python

Kepler’s Mars Orbit Analysis with Python Notebooks & AI-Assisted Coding

Johannes Kepler’s analysis of Mars’ orbit stands as one of the greatest achievements in scientific history, revealing the elliptical nature of planetary paths and establishing the foundational laws of planetary motion. In this post, you will explore how you can recreate Kepler’s revolutionary findings using Python’s robust data science ecosystem.

Testing a Small Query Language in Python with Hypothesis

Hypothesis is an implementation of Property-based testing for Python, similar to QuickCheck in Haskell/Erlang and test.check in Clojure (among others). Basically, it allows the programmer to formulate invariants about their programs, and have an automated system attempt to generate counter-examples that invalidates them.

A neural network scoring engine in PL/SQL for recognizing handwritten digits

Topic: In this post, you will find an example of how to build and deploy a basic artificial neural network scoring engine using PL/SQL.

Integrating Hadoop and Elasticsearch – Part 2 – Writing to and Querying Elasticsearch from Apache Spark

Introduction

In the part 2 of 'Integrating Hadoop and Elasticsearch' blogpost series we look at bridging Apache Spark and Elasticsearch. I assume that you have access to Hadoop and Elasticsearch clusters and you are faced with the challenge of bridging these two distributed systems. As spark code can be written in scala, python and java, we look at the setup, configuration and code snippets across all these three languages both in batch and interactively.

Subscribe to python