Machine Learning Interview: Sampling and dataset generation

68 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1)If you have […]

Walk-forward optimization for algorithmic trading strategies on cloud architecture

11 mins read Table of Contents: Introduction Terminology Walk-forward Optimization Design of walk-forwards The Architecture Configuring cloud machines using Ansible Docker Swarm Optimization […]

Sampling from a multivariate Gaussian (Normal) distribution with Python code

3 mins read Multivariate Gaussian distribution is a fundamental concept in statistics and machine learning that finds applications in various fields, including data […]

Steps to Deploy Django with Postgres, Nginx, and Gunicorn on Ubuntu 18.04

6 mins read In this guide, I will go through all the steps to create a VPS, secure it and deploy a Django […]

Inverse CDF Transform Sampling

6 mins read Overview Inverse transform sampling is a method for generating random numbers from any probability distribution by using its inverse cumulative […]