Teaches the high level fundamentals of machine learning and artificial intelligence. I teach basic intuition, algorithms, and math. I discuss languages and frameworks, deep learning, and more. Audio may seem inferior, but it's a great supplement during exercise/commute/chores. Where your other resources provide the machine learning trees, I provide the forest. Consider me your syllabus. At the end of every episode I provide high-quality curated resources for learning each episode’s details.
030 New Series: Machine Learning Applied
MLG: I'm rebooting this series to fix mistakes & add more shallows (Bayesian methods, Tree methods, etc). I'm adding Patreon rewards, including access to a new podcast series: Machine Learning Applied, discussing applied/practical 10-20m frequent episodes.
ocdevel.com/mlg/30 for notes and resources
029 Reinforcement Learning Intro
Introduction to reinforcement learning concepts.
ocdevel.com/mlg/29 for notes and resources.
028 Hyperparameters 2
Hyperparameters part 2: hyper-search, regularization, SGD optimizers, scaling.
ocdevel.com/mlg/28 for notes and resources
027 Hyperparameters 1
Hyperparameters part 1: network architecture.
ocdevel.com/mlg/27 for notes and resources
026 Project Bitcoin Trader
Community project & intro to Bitcoin/crypto + trading.
ocdevel.com/mlg/26 for notes and resources
025 Convolutional Neural Networks
Convnets or CNNs. Filters, feature maps, window/stride/padding, max-pooling.
ocdevel.com/mlg/25 for notes and resources
Customer ReviewsSee All
Best clear explanation of ML I’ve seen
I really appreciate how he explains the concepts using everyday language and then very quickly transitions into industry vocabulary, making ML easy(ish) to understand. Great podcast!
Great resource for Data Science and Machine Learning!
This is an amazing podcast series to complement any other learning on the subject that you may do.
Surprisingly comprehensive and solid content. You may still need to get your hands dirty coding but you will have a lay of the land and be at lot less confused when you dive into this topic.
Thanks so much!
One of the Best Educational Material on complex subject
My favorite podcast and I can also call educational material I have come across in this world of so much online content. The approach, perspective, pace, explaining complex topic every thing is 5 star. Highly recommended for anyone who want to understand or start Machine Learning Education.