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Machine Learning Guide

MLG 025 Convolutional Neural Networks

Machine Learning Guide

OCDevel

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

4.9848 Ratings

🗓️ 30 October 2017

⏱️ 44 minutes

🧾️ Download transcript

Summary

Support my new podcast: Lefnire's Life Hacks

Convnets or CNNs. Filters, feature maps, window/stride/padding, max-pooling. ocdevel.com/mlg/25 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

0:51.4

slash LLH. This is episode 25,

0:55.4

Convolutional Neural Networks.

0:57.0

Today we're going to be talking about

0:58.2

Convnets,

0:59.3

convolutional neural networks,

1:01.0

or CNNs.

1:02.4

Before we do that,

1:03.3

a little bit of admin,

1:04.5

I've been told by a handful of listeners

1:06.0

that they want to donate to the show,

1:07.9

except that Patreon charges monthly,

1:10.2

and they only want to donate once.

1:12.4

So I've created a one-time PayPal donate button, as well as posting my Bitcoin wallet

...

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