30 episodes

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.

Machine Learning Guide OCDevel

    • Technology
    • 4.9 • 634 Ratings

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

    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

    • 5 min
    029 Reinforcement Learning Intro

    029 Reinforcement Learning Intro

    Introduction to reinforcement learning concepts.
    ocdevel.com/mlg/29 for notes and resources.

    • 42 min
    028 Hyperparameters 2

    028 Hyperparameters 2

    Hyperparameters part 2: hyper-search, regularization, SGD optimizers, scaling.
    ocdevel.com/mlg/28 for notes and resources

    • 50 min
    027 Hyperparameters 1

    027 Hyperparameters 1

    Hyperparameters part 1: network architecture.
    ocdevel.com/mlg/27 for notes and resources

    • 46 min
    026 Project Bitcoin Trader

    026 Project Bitcoin Trader

    Community project & intro to Bitcoin/crypto + trading.
    ocdevel.com/mlg/26 for notes and resources

    • 38 min
    025 Convolutional Neural Networks

    025 Convolutional Neural Networks

    Convnets or CNNs. Filters, feature maps, window/stride/padding, max-pooling.
    ocdevel.com/mlg/25 for notes and resources

    • 44 min

Customer Reviews

4.9 out of 5
634 Ratings

634 Ratings

Bennett1815 ,

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!

Wunne ,

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!

NitinMahajan ,

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.

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