Archive

2024 Jun

• AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

2023 Jul

• Android in the Wild: A Large-Scale Dataset for Android Device Control

2020 Feb

• How to deploy interpretable models on Google Cloud Platform

2019 Aug

• How to quickly solve machine learning forecasting problems using Pandas and BigQuery

2019 Mar

• How to train Boosted Trees models in TensorFlow

2018 Dec

• Reinforcement Learning on Google Cloud

2018 Jul

• How to normalize features in TensorFlow

2018 Jun

• Logistic Regression from scratch (and how to make it nonlinear)

2018 May

• How to train Machine Learning models in the cloud using Cloud ML Engine

2018 Feb

• Batch Normalization with TensorFlow and tf.keras to train deep neural networks faster

2017 Sep

• Automated Machine Learning: Deploying AutoML to the Cloud

2017 Jul

• sql_magic: Jupyter Magic for Apache Spark and SQL databases

2017 Apr

• Pivotal Insights Podcast: Data Science and Sports

2017 Mar

• How Curry Ball Will Impact March Madness Brackets.

2017 Feb

• Using Apache Spark to Analyze the NBA.

2017 Jan

• How To: Scaling a Machine Learning Model Using Pivotal Cloud Foundry.

2016 Sep

• Data Science How-To: Text Analytics-as-a-Service.
• Data Science-Powered Apps for the Internet of Things

2016 Mar

• Scoring-as-a-Service To Operationalize Algorithms For Real-time.

2014 Nov

• Speech recognition using dynamic time warping.