Neural Networks Explained: A Beginner's Guide to Deep Learning

This video introduces neural networks and their fundamental components, providing a clear overview of how these machine learning algorithms work for those new to deep learning.

Neural Networks Explained: A Beginner's Guide to Deep Learning
Python Simplified
67.7K views β€’ Oct 16, 2021
Neural Networks Explained: A Beginner's Guide to Deep Learning

About this video

In this video, we will talk about neural networks and some of their basic components! 🧠🧠🧠
Neural Networks are machine learning algorithms (sets of instructions) that we use to solve problems that traditional computer programs can barely handle! 🀯
For example Face Recognition, Object Detection and Image Classification.
We will take a very close look inside a typical classifier neural network and we will follow an input image from start to finish. The concepts we will cover are: NN, labels, computer vision, weights, hidden layers, training, narrow AI.

Have fun!!! and please don't forget to share if you find it useful! πŸ’™πŸ’›πŸ’™

*************************
πŸ€“ Further Learning πŸ€“
*************************
How Computers See Images: https://youtu.be/mAMTXJJQBDI
Draw Images with Open CV: https://youtu.be/PtvN8ad9N3g
Supervised Learning and more: https://youtu.be/mMc_PIemSnU

*************************
⏳ Timestamps ⏳
*************************
00:00 - What is a Neural Network
00:55 - How Computers See Images
02:20 - What is a Label
02:44 - Hidden Layers
03:48 - Training
04:10 - Weights
04:42 - Optimization
05:27 - Narrow AI
06:03 - Input Data
06:18 - Thanks for Watching!
*************************

IN THE NEXT TUTORIAL:
We will learn how to use Pytorch to train neural networks on popular computer vision databases!
We will implement with Python all the concepts we have learned in this video and it's gonna be really really fun! I promise!! 😊

All the beautiful icons in this video and thumbnail are by freepik.com and flaticon.com! 🀩

Tags and Topics

Browse our collection to discover more content in these categories.

Video Information

Views

67.7K

Likes

3.3K

Duration

6:38

Published

Oct 16, 2021

User Reviews

4.7
(13)
Rate:

Related Trending Topics

LIVE TRENDS

Related trending topics. Click any trend to explore more videos.