Posts by Ankit Choudhary

Overview Presenting the top five winning solutions and approaches from the AmExpert 2019 hackathon The problem statement was from the retail industry and geared …

Overview Here’s a unique data science challenge we don’t come across often – a marketing analytics hackathon! We bring you the top 3 inspiring …

Overview Interpretable machine learning is a critical concept every data scientist should be aware of How can you build interpretable machine learning models? This …

Overview Hackathons are a wonderful opportunity to gauge your data science knowledge and compete to win lucrative prizes and job opportunities Here are the …

Learn what is deep Q-learning, how it relates to deep reinforcement learning, and then build your very first deep Q-learning model using Python!

Analytics Vidhya DataHack platform will now have more hackathons problems from past open as practice problem. You can now continue to learn on them

In this article, learn how the algorithm behind DeepMind’s popular AlphaGo and AlphaGo Zero programs works – Monte Carlo Tree Search.

This detailed article covers an introduction to the Monte Carlo Method of learning using the popular OpenAI Gym library – with Python implementation!

The multi-armed bandit problem is a popular one. Here’s a refreshing take on how to solve it using reinforcement learning techniques in Python.

This article covers the basic concepts of Dynamic Programming (DP) required to master the world of reinforcement learning.