Machine Learning Guide

While industry-respected credentials like Udacity Nanodegrees help build a practical portfolio for machine learning job interviews, they remain insufficient stand-alone qualifications—most roles requi...

24 Touko 201811min

Notes and resources: ocdevel.com/mlg/29 Try a walking desk to stay healthy while you study or work! Reinforcement Learning (RL) is a fundamental component of artificial intelligence, different from...

5 Helmi 201843min

Notes and resources: ocdevel.com/mlg/28 Try a walking desk to stay healthy while you study or work! More hyperparameters for optimizing neural networks. A focus on regularization, optimizers, feat...

4 Helmi 201851min

Full notes and resources at  ocdevel.com/mlg/27  Try a walking desk to stay healthy while you study or work! Hyperparameters are crucial elements in the configuration of machine learning models. Unl...

28 Tammi 201847min

Try a walking desk to stay healthy while you study or work! Ful notes and resources at ocdevel.com/mlg/26 NOTE. This episode is no longer relevant, and tforce_btc_trader no longer maintained. The c...

27 Tammi 201838min

Try a walking desk to stay healthy while you study or work! Notes and resources at  ocdevel.com/mlg/25  Filters and Feature Maps: Filters are small matrices used to detect visual features from an i...

30 Loka 201744min

Try a walking desk to stay healthy while you study or work! Notes and resources at  ocdevel.com/mlg/24  Hardware Desktop if you're stationary, as you'll get the best performance bang-for-buck and imp...

7 Loka 20171h 1min

Try a walking desk to stay healthy while you study or work! Notes and resources at  ocdevel.com/mlg/23  Neural Network Types in NLP Vanilla Neural Networks (Feedforward Networks): Used for general...

20 Elo 201743min