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

anil avvaru ,

Best machine learning guide, thanks a lot for everything.

I recommend all the beginner to go through these episodes while driving etc.

p_darshi ,

Best place to start learning ML

The author gives the best overview of a complex topic. Also makes a very complex topic easy to understand. His visualisation powers are great, makes you understand topics by helping you create a picture in mind.

~bebo~94 ,

The best source for ML

You are really genius. I have learnt so many new things in ML after listening to your podcasts. This is the best entertainment for me while I’m working ! Thanks a lot for posting cool stuff. Keep posting more podcasts. 🙌👍

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