KDnuggets 16:n42: Python Machine Learning Open Source Projects; Facebook Groups for Big Data & Data Science

Features

• New Poll: Industries / Fields where you applied Analytics, Data Mining, Data Science in 2016?
• Top 20 Python Machine Learning Open Source Projects, updated
• Top 10 Facebook Groups for Big Data, Data Science, and Machine Learning
• Combining Different Methods to Create Advanced Time Series Prediction
• Tips for Beginner Machine Learning/Data Scientists Feeling Overwhelmed
• Continuous improvement for IoT through AI / Continuous learning
• Linear Regression, Least Squares & Matrix Multiplication: A Concise Technical Overview
• Cartoon: Thanksgiving, Big Data, and Turkey Data Science.
• Introduction to Machine Learning for Developers

 Software

• RCloud - DevOps for Data Science
• iSight Cloud - Lightning fast visualizations on large data sets
• The Experience of Being a High-Performing Data Scientist
• Data Exploration in Preparation for Modeling

 Tutorials, Overviews, How-Tos

• Machine Learning vs Statistics
• Deep Learning Research Review: Reinforcement Learning
• Implementing a CNN for Human Activity Recognition in Tensorflow
• Deep Learning Reading Group: Skip-Thought Vectors

  Opinions

• Why We Need Data Science
• 10 Tips to Improve your Data Science Interview
• Predictive Science vs Data Science
• Ethical Implications Of Industrialized Analytics
• Neighbors Know Best: (Re) Classifying an Underappreciated Beer
• Analytics help app developer conceive of new possibilities
• Top Data Scientist Daniel Tunkelang on Data Recycling
• How to Make Your Database 200x Faster Without Having to Pay More
• Data Avengers… Assemble!
• NEW: 6 Hot Career Prospects in Data Science Industry Today
• Questions To Ask When Moving Machine Learning From Practice to Production
• The Foundations of Algorithmic Bias

  News

• Top Stories, Nov 21-27: Top 20 Python Machine Learning Open Source Projects; Continuous Improvement for IoT
• Top Stories, Nov 14-20: How Bayesian Inference Works; Data Science and Big Data, Explained; Advanced Time Series Prediction
• arXiv Paper Spotlight: Stealing Machine Learning Models via Prediction APIs
• KDD 2016: Watch Talks by Top Data Science Researchers

  Webcasts and Webinars

• Webinar: Predictive Analytics: Failure to Launch [Dec 14]

 Courses

• Predictive Analytics.
• Max Results. Min Time.
• Beyond the Dashboard, MS in Applied Data Science
• Process Mining: Where Data Science and Process Science Meet
• Why Fluid Intelligence Makes You a Better Data Scientist

Read the rest on KDnuggets:

16:n42: Python Machine Learning Open Source Projects; Facebook Groups for Big Data & Data Science

https://www.kdnuggets.com/2016/n42.html