Satwik Kansal

7b4057cbcec59a7c25ef7171bd0421b0

LinkedIn Twitter
Kjnxxe8trgua1vavuqsp

Identifying bottlenecks and optimizing performance in a Python codebase

BY Satwik Kansal

Optimizing performance in Python What does "Optimizing" code mean anyway? The term "optimization" can apply to a broad level of metrics. But two general metrics of most interest are; CPU performance (execution time) and memory footprint. For this post, you can think of an optimized code as the one which ...

Read More →

 
Kuiejebquy7jgitklv3h

Distributed Machine Learning With PySpark

BY Satwik Kansal

Spark is known as a fast general-purpose cluster-computing framework for processing big data. In this post, we’re going to cover how Spark works under the hood and the things you need to know to be able to effectively perform distributing machine learning using pyspark. The post assumes basic familiarity with ...

Read More →