AI Summer

Deep Q Learning and Deep Q Networks

Deep Q Learning and Deep Q Networks

Jun 26, 2025 0

Learn what Q Learning is and build a Deep Q Network to play games

The secrets behind Reinforcement Learning

The secrets behind Reinforcement Learning

Jun 26, 2025 0

The central idea behind reinforcement learning and an overview of its algorithms

Decrypt Generative Adversarial Networks (GAN)

Decrypt Generative Adversarial Networks (GAN)

Jun 26, 2025 0

What's the difference of generative and discriminative models and what is a GAN

How to Generate Images using Autoencoders

How to Generate Images using Autoencoders

Jun 26, 2025 0

Learn what autoencoders are and build one to generate new images

Trust Region and Proximal policy optimization (TRPO and PPO)

Trust Region and Proximal policy optimization (TRPO and...

Jun 26, 2025 0

Trust Region policy optimization vs Proximal policy optimization

The idea behind Actor-Critics and how A2C and A3C improve them

The idea behind Actor-Critics and how A2C and A3C impro...

Jun 26, 2025 0

Actor critics, A2C, A3C

Unravel Policy Gradients and REINFORCE

Unravel Policy Gradients and REINFORCE

Jun 26, 2025 0

Explore Policy-based methods and dive into policy gradients

Q-targets, Double DQN and Dueling DQN

Q-targets, Double DQN and Dueling DQN

Jun 26, 2025 0

Fixed Q-targets, Double DQN, Dueling DQN, Prioritized Replay

Top 10 courses to learn Machine and Deep Learning (2020)

Top 10 courses to learn Machine and Deep Learning (2020)

Jun 26, 2025 0

Machine Leaning Courses - The ultimate list

How to get hired as a Machine Learning Engineer

How to get hired as a Machine Learning Engineer

Jun 26, 2025 0

7 steps to land a Machine Learning Engineer Job

Graph Neural Networks - An overview

Graph Neural Networks - An overview

Jun 26, 2025 0

How Neural Networks can be used in graph data

YOLO - You only look once (Single shot detectors)

YOLO - You only look once (Single shot detectors)

Jun 26, 2025 0

Single shot detectors and how YOLO is used for object detection and localization

Localization and Object Detection with Deep Learning

Localization and Object Detection with Deep Learning

Jun 26, 2025 0

Explain RCNN, Fast RCNN and Faster RCNN

Semantic Segmentation in the era of Neural Networks

Semantic Segmentation in the era of Neural Networks

Jun 26, 2025 0

Semantic segmentation with deep learning

Human Pose Estimation

Human Pose Estimation

Jun 26, 2025 0

An overview of the most popular models for performing 2D or 3D Human Pose Estima...

Deep Learning Algorithms - The Complete Guide

Deep Learning Algorithms - The Complete Guide

Jun 26, 2025 0

All the essential Deep Learning Algorithms you need to know including models use...

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