Setting up Apache Airflow using Docker-Compose

11 mins read In this post, we will create a lightweight, standalone, and easily deployed Apache Airflow development environment in just a few […]

Understanding Expectation-Maximization (EM) algorithm with an example in Python

7 mins read Suppose we have some data sampled from two different groups, red and blue: Here, we can see which data point […]

Steps to setup PyTorch with GPU for NVIDIA GTX 960m (Asus VivoBook n552vw) in Ubuntu

3 mins read In this post, I’m gonna describe the steps I used to utilize GPU for the PyTorch Deep Learning framework on […]

Making data pipelines in Pandas using .pipe() method

13 mins read Real-life data is usually messy. It requires a lot of preprocessing to be ready for use. Pandas being one of […]

Double DQN and Dueling DQN in Reinforcement Learning

9 mins read In this article, we will see two algorithms that improve upon DQN. These are named Double DQN and Dueling DQN. But first, let’s […]