Posts

Speech Recognition: a review of the different deep lear...

Explore the most popular deep learning architecture to perform automatic speech ...

Grokking self-supervised (representation) learning: how...

A general perspective on understanding self-supervised representation learning m...

A complete Weights and Biases tutorial

Learn about the Weights and Biases library with a hands-on tutorial on the diffe...

Top Resources to start with Computer Vision and Deep Le...

A curated list of the best courses, books and blog to learn computer vision with...

A complete Hugging Face tutorial: how to build and trai...

Learn about the Hugging Face ecosystem with a hands-on tutorial on the datasets ...

Regularization techniques for training deep neural netw...

Discover what is regularization, why it is necessary in deep neural networks and...

An introduction to Recommendation Systems: an overview ...

Learn about the SOTA recommender system models. From collaborative filtering and...

Speech synthesis: A review of the best text to speech a...

Explore the most popular deep learning models to perform text to speech (TTS) sy...

Tensorflow Extended (TFX) in action: build a production...

A tutorial on how to get started with Tensorflow Extended and how to design and ...

An overview of Unet architectures for semantic segmenta...

Learn everything about one of the most famous convolutional neural network archi...

How Graph Neural Networks (GNN) work: introduction to g...

Start with Graph Neural Networks from zero and implement a graph convolutional l...

Self-supervised learning tutorial: Implementing SimCLR ...

Learn how to implement the infamous contrastive self-supervised learning method ...

Vision Language models: towards multi-modal deep learning

A review of state of the art vision-language models such as CLIP, DALLE, ALIGN a...

Understanding Maximum Likelihood Estimation in Supervis...

This article demystifies the ML learning modeling process under the prism of sta...

Neural Architecture Search (NAS): basic principles and ...

Explore what is neural architecture search, compare the most popular,SOTA method...

Best AI and Deep learning books to read in 2022

A list of the top books to learn deep learning divided into four distinct catego...

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