learning (ISLR)
  5. Stanford CS231n: Convolutional Neural Networks
  6. Kaggle Learn
  7. scikit-learn Tutorials
  8. Hands-On Machine Learning (Géron)
  9. PyTorch Get Started — official tutorials
  10. MIT 6.S191: Introduction to Deep Learning

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