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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!


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Latest Issues

Recent posts by this newsletter. Browse the email archive.

How to Scale LLM Inference

Scaling LLM inference means that we are able to handle a high number of inference requests while keeping the models large, the latency low, and the throughput high! Not an easy task! There are many techniques to do so, but we are going to f...

6 days ago

How To Get a Job in Machine Learning!

The Different Machine Learning Jobs Transitioning to a Machine Learning job What hiring managers care about on the resume Defining the type of engineer you are Structuring your resume Where can you get a job in machine learning Preparing fo...

20 days ago

You Cannot Build Large Data Projects Until You Learn Data Version Control!

The underappreciated, yet critical, skill that most data scientists overlook.

a month ago

Training a Deep Q-Network to Play Video Games

What is Reinforcement Learning The Bellman Equation Deep Q-Networks The Gymnasium Package Implementing a Deep Q-Network to play Pong Training on AWS What is Reinforcement Learning Reinforcement Learning considers all the possible paths and ...

a month ago


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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