Machine learning audio course, teaching the fundamentals of machine learning and artificial intelligence. It covers intuition, models (shallow and deep), math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the forest. Consider MLG your syllabus, with highly-curated resources for each episode's details at ocdevel.com. Audio is a great supplement during exercise, commute, chores, etc.
https://ocdevel.com/mlg
Gesamtlänge aller Episoden: 1 day 15 hours 40 minutes
episode 24: MLG 024 Tech Stack
TensorFlow, Pandas, Numpy, Scikit-Learn, Keras, TensorForce. ocdevel.com/mlg/24 for notes and resources
episode 23: MLG 023 Deep NLP 2
RNN review, bi-directional RNNs, LSTM & GRU cells. ocdevel.com/mlg/23 for notes and resources
episode 23: MLG 023 Deep NLP 2
RNN review, bi-directional RNNs, LSTM & GRU cells. ocdevel.com/mlg/23 for notes and resources
episode 22: MLG 022 Deep NLP 1
Recurrent Neural Networks (RNNs) and Word2Vec. ocdevel.com/mlg/22 for notes and resources
episode 20: MLG 020 Natural Language Processing 3
Natural Language Processing classical/shallow algorithms. ocdevel.com/mlg/20 for notes and resources
episode 19: MLG 019 Natural Language Processing 2
Natural Language Processing classical/shallow algorithms. ocdevel.com/mlg/19 for notes and resources
episode 19: MLG 019 Natural Language Processing 2
Natural Language Processing classical/shallow algorithms. ocdevel.com/mlg/19 for notes and resources
episode 18: MLG 018 Natural Language Processing 1
Introduction to Natural Language Processing (NLP) topics. ocdevel.com/mlg/18 for notes and resources