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Machine Learning Guide

Machine Learning Guide

OCDevel

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.

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Top 10 Machine Learning Guide Episodes

Goodpods has curated a list of the 10 best Machine Learning Guide episodes, ranked by the number of listens and likes each episode have garnered from our listeners. If you are listening to Machine Learning Guide for the first time, there's no better place to start than with one of these standout episodes. If you are a fan of the show, vote for your favorite Machine Learning Guide episode by adding your comments to the episode page.

Machine Learning Guide - MLG 017 Checkpoint

MLG 017 Checkpoint

Machine Learning Guide

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06/04/17 • 8 min

Try a walking desk while studying ML or working on your projects!

Checkpoint - learn the material offline! ocdevel.com/mlg/17 for notes and resources

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Machine Learning Guide - 023 Deep NLP 2

023 Deep NLP 2

Machine Learning Guide

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08/20/17 • 42 min

RNN review, bi-directional RNNs, LSTM & GRU cells.

ocdevel.com/mlg/23 for notes and resources

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Machine Learning Guide - 016 Consciousness

016 Consciousness

Machine Learning Guide

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05/21/17 • 73 min

Can AI be conscious?

ocdevel.com/mlg/16 for notes and resources

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Machine Learning Guide - 019 Natural Language Processing 2

019 Natural Language Processing 2

Machine Learning Guide

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07/11/17 • 65 min

Natural Language Processing classical/shallow algorithms.

ocdevel.com/mlg/19 for notes and resources

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Machine Learning Guide - 018 Natural Language Processing 1

018 Natural Language Processing 1

Machine Learning Guide

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06/26/17 • 57 min

Introduction to Natural Language Processing (NLP) topics.

ocdevel.com/mlg/18 for notes and resources

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Machine Learning Guide - 017 Checkpoint

017 Checkpoint

Machine Learning Guide

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06/04/17 • 7 min

Checkpoint - learn the material offline!

ocdevel.com/mlg/17 for notes and resources

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Machine Learning Guide - 020 Natural Language Processing 3

020 Natural Language Processing 3

Machine Learning Guide

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07/23/17 • 40 min

Natural Language Processing classical/shallow algorithms.

ocdevel.com/mlg/20 for notes and resources

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Machine Learning Guide - 014 Shallow Algos 3

014 Shallow Algos 3

Machine Learning Guide

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04/23/17 • 48 min

Speed run of Anomaly Detection, Recommenders(Content Filtering vs Collaborative Filtering), and Markov Chain Monte Carlo (MCMC).

ocdevel.com/mlg/14 for notes and resources

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Machine Learning Guide - 013 Shallow Algos 2

013 Shallow Algos 2

Machine Learning Guide

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04/09/17 • 55 min

Speed run of Support Vector Machines (SVMs) and Naive Bayes Classifier.

ocdevel.com/mlg/13 for notes and resources

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Machine Learning Guide - MLG 002 What is AI / ML

MLG 002 What is AI / ML

Machine Learning Guide

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02/09/17 • 32 min

Show notes at ocdevel.com/mlg/2. What is artificial intelligence and machine learning? What's the difference? How about compared to statistics and data science? AI history.
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FAQ

How many episodes does Machine Learning Guide have?

Machine Learning Guide currently has 84 episodes available.

What topics does Machine Learning Guide cover?

The podcast is about Learning, Courses, Intelligence, Podcasts, Technology and Education.

What is the most popular episode on Machine Learning Guide?

The episode title 'MLG 017 Checkpoint' is the most popular.

What is the average episode length on Machine Learning Guide?

The average episode length on Machine Learning Guide is 37 minutes.

How often are episodes of Machine Learning Guide released?

Episodes of Machine Learning Guide are typically released every day.

When was the first episode of Machine Learning Guide?

The first episode of Machine Learning Guide was released on Feb 1, 2017.

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