Introduction to Deep Learning - Tensorflow for image analysis
Channel: Matt Williams
Date: 2021-04-15

Introduction to Deep Learning. This course at the University of Bristol covers the basics of neural networks, image analysis with convolutional neural networks and Tensorflow.

📝 The course material is freely available at https://milliams.com/courses/intro_deep_learning/
Feel free to follow along!

This is an edited recording of a programming workshop we ran on the 18th of June, 2020. These courses are normally provided in a classroom environment, but due to COVID-19 restrictions, we have started delivering them online.

The session covers:
0:00:00 Introduction
0:01:38 What are Neural Networks?
0:24:36 Training networks
0:46:06 Classifying Irises
1:27:58 Image analysis
1:37:41 Convolutional Neural Networks
1:47:43 Handwriting recognition
2:11:45 Ethics of ML

It was taught by Dr Matt Williams

#python #programming #tensorflow #deeplearning #datascience #acrc #uob #🐍