Data Science

Reinforcement Learning: Optimal Blackjack Strategies

Simulating Blackjack games to learn the optimal…

Intuition Behind Probabilities From Supervised Learning

Understanding the underlying principles, going…

Probabilistic Generative Models — A worked example

Introduction

How I Went from Engineer to Data Scientist

I. INTRODUCTION

Singular Value Decomposition — Explained step by step with code

What it is intuitively, with numbers…

80% of Data Scientists supposedly hold a Master’s/PhD — Is It Fair As A Minimum Requirement?

Reinforcement Learning: Implementing TD(λ) with function approximation

A unicorn of an algorithm…

6 Established RL Models — 1 min Each

DQN | PPO | A2C | DDPG | TD3 | SAC  —  Intuition For…

In-The-Money Kaggle Gold — What It Brought Me?

Just a realization; nothing towards career

What Is Noise (In Data Science)?

From the Data Science and Engineering perspective