large-scale machine learning deployment
Lessons for Large-Scale Machine Learning Deployments on Apache Spark
We are excited to announce that the third eBook in our technical blog book series, Lessons for Large-Scale Machine Learning Deployments on Apache Spark, has been released today! This eBook, the third of a series, picks up where the second book left off on the topic of advanced analytics, and jumps straight into practical tips for performance tuning and powerful integrations with other machine learning tools – including the popular deep learning framework TensorFlow and the python library scikit-learn. The second section of the book is devoted to addressing the roadblocks in developing machine learning algorithms on Apache Spark – from simple visualizations to modeling audiences with Apache Spark machine learning pipelines. As with the past eBooks, we've augmented the blogs with code examples in Databricks notebooks, which are complimentary with the eBook download. Download the eBook to get started on your next advanced analytics project today.