Learning Resources
"...courses with up-to-date, bite-sized lessons that deliver the most value for the time you invest..."
Python Tutorials
"...an experimental course to train librarians to respond to the growing data needs of their communities. Data science techniques are becoming increasingly important to all fields of scholarship. In this hands-on course, librarians learn the latest tools for extracting, wrangling, storing, analyzing, and visualizing data..."
Data Science Tools Recordings
"...an e-learning platform that brings together the best training resources addressed to those who need to know more about Open Science, or need to develop strategies and skills for implementing Open Science practices in their daily workflows. Here you will find a growing collection of training materials..."
Open Science Training materials Resources and courses
"Ontotext – A Semantic Technology Company"
Open data Knowledge grpah Content classification Semantic tagging
"AWARDED TOP 75 DATA SCIENCE BLOG"
Data Science Machine Learning Resources
"...collection of 10 free top notch courses will allow you to do just that, with something for every approach to learning NLP and its varied topics."
Data Science Natural Language Processing NLP
"...Great resource that goes along with the STAT 545 course at the University of British Columbia. This is well organized and comprehensive."
Data Science R Data Exploration
"...introduce you to a wide range of encoding options from the Category Encoders package for use with scikit-learn in Python."
Machine Learning Category Encoder Category Data
Related resources
Dealing with categorical features in machine learning
Tools & Libraries
"...an interactive visualization library that targets modern web browsers for presentation..."
Python Visualization
A list of Python tools/modules/tricks for Data Scientists
Python