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

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

tinisinghee ,

Fantastic effort

Love how a content this hard has been explained!! A+ for visualization effort. I hope you could get something similar for statistics

Lcat57 ,

Loving this podcast!

I am working on an MS in Data Science and this semester I’m taking Machine Learning. I listen to this during my daily commute, and it is so helpful. It is very well organized and full of great info and resources. I’m so glad I found it. Thank you so much for putting this together!

Likesalot ,

Nice intro

Good intro into the topic.

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