artificial intelligence

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:...

OpenAI reveals who’s winning with AI at work

Good morning, AI enthusiasts. OpenAI's first-ever enterprise report is out, and one stat stands out: 75% of staff say they're now handling tasks they literally couldn't do before.With AI unlocking entirely latest capabilities across...

Optimizing PyTorch Model Inference on CPU

grows, so does the criticality of optimizing their runtime performance. While the degree to which AI models will outperform human intelligence stays a heated topic of debate, their need for powerful and expensive...

The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel

with Decision Trees, each for Regression and Classification, we are going to proceed to make use of the principle of Decision Trees today. And this time, we're in unsupervised learning, so there aren't any...

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