serhii.net LINKS BLOG!

tags: Machine-learning

• A Complete 4-Year Course Plan for an Artificial Intelligence Undergraduate Degree - Mihail Eric
• Jonathan Hui blog - Blog about ML and Tensorflow
• How to Use t-SNE Effectively
• Yes you should understand backprop – Andrej Karpathy – Medium
• Unsupervised learning of artistic styles with archetypal style analysis - the morning paper
• Machine Learning Basics — Part 4 — Anomaly Detection, Recommender Systems and Scaling
• List of Public Data Sources Fit for Machine Learning - The Official Blog of BigML.com
• ODDS – Outlier Detection DataSets
• The Curse of Dimensionality in Classification
• All Posts - Holehouse.org
• Jason's Machine Learning 101 - Google Slides
• The Neural Network Zoo - The Asimov Institute
• Deep Learning From Scratch I: Computational Graphs - deep ideas
• Analyzing 50k fonts using deep neural networks · Erik Bernhardsson
• The Unreasonable Effectiveness of Recurrent Neural Networks
• 13 Free Training Courses on Machine Learning and Artificial Intelligence @ HackerEarth Blog
• Attacking machine learning with adversarial examples
• Apply Magic Sauce - Prediction API -
• ŷhat Becoming a Data Scientist
• Overfitting - Wikipedia
• Home - colah's blog - excellent explanations of probability theory, neural networks etc
• Neural networks and deep learning book