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Book: Evaluating Machine Learning Models

If you’re new to data science and applied machine learning, evaluating a machine-learning model can seem pretty overwhelming.With this O’Reilly report, machine-learning expert Alice Zheng takes you through the model evaluation basics.In…

10 Free Machine Learning books

Also, most of the upcoming Data Science 2.0 book is available for free here.An earlier version, Data Science 1.0 (also free, somewhat outdated) can be found here. Enjoy the reading! Machine Learning, Neural Networks, and Statistical…

Learning Python For Data Science

For those of you who wish to begin learning Python for Data Science, here is a list of various resources that will get you up and running.Python Tips decided to put this together so that you can begin learning Data Science with Python…

Top R Packages for Machine Learning

Stack Overflow ranks the number of results based on package name in a question body, along with a tag 'R'.From the beginning, we envisioned our ranking being built on a combination of package downloads and Stack Overflow and Github…

Zillow Data Science

If you’ve been following trends in software development, you’ve probably heard about continuous delivery and continuous deployment.Although somewhat new to the software industry, they’re actually based on ideas that have been around for…

10 Free Machine Learning books

Also, most of the upcoming Data Science 2.0 book is available for free here.An earlier version, Data Science 1.0 (also free, somewhat outdated) can be found here. Enjoy the reading! Machine Learning, Neural Networks, and Statistical…