Gurpreet's AI Blog

Articles

Creating Conda Environment


Object Detection using Mask R-CNN


AI Engineering: 11 Foundational Practices


Explainable Artificial Intelligence (XAI) and Verification of Deep Neural Networks


Kalman Filters


Core Deep Learning Models - MLPs, CNNs, and RNNs


Real-Time Object Detection with pre-trained YOLOv3 and OpenCV


Artificial Intelligence Cheatsheet


Machine Learning Engineer Cheatsheet


DeepMind x UCL | Deep Learning Lecture 1-12 Notes 2020


Value Iteration - Dynamic Programming Approach - Deep Reinforcement Learning Series


Policy Iteration - Dynamic Programming Approach - Deep Reinforcement Learning Series


Iterative Policy Evaluation - Dynamic Programming Approach - Deep Reinforcement Learning Series


Common Approaches in Reinforcement Learning - Deep Reinforcement Learning Series


Deep Reinforcement Learning Environment on Ubuntu 18.04 - Deep Reinforcement Learning Series


Action/State Value Functions, Bellman Equations, Optimal Action/State Value Functions - Deep Reinforcement Learning Series


Markov Decision Processes (MDPs) - Deep Reinforcement Learning Series


Introduction to Deep Reinforcement Learning - Deep Reinforcement Learning Series


Uninformed search strategies - Depth-first search (DFS), Breadth-first search (BFS)


Probability and Statistics Review for Artificial Intelligence, Machine Learning, Deep Learning


Linear Algebra Review for Artificial Intelligence, Machine Learning, Deep Learning