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The AiEdge Newsletter

Damien Benveniste

A newsletter for continuous learning about Machine Learning applications, Machine Learning System Design, MLOps, the latest techniques and news. Subscribe and receive a free Machine Learning book PDF!

Platform
Substack
PricingFreemiumPublishesTwice weekly
Issues159SubscribersRead newsletter.theaiedge.io

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Introduction to Machine Learning System Design!

Machine Learning System Design is one of my favorite aspects of Machine Learning. We start with a business idea, a product ideation to deduce a whole set of technical requirements to build that product. I want to give you my framework, my p...

22 days ago
30
1

Understanding How LoRA Adapters Work!

LoRA Adapters are, to me, one of the smartest strategies used in Machine Learning in recent years! LoRA came as a very natural strategy for fine-tuning models. In my opinion, if you want to work with large language models, knowing how to fi...

a month ago
20
0

The Backpropagation Algorithm!

The backpropagation algorithm is the heart of deep learning! That is the core reason why we can have those advanced models like LLMs.

a month ago
15
1

Understanding The Computational Graph in Neural Networks

Do you know what is this computational graph used by deep learning frameworks like TensorFlow or PyTorch? The whole logic behind how neural networks function is the back-propagation algorithm. This algorithm allows to update the weights of ...

a month ago
13
0

Authors

The writers behind this newsletter.

  • Damien Benveniste

    I specialize in building large scale end to end Machine Learning capabilities. After a PhD in Physics, I have been a Data Scientist, ML Engineer and Software Engineer for the past 10 years. Until recently, I was a Machine Learning Tech Lead at Meta. more

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