Cows, Camels, and the Human Brain - ML 182

Cows, Camels, and the Human Brain - ML 182

What do cows and camels have to do with the human brain? The latest developments in machine learning, of course! In this episode, Michael and Ben dive into a new white paper from Facebook AI researchers that reveals a LOT about the future of modeling. They discuss “cows and camels”, the question of predictive vs causal modeling, and how algorithms are getting scary good at emulating the human brain these days.
In This Episode
Why Facebook’s new research is VERY exciting for AI learning and causality (but what does it have to do with cows and camels?)
The answer to “Is predictive or causal modeling more accurate?” (and why it’s not the best question to ask)
Not sure if you need machine learning or just plain data modeling? Michael lays it out for you
What algorithms are learning about human behavior to accurately emulate the human brain in 2022 and beyond


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Transformers and Attention in Machine Learning ft. Ekrem Aksoy - ML 039

Transformers and Attention in Machine Learning ft. Ekrem Aksoy - ML 039

Ekrem Aksoy joins the adventure to discuss transformers and the method of helping Machine Learning algorithms focus on the important parts of an image to determine what to do. Panel Ben WilsonCh...

29 Heinä 20211h 1min

Mentorship in Machine Learning - ML 038

Mentorship in Machine Learning - ML 038

Ben Wilson explains the recent developments at DataBricks with their Machine Learning mentorship program for some of their experts. He talks about his approach to helping the Data Scientists and Devel...

22 Heinä 20211h 5min

Productionized Machine Learning Engineers featuring Laszlo Sragner - ML 037

Productionized Machine Learning Engineers featuring Laszlo Sragner - ML 037

Laszlo Sragner joins the adventure to discuss how to make your machine learning approach production ready. The discussion ranges through code quality and how to build and manage your models to keep th...

13 Heinä 202159min

Data Pipelines with Metaflow featuring Ville Tuulos - ML 036

Data Pipelines with Metaflow featuring Ville Tuulos - ML 036

Ville Tuulos is a former Netflix data scientist and engineer who now helps people manage their data pipelines. He's the author of Effective Data Science Infrastructure from Manning publishing and the ...

8 Heinä 202155min

Machine Learning: More than Just an Algorithm - ML 035

Machine Learning: More than Just an Algorithm - ML 035

The conversation starts out asking what’s coming down the pipeline for the Machine Learning community. Ben explains why it’s hard to predict and leads the conversation into what the challenges really ...

1 Heinä 202152min

How to Get Started in Machine Learning - ML 034

How to Get Started in Machine Learning - ML 034

In this episode, Ben, Francois and Chuck talk about the skills and knowledge that will help you get started with machine learning. Ben outlines 3 different things that will get you started faster than...

24 Kesä 202151min

Scaling video processing with Deep Learning - ML 033

Scaling video processing with Deep Learning - ML 033

In this episode we talk with Serhii Maksymenko about how to scale video processing with DL frameworks. From buffered asynchronous processing to how to get started with projects of this complexity, Ser...

17 Kesä 202153min

The 3 Essentials for Successful Job Outcomes - BONUS

The 3 Essentials for Successful Job Outcomes - BONUS

Chuck dives into the 3 essentials for getting the next successful outcome you want in your career. Whether that's something simple like a raise or something more complex like going freelance, you can ...

4 Kesä 202135min

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