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Practical AI: Machine Learning, Data Science, LLM

Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a sho

Episodes

Total: 298

We are at GenAI saturation, so let’s talk about scikit-learn, a long time favorite for data scientis

It can be frustrating to get an AI application working amazingly well 80% of the time and failing mi

This week, Chris is joined by Gregory Richardson, Vice President and Global Advisory CISO at BlackBe

Elham Tabassi, the Chief AI Advisor at the U.S. National Institute of Standards & Technology (NI

We are on the other side of “big data” hype, but what is the future of analytics and how does AI fit

Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these

As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid,

Seems like we are hearing a lot about GraphRAG these days, but there are lots of questions: what is

Recently the company stewarding the open source library scikit-learn announced their seed funding. A

Dinis Cruz drops by to chat about cybersecurity for generative AI and large language models. In add

AI is more than GenAI

2024/9/5

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this epis

How do you systematically measure, optimize, and improve the performance of LLM applications (like t

Threat modeling LLM apps

2024/8/22

If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSe

Only as good as the data

2024/8/14

You might have heard that “AI is only as good as the data.” What does that mean and what data are we

There is an increasing desire for and effort towards GPU alternatives for AI workloads and an abilit

We discussed “🥦 Broccoli AI” a couple weeks ago, which is the kind of AI that is actually good/heal

This week Daniel & Chris hang with repeat guest and good friend Demetrios Brinkmann of the MLOps

In the midst of the demos & discussion about OpenAI’s GPT-4o voice assistant, Kyutai swooped in

Vectoring in on Pinecone

2024/7/10

Daniel & Chris explore the advantages of vector databases with Roie Schwaber-Cohen of Pinecone.