Podcast Episodes
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Episode 47: Are you ready for AI winter? [Rebroadcast]
Episode 42
Today I am having a conversation with Filip Piękniewski, researcher working on computer vision and AI at Koh Young Research America.
His adventure w…
7 years, 7 months ago
Episode 46: why do machine learning models fail? (Part 2)
Episode 41
In this episode I continue the conversation from the previous one, about failing machine learning models.
When data scientists have access to the dis…
7 years, 8 months ago
Episode 45: why do machine learning models fail?
Episode 40
The success of a machine learning model depends on several factors and events. True generalization to data that the model has never seen before is mo…
7 years, 8 months ago
Episode 44: The predictive power of metadata
Episode 39
In this episode I don't talk about data. In fact, I talk about metadata.
While many machine learning models rely on certain amounts of data eg. text,…
7 years, 8 months ago
Episode 43: Applied Text Analysis with Python (interview with Rebecca Bilbro)
Episode 38
Today’s episode is about text analysis with python.
Python is the de facto standard in machine learning. A large community, a generous choice in the…
7 years, 8 months ago
Episode 42: Attacking deep learning models (rebroadcast)
Episode 37
Attacking deep learning models Compromising AI for fun and profit
Deep learning models have shown very promising results in computer vision and so…
7 years, 8 months ago
Episode 41: How can deep neural networks reason
Episode 36
Today’s episode will be about deep learning and reasoning. There has been a lot of discussion about the effectiveness of deep learning models and th…
7 years, 9 months ago
Episode 40: Deep learning and image compression
Episode 35
Today’s episode will be about deep learning and compression of data, and in particular compressing images. We all know how important compressing dat…
7 years, 9 months ago
Episode 39: What is L1-norm and L2-norm?
Episode 34
In this episode I explain the differences between L1 and L2 regularization that you can find in function minimization in basically any machine learni…
7 years, 9 months ago
Episode 38: Collective intelligence (Part 2)
Episode 33
In the second part of this episode I am interviewing Johannes Castner from CollectiWise, a platform for collective intelligence.
I am moving the con…
7 years, 9 months ago