Gray cover of Backpropagation Algorithm. These course notes are from 365 Data Science.

Backpropagation Algorithm

The backpropagation algorithm is the fundamental building block of neural networks and is used to effectively train them through the chain rule method- a technique used to find the derivatives of cost, considering any variable in a nested equation. While most packages already contain backpropagation algorithms in them, knowing the math behind them and how they work will help you better understand more advanced algorithms as well as handle vanilla ones with ease. Check out these free short pdf course notes on the backpropagation algorithm to learn some of the useful formulas and finding the results for backpropagation for the output layer and hidden layer.   

Iliya Valchanov
Co-founder of 365 Data Science

Who is it for

These course notes are designed for Machine Learning Engineers, Data Scientists and anyone who is eager to utilize the potential of artificial intelligence, machine learning and deep learning models in their work .

How it can help you

Learning the math behind the backpropagation chain rule will give you an edge over others who simply rely on the in-built functions of their respective libraries and take your neural network models to the next level.

Join 2M Students and Start Learning from the best

The 365 Data Science program is great for beginners. It gives in-depth knowledge and clears every concept. After every lecture, some exercises are given for students to complete for practice, and solutions also. I would highly recommend this program to everyone who wants to be a data scientist and brush up their skills.

harshita sharma Pakistan

The 365 Data Science course is outstanding, it has an outstanding interface and awesome courses from a basic to an advanced level. I really appreciate the quality of the material and the content of this Data Science course!! Thanks to the 365 Data Science team!

Rakesh Patel United States

The 365 Data Science program was excellent. It does meet my expectations 100%. I do thank the 365 Data Science Team for putting this great work together in one package & with a very reasonable price. Hands down, you are the best! Please, keep this great work up!

Amrouni France

Backpropagation Algorithm