Machine Learning Tutorial: Image Compression with Neural Networks - Part 1

This video is first in a series of machine learning tutorials. We will tackle image compressing using neural networks as toy problem, but primarily focus on building general skill sets as machine learning engineers.

Supplement Materials:
Colab notebook: https://colab.research.google.com/drive/118qFEiFuso6l2Ysudym4k3sA0W-MSlMn?usp=sharing
Paper for next video: https://arxiv.org/abs/2006.10739
Paper site: https://bmild.github.io/fourfeat/
Paper code repo: https://github.com/tancik/fourier-feature-networks
Paper 2-mins summary: https://www.youtube.com/watch?v=nVA6K6Sn2S4

0:00 Series Introduction
01:29 Toy Problem
02:53 Architecture Choices
05:15 Development Environment
06:16 Demonstration
12:33 Next video & Homework

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Видео Machine Learning Tutorial: Image Compression with Neural Networks - Part 1 канала C0