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Machine Learning Guide

MLG 022 Deep NLP 1

Machine Learning Guide

OCDevel

Artificial, Introduction, Learning, Courses, Technology, Ml, Intelligence, Ai, Machine, Education

4.9848 Ratings

🗓️ 29 July 2017

⏱️ 49 minutes

🧾️ Download transcript

Summary

Support my new podcast: Lefnire's Life Hacks

Recurrent Neural Networks (RNNs) and Word2Vec. ocdevel.com/mlg/22 for notes and resources

Transcript

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0:00.0

Welcome back to Machine Learning Guide. I'm your host, Tyler Rinelli.

0:05.0

MLG teaches the fundamentals of machine learning and artificial intelligence.

0:09.0

It covers intuition, models, math, languages, frameworks, and more.

0:13.0

Where your other machine learning resources provide the trees, I provide the forest.

0:18.0

Visual is the best primary learning modality, but audio is a great supplement during exercise commute and chores.

0:25.6

Consider MLG your syllabus with highly curated resources for each episode's details at OCdevel.com forward slash MLG.

0:35.6

I'm also starting a new podcast which could use your support. It's called

0:39.9

Lefnear's Life Hacks and teaches productivity focused tips and tricks, some which could prove

0:45.5

beneficial in your machine learning education journey. Find that at Ocdevel.com forward slash

0:51.9

LLH. This is episode 22, Deep NLP Part 1.

0:57.2

At last, we're finally here.

0:58.9

Deep Natural Language Processing.

1:00.9

It has taken us so long.

1:02.2

I apologize for that.

1:03.5

We're going to discuss recurrent neural networks, R&Ns,

1:07.0

Word Tuvec, and Word embeddings,

1:09.1

and various architecture details

1:10.7

like the LSTM, long, short-term memory, and GRU-gated recurrent unit cells.

1:17.3

After preparing for this episode, I realize indeed this is going to be a multi-parter.

1:21.0

So we'll just see how far we get in this first episode.

1:23.8

Deep Natural Language Processing.

1:26.4

I've mentioned it before.

...

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