MLA 001 Degrees, Certificates, and Machine Learning Careers
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 Maj 201811min
MLG 029 Reinforcement Learning Intro
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 Feb 201843min
MLG 028 Hyperparameters 2
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 Feb 201851min
MLG 027 Hyperparameters 1
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 Jan 201847min
MLG 026 Project Bitcoin Trader
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 This episode is no longer relevant, and tforce_btc_trader no longer maintained.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 Jan 201838min
MLG 025 Convolutional Neural Networks
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 Okt 201744min
MLG 024 Tech Stack
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 Okt 20171h 1min
MLG 023 Deep NLP 2
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 Aug 201743min
