- A Visual Introduction to Machine Learning
- A Gentle Guide to Machine Learning
- Introduction to Machine Learning for Developers
- Machine Learning basics for a newbie
- How do you explain Machine Learning and Data Mining to non Computer Science people?
- Machine Learning: Under the hood. Blog post explains the principles of machine learning in layman terms. Simple and clear
- What is machine learning, and how does it work?
- Deep Learning - A Non-Technical Introduction
- The Machine Learning Mastery Method
- Machine Learning for Programmers
- Applied Machine Learning with Machine Learning Mastery
- Python Machine Learning Mini-Course
- Machine Learning Algorithms Mini-Course
- Machine Learning is Fun!
- Part 2: Using Machine Learning to generate Super Mario Maker levels
- Part 3: Deep Learning and Convolutional Neural Networks
- Part 4: Modern Face Recognition with Deep Learning
- Part 5: Language Translation with Deep Learning and the Magic of Sequences
- Part 6: How to do Speech Recognition with Deep Learning
- Overview, goals, learning types, and algorithms
- Data selection, preparation, and modeling
- Model evaluation, validation, complexity, and improvement
- Model performance and error analysis
- Unsupervised learning, related fields, and machine learning in practice
- Machine Learning in a Week
- Machine Learning in a Year
- How I wrote my first Machine Learning program in 3 days
- Learning Path : Your mentor to become a machine learning expert
- You Too Can Become a Machine Learning Rock Star! No PhD
- How to become a Data Scientist in 6 months: A hacker’s approach to career planning
- 5 Skills You Need to Become a Machine Learning Engineer
- Are you a self-taught machine learning engineer? If yes, how did you do it & how long did it take you?
- How can one become a good machine learning engineer?
- A Learning Sabbatical focused on Machine Learning
- 10 Machine Learning Algorithms Explained to an ‘Army Soldier’
- Top 10 data mining algorithms in plain English
- 10 Machine Learning Terms Explained in Simple English
- A Tour of Machine Learning Algorithms
- The 10 Algorithms Machine Learning Engineers Need to Know
- Comparing supervised learning algorithms
- Machine Learning Algorithms: A collection of minimal and clean implementations of machine learning algorithms
- Data Smart: Using Data Science to Transform Information into Insight 1st Edition
- Data Science for Business: What you need to know about data mining and data analytic-thinking
- Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die
- Machine Learning for Hackers
- Python Machine Learning
- Programming Collective Intelligence: Building Smart Web 2.0 Applications
- Machine Learning: An Algorithmic Perspective, Second Edition
- Introduction to Machine Learning with Python: A Guide for Data Scientists
- Data Mining: Practical Machine Learning Tools and Techniques, Third Edition
- Teaching material
- Machine Learning in Action
- Reactive Machine Learning Systems(MEAP)
- An Introduction to Statistical Learning
- Building Machine Learning Systems with Python
- Learning scikit-learn: Machine Learning in Python
- Probabilistic Programming & Bayesian Methods for Hackers
- Probabilistic Graphical Models: Principles and Techniques
- Machine Learning: Hands-On for Developers and Technical Professionals
- Learning from Data
- Reinforcement Learning: An Introduction (2nd Edition)
- Machine Learning with TensorFlow(MEAP)
- Kaggle Competitions: How and where to begin?
- How a Beginner Used Small Projects To Get Started in Machine Learning and Compete on Kaggle
- Master Kaggle By Competing Consistently
- Machine Learning for Hackers
- Fresh Machine Learning
- Machine Learning Recipes with Josh Gordon
- Everything You Need to know about Machine Learning in 30 Minutes or Less
- A Friendly Introduction to Machine Learning
- Nuts and Bolts of Applying Deep Learning - Andrew Ng
- BigML Webinar
- mathematicalmonk's Machine Learning tutorials
- Machine learning in Python with scikit-learn
- My playlist – Top YouTube Videos on Machine Learning, Neural Network & Deep Learning
- 16 New Must Watch Tutorials, Courses on Machine Learning
- DeepLearning.TV
- Learning To See
- Neural networks class - Université de Sherbrooke
- 21 Deep Learning Videos, Tutorials & Courses on Youtube from 2016
- 30 Top Videos, Tutorials & Courses on Machine Learning & Artificial Intelligence from 2016
- Practical Deep Learning For Coders
- Udacity’s Intro to Machine Learning
- Udacity’s Supervised, Unsupervised & Reinforcement
- Machine Learning Foundations: A Case Study Approach
- Coursera’s Machine Learning
- Machine Learning Distilled
- BigML training
- Coursera’s Neural Networks for Machine Learning
- Taught by Geoffrey Hinton, a pioneer in the field of neural networks
- Machine Learning - CS - Oxford University
- Creative Applications of Deep Learning with TensorFlow
- Intro to Descriptive Statistics
- Intro to Inferential Statistics
- Learn Machine Learning in a Single Month
- The Non-Technical Guide to Machine Learning & Artificial Intelligence
- Best practices rule book for Machine Learning engineering from Google
- Machine Learning for Software Engineers on Hacker News
- Machine Learning for Developers
- Machine Learning Advice for Developers
- Machine Learning For Complete Beginners
- Getting Started with Machine Learning: For absolute beginners and fifth graders
- How to Learn Machine Learning: The Self-Starter Way
- Machine Learning Self-study Resources
- Level-Up Your Machine Learning
- An Honest Guide to Machine Learning
- Enough Machine Learning to Make Hacker News Readable Again
- Dive into Machine Learning
- {Machine, Deep} Learning for software engineers
- Deep Learning For Beginners
- Machine Learning courses in Universities
- Flipboard Topics
- Medium Topics
- Monthly top 10 articles
- Machine Learning
- Algorithms
- Comprehensive list of data science resources
- DigitalMind's Artificial Intelligence resources
- Awesome Machine Learning
- CreativeAi's Machine Learning
- Halite: A.I. Coding Game
- Vindinium: A.I. Programming Challenge
- General Video Game AI Competition
- Angry Birds AI Competition
- The AI Games
- Fighting Game AI Competition
- CodeCup
- Student StarCraft AI Tournament
- AIIDE StarCraft AI Competition
- CIG StarCraft AI Competition
- CodinGame - AI Bot Games
- tensorflow/magenta: Magenta: Music and Art Generation with Machine Intelligence
- tensorflow/tensorflow: Computation using data flow graphs for scalable machine learning
- cmusatyalab/openface: Face recognition with deep neural networks.
- tensorflow/models/syntaxnet: Neural Models of Syntax.
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Quora
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Reddit
- Neural Information Processing Systems (NIPS)
- IEEE Conference on Computational Intelligence and Games (CIG)
- IEEE International Conference on Machine Learning and Applications (ICMLA)
- International Conference on Machine Learning (ICML)
- How To Prepare For A Machine Learning Interview
- 40 Interview Questions asked at Startups in Machine Learning / Data Science
- 21 Must-Know Data Science Interview Questions and Answers
- Top 50 Machine learning Interview questions & Answers
- Machine Learning Engineer interview questions
- Popular Machine Learning Interview Questions
- What are some common Machine Learning interview questions?
- What are the best interview questions to evaluate a machine learning researcher?
- Collection of Machine Learning Interview Questions
- 121 Essential Machine Learning Questions & Answers