From Data Science Bookcamp by Leonard Apeltsin — This 3-part article series covers: Clustering data by centrality Clustering data by density Trade-offs between clustering algorithms Executing clustering using the scikit-learn library Iterating over clusters using Pandas Take 35% off Data Science Bookcamp by entering fccapeltsin into the discount code box at checkout at manning.com. In case you missed…

From Data Science Bookcamp by Leonard Apeltsin — This 3-part article series covers: Clustering data by centrality Clustering data by density Trade-offs between clustering algorithms Executing clustering using the scikit-learn library Iterating over clusters using Pandas Take 35% off Data Science Bookcamp by entering fccapeltsin into the discount code box at checkout at manning.com. In case you missed…

From Data Science Bookcamp by Leonard Apeltsin — This 3-part article series covers: Clustering data by centrality Clustering data by density Trade-offs between clustering algorithms Executing clustering using the scikit-learn library Iterating over clusters using Pandas Take 35% off Data Science Bookcamp by entering fccapeltsin into the discount code box at checkout at manning.com. Clustering is the process…

From Distributed Machine Learning Patterns by Yuan Tang — In this article, we introduce the collective communication pattern, which is a great alternative to parameter servers when the machine learning model we are building is not too large without having to tune the ratio between the number of workers and parameter servers. Take 35% off Distributed Machine Learning Patterns…

From Unity in Action, Third Edition by Joe Hocking — Take 35% off Unity in Action, Third Edition by entering fcchocking3 into the discount code box at checkout at manning.com. You might be used to working with 3D graphics, but you can also work with 2D graphics in Unity. In this article, you’ll learn by building a 2D game. You’re…

From Python Concurrency with asyncio by Matthew Fowler — This article shows how you might make your first application that leverages asyncio. Take 40% off Python Concurrency with asyncio by entering fccfowler into the discount code box at checkout at manning.com. An echo server on the asyncio event loop Working with select is a bit too low level for most applications. We may want to have code…

From Akka in Action, Second Edition by Francisco Lopez-Sancho Abraham — This article discusses messaging in Akka and its new typed actors. Take 35% off Akka in Action, Second Edition by entering fccabraham2 into the discount code box at checkout at manning.com. Let’s start from the beginning. Long ago, the Fathers of the Actor Model gave three abilities to Akka’s Actors: …

From Data Analysis with Python and PySpark by Jonathan Rioux — This article covers · Using pandas Series UDF to accelerate column transformation compared to Python UDF. · Addressing the cold start of some UDF using Iterator of Series UDF. Take 37% off Data Analysis with Python and PySpark by entering fccrioux into the discount code box at checkout at manning.com. UDF on grouped data: aggregate and apply

From Data Analysis with Python and PySpark by Jonathan Rioux — This article covers · Using pandas Series UDF to accelerate column transformation compared to Python UDF. · Addressing the cold start of some UDF using Iterator of Series UDF. Take 37% off Data Analysis with Python and PySpark by entering fccrioux into the discount code box at checkout at manning.com. …