Backpropagation Courses and Certifications

Data Science: Deep Learning and Neural Networks in Python

9628 ratings at Udemy

The MOST in-depth look at neural network theory for machine learning, with both pure Python and Tensorflow code

• Udemy
• 12 hours 8 minutes
• On-Demand
• Paid Course

Deep Learning with TensorFlow 2.0

2329 ratings at Udemy

Build Deep Learning Algorithms with TensorFlow 2.0, Dive into Neural Networks and Apply Your Skills in a Business Case

• Udemy
• 5 hours 55 minutes
• On-Demand
• Paid Course

The Complete Neural Networks Bootcamp: Theory, Applications

2187 ratings at Udemy

Deep Learning and Neural Networks Theory and Applications with PyTorch! Including Transformers, BERT and GPT!

• Udemy
• 1 day 19 hours 47 minutes
• On-Demand
• Paid Course

Université de Montréal

Deep Learning Essentials

Explore deep learning fundamentals with Université de Montréal's 5-week course. Learn from Turing Award recipient, Yoshua Bengio, and tackle bias in machine learning.

• edX
• 5 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Artificial Intelligence II - Hands-On Neural Networks (Java)

481 ratings at Udemy

Hopfield networks, neural networks, gradient descent and backpropagation algorithms explained step by step

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Image Recognition with Neural Networks From Scratch(FREE)

199 ratings at Udemy

Learn to write a Python program for image recognition using neural networks from scratch in this free, 2-hour course. No libraries used, just high school precalculus knowledge required.

• Udemy
• 1 hour 38 minutes
• On-Demand
• Paid Course

Learn Artificial Neural Network From Scratch in Python

67 ratings at Udemy

The MOST in-depth look at neural network theory, and how to code one with pure Python and Numpy

• Udemy
• 18 hours 13 minutes
• On-Demand
• Paid Course

Deep Learning Fundamentals with Keras

14 ratings at edX

New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras library.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Neural Networks Demystified

In this short series, we will build and train a complete Artificial Neural Network in python.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

NPTEL;  IIT Ropar

Deep Learning

In this course, we will learn about the building blocks used in these Deep Learning based solutions. Specifically, we will learn about feedforward neural networks, convolutional neural networks, recurrent neural networks and attention mechanisms.

• YouTube
• 1 day 3 hours
• On-Demand
• Free Online Course

Neural Networks

This playlist has everything you need to know about Neural Networks, from the basics, all the way to image classification with Convolutional Neural Networks.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

NPTEL;  IISc Bangalore

Pattern Recognition

This course provides a fairly comprehensive view of the fundamentals of pattern classification and regression. Topics covered in the lectures include an overview of pattern classification and regression; Bayesian decision making and Bayes classifier

• YouTube
• 1 day 5 hours
• On-Demand
• Free Online Course

NPTEL;  IIT Madras

Machine Learning

The course places machine learning in its context within AI and gives an introduction to the most important core techniques such as decision tree-based inductive learning, inductive logic programming, reinforcement learning and deep learning through deci…

• YouTube
• 16 hours
• On-Demand
• Free Online Course

Deep Learning with TensorFlow

Traditional neural networks rely on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks having more hidden layers, or so-called more depth. These kind of…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Artificial Intelligence Foundations: Neural Networks

452 ratings at LinkedIn Learning

Learn the key concepts behind artificial neural networks. Discover how to configure a neural network and use that network to find patterns in massive data sets.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available