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Top Machine Learning Libraries for Javascript
Javascript may not be the conventional choice for machine learning, but there is no reason it cannot be used for such tasks. Here are the top libraries to facilitate machine learning in Javascript.
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Ten Simple Rules for Effective Statistical Practice: An Overview
An overview of 10 simple rules to follow to ensure proper effective statistical data analysis.
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New Andrew Ng Machine Learning Book Under Construction, Free Draft Chapters
Check out the details on Andrew Ng's new book on building machine learning systems, and find out how to get your free copy of draft chapters as they are written.
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7 Steps to Mastering SQL for Data Science
Follow these 7 steps to go from SQL data science newbie to seasoned practitioner quickly. No nonsense, just the necessities.
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Top NoSQL Database Engines
An overview of the top 5 NoSQL database engines in use today, including examples of key-value, column-oriented, graph, and document paradigms.
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Top 10 Open Dataset Resources on Github
The top open dataset repositories on Github include a variety of data, freely available for use by researchers, practitioners, and students alike.
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10 Must Have Data Science Skills, Updated
An updated look at the state of the data science landscape, and the skills - both technical and non-technical - that are absolutely required to make it as a data scientist.
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5 Machine Learning Projects You Can No Longer Overlook
By Matthew Mayo, KDnuggets Managing Editor on May 19, 2016 in Data Cleaning, Deep Learning, Machine Learning, Open Source, Overlook, Pandas, Python, scikit-learn, TheanoWe all know the big machine learning projects out there: Scikit-learn, TensorFlow, Theano, etc. But what about the smaller niche projects that are actively developed, providing useful services to users? Here are 5 such projects.
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Machine Learning for Artists – Video lectures and notes
Art has always been deep for those who appreciate it... but now, more than ever, deep learning is making a real impact on the art world. Check out this graduate course, and its freely-available resources, focusing on this very topic.
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Top 10 IPython Notebook Tutorials for Data Science and Machine Learning
A list of 10 useful Github repositories made up of IPython (Jupyter) notebooks, focused on teaching data science and machine learning. Python is the clear target here, but general principles are transferable.
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