AI Summer

Decrypt Generative Adversarial Networks (GAN)

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

Deep learning in medical imaging - 3D medical image seg...

The basic MRI foundations are presented for tensor representation, as well as th...

How to learn Deep Learning in 2020

Are you looking for a place to learn Deep Learning? In this collection of resour...

Intuitive Explanation of Skip Connections in Deep Learning

What are skip connections, why we need them and how they are applied to architec...

Human Pose Estimation

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

Deep Learning Algorithms - The Complete Guide

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

The Best Machine Learning books to learn AI

Machine Learning books - The ultimate list

Best Artificial Intelligence books to read

Artificial Intelligence and Machine Learning non fiction books - The ultimate list

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

Machine Leaning Courses - The ultimate list

How to get hired as a Machine Learning Engineer

7 steps to land a Machine Learning Engineer Job

Graph Neural Networks - An overview

How Neural Networks can be used in graph data

Localization and Object Detection with Deep Learning

Explain RCNN, Fast RCNN and Faster RCNN

Semantic Segmentation in the era of Neural Networks

Semantic segmentation with deep learning

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

Trust Region policy optimization vs Proximal policy optimization

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

Actor critics, A2C, A3C

Unravel Policy Gradients and REINFORCE

Explore Policy-based methods and dive into policy gradients

Q-targets, Double DQN and Dueling DQN

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

Deep Q Learning and Deep Q Networks

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

The secrets behind Reinforcement Learning

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

YOLO - You only look once (Single shot detectors)

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

Logging and Debugging in Machine Learning - How to use ...

A guide on how to debug machine learning code and how to use logs to catch error...

Understanding coordinate systems and DICOM for deep lea...

Multiple introductory concepts regarding deep learning in medical imaging, such ...

Data preprocessing for deep learning: How to build an e...

How to develop high performance input pipelines in Tensorflow using the ETL patt...

Self-supervised representation learning on videos

In this article, we dive into the state-of-the-art methods on self-supervised re...

This site uses cookies. By continuing to browse the site you are agreeing to our use of cookies.