pkb contents > machine learning | just under 241 words | updated 05/21/2017

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• Coursera - Machine Learning Specialization
• Top 10 Data Mining Algorithms in Plain English
• Has deep learning made traditional ML irrelevant?
• How Google used artificial intelligence to transform Google Translate—and how machine learning is poised to reinvent computing itself
• https://en.wikipedia.org/wiki/Data_mining
• Essentials of machine learning algorithms
• A tour of ML algorithms
• Implementation of 17 classification algorithms in R
• Map of Data Mining Techniques
• R2D3: Visual Intro to Machine Learning
• Undergrad ML syllabus
• Complete tutorial on tree based modeling
• Machine learning in a week
• Machine learning in a year
• In-depth introduction to machine learning (15 hours)
• Power to the People: How One Unknown Group of Researchers Holds the Key to Using AI to Solve Real Human Problems
• DataCamp - Kaggle Python tutorial on Machine Learning
• How to use data analysis for machine learning
• GitHub - Dive into Machine Learning
• Udacity - Intro. Machine Learning
• Big Data U - Machine Learning with Python
• DataCamp - Machine Learning with R
• Big Data U - Machine Learning: Cluster Analysis
• A concise history of neural networks
• A mostly complete chart of neural networks
• Understanding neural networks with TensorFlow Playground
• 10 deep learning terms explained in simple English
• Deep learning demystified
• Deep learning simplified (video series)
• Deep learning textbook
• 16 free machine learning books