2016 May Software

• Jupyter+Spark+Mesos: An “Opinionated” Docker Image - May 31, 2016.
  Check "opinionated" Docker-based stacks for Jupyter, including one to combine Jupyter and Spark right out of the gate.

  Tags: Apache Spark, Docker, IBM, Jupyter

• 5 Machine Learning Projects You Can No Longer Overlook - May 19, 2016.
  We 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.

  Tags: Data Cleaning, Deep Learning, Machine Learning, Open Source, Overlook, Pandas, Python, scikit-learn, Theano

• Spark 2.0 Preview Now on Databricks Community Edition: Easier, Faster, Smarter - May 17, 2016.
  The preview of Spark 2.0 is here, and it promises to be easier, faster, and smarter.

  Tags: Apache Spark, Databricks, SQL

• TPOT: A Python Tool for Automating Data Science - May 13, 2016.
  TPOT is an open-source Python data science automation tool, which operates by optimizing a series of feature preprocessors and models, in order to maximize cross-validation accuracy on data sets.

  Tags: Automated Data Science, Automated Machine Learning, Hyperparameter, Machine Learning, Python, scikit-learn

• Data Science and Cognitive Computing with HPE Haven OnDemand: The Simple Path to Reason and Insight - May 10, 2016.
  HPE Haven OnDemand is a diverse collection of APIs for interacting with data designed with flexibility in mind, allowing developers to quickly perform data tasks in the cloud. See why it is a simple path to reason and insight for data science and cognitive computing.

  Tags: API, Cognitive Computing, Data Science, Haven OnDemand, HPE