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Process

PassionBytes > Blog > Process
  • May 10, 2020
  • passionbytes
  • Machine Learning

The Ultimate Duo in Distributed Computing — PrestoDB running on Spark

We discuss here how PrestoDB can be used to make Spark better by apriori unification and Spark to make PrestoDB better by resource management. PrestoDB...
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  • February 22, 2020
  • passionbytes
  • Machine Learning

Propagating Machine Learning/AI Development Environments to Production with MLFlow

Objective Python is not a strongly typed language like Java or C++. However as a language that evolved taking good amount of time and the...
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  • December 14, 2019
  • passionbytes
  • Deep Learning, Machine Learning

Online and Batch Based ML Execution from Same Python Code Preserving Pre and Post Transformation States and Affinity

Objective Evolution is an important thing in the technology world. All technologies are born out of purpose. For example, search engines were created to sort...
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  • September 19, 2019
  • passionbytes
  • Computer Vision

Building a Neural Network from Scratch

A great video presentation done at Code on the Beach 2019. Dedicated to those looking for basic understanding of Neural Networks.
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  • June 19, 2019
  • passionbytes
  • Artificial Intelligence

Adaptive Query Execution (AQE) in Spark 3 with Example : What Every Spark Programmer Must Know

SQL joins are one of the critical parts of any ETL. For wrangling or massaging data from multiple tables, one way or other you need to...
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  • April 11, 2019
  • passionbytes
  • Machine Learning

Implementing a ConnectionPool in Apache Spark’s foreachPartition(..)

I was in the middle of a project. The situation, as usual, was not good at all in terms of achieving the required performance. There are...
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Recent Posts

  • Scaling AI with Project Ray, the Successor to Spark
  • The Ultimate Duo in Distributed Computing — PrestoDB running on Spark
  • Propagating Machine Learning/AI Development Environments to Production with MLFlow
  • Online and Batch Based ML Execution from Same Python Code Preserving Pre and Post Transformation States and Affinity
  • Building a Neural Network from Scratch

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    Scaling AI with Project Ray, the Successor to Spark August 13, 2020
    The Ultimate Duo in Distributed Computing — PrestoDB running on Spark May 10, 2020
    Propagating Machine Learning/AI Development Environments to Production with MLFlow February 22, 2020
    Online and Batch Based ML Execution from Same Python Code Preserving Pre and Post Transformation States and Affinity December 14, 2019

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