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Course EdX - R for Data Science

July 18, 2017

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Resources for Deep Machine Learning

Big Pictures source: scikit-learn algorithm cheat-sheet Guide A Guide to Deep Learning by YerevaNN Tutorials Official Tensorflow Tutorials (python) prettytensor Learn Tensorflow and deep learning w/o a PhD Hvass Laboratories on tensorflow https://github.com/tensorflow/tensorflow/issues/5036 TensorFlow Examples (python) TFLearn Examples GitHub Deep Learning for Java Tutorials (java) Keras Sequential Model Learning Deep Learning with Keras Introduction to Deep Neural Networks with Keras and Tensorflow Keras Tutorial: The Ultimate Beginner’s Guide to Deep Learning in Python Keras Tutorial: Deep Learning in Python by DataCamp Top 10 IPython Notebook Tutorials for Data Science and Machine Learning Courses Practical Deep Learning For Coders by Jeremy Howard GitHub Forum Wiki Coursera Machine Learning class by Andrew Ng Stanford CS224d: Deep Learning for Natural Language Processing ...

Course - EdX - DAT202.3x - Implementing Predictive Analytics with Spark in Azure HDInsight

Implementing Predictive Analytics with Spark in Azure HDInsight This course is part of the Microsoft Professional Program Certificate in Data Science. will start on Jul 1, 2017, and it is scheduled to end on Sep 30, 2017 at 23:59 UTC. What you will learn: Using Spark to explore data and prepare for modeling Build supervised machine learning models Evaluate and optimize models Build recommenders and unsupervised machine learning models Further Action Item - Learn and use Spark - https://spark.apache.org/docs/latest/quick-start.html Overview of data science using Spark on Azure HDInsight Sample Dataset Further Reading The lessons in this module have provided you with an introduction to Spark in Azure HDInsight, and should help you get started with Spark clusters. Use the following resources to learn more about working with Spark: Documentation for Microsoft Azure HDInsight, including Spark clusters, is at https://azure.mic...

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Course EdX - R for Data Science

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