artificial intelligence

The Machine Learning “Advent Calendar” Day 11: Linear Regression in Excel

Regression, finally! For Day 11, I waited many days to present this model. It marks the start of a latest journey on this “Advent Calendar“. Until now, we mostly checked out models based on distances,...

Open-source AI crushes elite math exam

Good morning, AI enthusiasts. Remember when AI couldn't handle basic arithmetic? Now, a small open-source model is crushing one in every of the world’s hardest math exams.After achieving top scores within the Putnam Contest,...

Optimizing PyTorch Model Inference on AWS Graviton

AI/ML models will be an especially expensive endeavor. A lot of our posts have been focused on a wide range of suggestions, tricks, and techniques for analyzing and optimizing the runtime performance of AI/ML workloads....

The Machine Learning “Advent Calendar” Day 10: DBSCAN in Excel

of my Machine Learning “Advent Calendar”. I would really like to thanks on your support. I even have been constructing these Google Sheet files for years. They evolved little by little. But when it's...

Don’t Construct an ML Portfolio Without These Projects

A is the brand new resume — it’s what substitutes for real work experience. But immediately, your projects are either useless filler otherwise you’re simply not taking them seriously, and that’s why you’re not landing interviews. So...

Microsoft’s cancer-mapping AI

Good morning, AI enthusiasts. Advanced tumor mapping used to cost hundreds and take days of lab work. Microsoft just found out how one can do it with AI and a $10 tissue slide.With the...

The Machine Learning “Advent Calendar” Day 9: LOF in Excel

Yesterday, we worked with Isolation Forest, which is an Anomaly Detection method. Today, we have a look at one other algorithm that has the identical objective. But unlike Isolation Forest, it does construct trees. It...

Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

how I’ve built a self-hosted, end-to-end platform that provides each user a private, agentic chatbot that may autonomously search through only the files that the user explicitly allows it to access. In other words:...

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