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How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch

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Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

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Recurrent neural networks: building a custom LSTM cell

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Data preprocessing for deep learning: Tips and tricks to optimize your data pipeline using Tensorflow
How to learn Deep Learning in 2020

How to learn Deep Learning in 2020

Are you looking for a place to learn Deep Learning? In this collection of resources , you will find the most popular Deep Learning architectures and models used in Computer Vision, NLP and Reinforcement Learning

on Mar 29, 2020

Deep Learning Algorithms - The Complete Guide

Deep Learning Algorithms - The Complete Guide
The Best Machine Learning books to learn AI

The Best Machine Learning books to learn AI
Best Artificial Intelligence books to read

Best Artificial Intelligence books to read
Top 10 courses to learn Machine and Deep Learning (2020)

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

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Articles topics
GANs in computer vision - Introduction to generative learning
Generative Learning

GANs in computer vision - Introduction to generative learning

on

Deep Learning Algorithms - The Complete Guide
Education

Deep Learning Algorithms - The Complete Guide

on

Trust Region and Proximal policy optimization (TRPO and PPO)
Reinforcement Learning

Trust Region and Proximal policy optimization (TRPO and PPO)

on

Latest Articles
How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch

How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch

Building a custom training loop in Tensorflow and Python with checkpoints and Tensorboards visualizations
Sep 24, 2020 Software
Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM? What are the equations of GRU really mean? How to build a GRU cell in Pytorch?
Sep 17, 2020 RNN
Recurrent neural networks: building a custom LSTM cell

Recurrent neural networks: building a custom LSTM cell

Are you interested to see how recurrent networks process sequences under the hood? That’s what this article is all about. We are going to inspect and build our own custom LSTM model. Moreover, we make some comparisons between recurrent and convolutional modules, to maximize our understanding.
Sep 10, 2020 RNN
Data preprocessing for deep learning: Tips and tricks to optimize your data pipeline using Tensorflow

Data preprocessing for deep learning: Tips and tricks to optimize your data pipeline using Tensorflow

How to optimize the data processing pipeline using batching, prefetching, streaming, caching and iterators
Sep 03, 2020 Software
Self-supervised representation learning on videos

Self-supervised representation learning on videos

In this article, we dive into the state-of-the-art methods on self-supervised representation learning in computer vision, by carefully reviewing the fundamentals concepts of self-supervision on learning video representations.
Jul 30, 2020 Computer Vision
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Intuitive Explanation of Skip Connections in Deep Learning 

Intuitive Explanation of Skip Connections in Deep Learning 
Graph Neural Networks - An overview

Graph Neural Networks - An overview
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