Introduction to Machine Learning, Machine Learning Tutorial #1

Published: 07 September 2021
on channel: CodingWithMagga

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In this video, I provide a brief introduction to machine learning. I'll first clarify the differences between the terms artificial intelligence, machine learning, and deep learning. I'll then discuss the definition of a machine learning problem, first formally, then analytically, and finally graphically. Finally, I'll highlight some areas where machine learning is applied.

Timestamps:
0:00 Intro
0:27 Explanation of AI
2:15 Explanation of Machine Learning
3:15 Explanation of Deep Learning
4:27 Definition of ML Problems
5:49 Analytical ML Problems
7:48 Graphical ML Problems
10:23 Areas of Application for ML
11:39 Outro

Sources:
Intro image: Ahmed Gad on Pixabay (with slight color changes)
Panda ML image: https://ai.googleblog.com/2021/02/unc...
Astronomy image: Parker et al., The size distributions of asteroid families in the SDSS Moving Object Catalog 4, 2008 (https://www.sciencedirect.com/science...)
Object Detection image: https://walkwithfastai.com/Object_Det...
Protein Image: Edward Kinsman/Science Photo Library
Cancer image: https://emerj.com/ai-sector-overviews...

My website:
https://codingwithmagga.com/
Patreon:
/ codingwithmagga
PayPal:
https://www.paypal.com/paypalme/codin...

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