Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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61
Clones, commerce & campaigns

Clones, commerce & campaigns

Nov 29, 2024

Chris and Daniel dive into what Trump’s impending second term could mean for AI companies, model developers, and regulators, unpacking the potential shifts in policy and innovation. Next, they discuss...

62
scikit-learn & data science you own

scikit-learn & data science you own

Nov 19, 2024

We are at GenAI saturation, so let’s talk about scikit-learn, a long time favorite for data scientists building classifiers, time series analyzers, dimensionality reducers, and more! Scikit-learn is d...

63
Creating tested, reliable AI applications

Creating tested, reliable AI applications

Nov 13, 2024

It can be frustrating to get an AI application working amazingly well 80% of the time and failing miserably the other 20%. How can you close the gap and create something that you rely on? Chris and Da...

64
AI is changing the cybersecurity threat landscape

AI is changing the cybersecurity threat landscape

Nov 05, 2024

This week, Chris is joined by Gregory Richardson, Vice President and Global Advisory CISO at BlackBerry, and Ismael Valenzuela, Vice President of Threat Research & Intelligence at BlackBerry. They add...

65
The path towards trustworthy AI

The path towards trustworthy AI

Oct 29, 2024

Elham Tabassi, the Chief AI Advisor at the U.S. National Institute of Standards & Technology (NIST), joins Chris for an enlightening discussion about the path towards trustworthy AI. Together they exp...

66
Big data is dead, analytics is alive

Big data is dead, analytics is alive

Oct 24, 2024

We are on the other side of “big data” hype, but what is the future of analytics and how does AI fit in? Till and Adithya from MotherDuck join us to discuss why DuckDB is taking the analytics and AI w...

67
Practical workflow orchestration

Practical workflow orchestration

Oct 15, 2024

Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of ...

68
Towards high-quality (maybe synthetic) datasets

Towards high-quality (maybe synthetic) datasets

Oct 09, 2024

As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Be...

69
Understanding what's possible, doable & scalable

Understanding what's possible, doable & scalable

Oct 03, 2024

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid, but Mike Lewis, an AI architect from Cincinnati, has proven that he can consistently get LLM and Ge...

70
GraphRAG (beyond the hype)

GraphRAG (beyond the hype)

Sep 25, 2024

Seems like we are hearing a lot about GraphRAG these days, but there are lots of questions: what is it, is it hype, what is practical? One of our all time favorite podcast friends, Prashanth Rao, join...

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