25 Best Neural Networks Courses Online

Practical Machine Learning: Foundations to Neural Networks

Offered by Dartmouth College

You will develop the ability to rigorously formulate learning tasks using probability and statistics, distinguish Bayesian and frequentist perspectives, build linear models for regression and classification, estimate opt...

Convolutional Neural Networks in TensorFlow

Offered by DeepLearning.AI

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the DeepLearning.AI TensorFlow Developer Specialization...

Foundations of Neural Networks

Offered by Johns Hopkins University

This Specialization is intended for post-graduate students seeking to develop advanced skills in neural networks and deep learning. Through three courses, you will cover the mathematical theory behind neural networks, in...

Introduction to Neural Networks and Deep Learning with Python

Offered by Harvard University

Build practical deep learning skills for Python-savvy professionals. Learn how neural networks are structured, trained, and evaluated—and how choices like architecture, regularization, and learning rate affect performanc...

Practical Neural Networks and Deep Learning in Python

THIS IS A COMPLETE NEURAL NETWORKS & DEEP LEARNING TRAINING WITH PYTORCH, H2O, KERAS & TENSORFLOW IN PYTHON!It is a full 5-Hour+ Deep Learning Boot Camp that will help you learn basic machine learning, neural net...

Basics of Neural Networks: Your Ultimate Beginner's Guide

Welcome to the most beginner-friendly introduction to Neural Networks!My name is Rim Zakhama, your instructor for this course. I am an AI expert with a PhD in Applied Mathematics and Computer Science. I also hold a Maste...

Neural Networks & Real World AI Projects Using PyTorch

This Tutorial course provides a complete, step by step journey into Deep Learning and Neural Networks using PyTorch, starting from basic machine learning concepts and progressing to advanced AI architectures used in real...

Foundations of Deep Learning and Neural Networks

Offered by Packt

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as yo...

Neural Networks and Computer Vision Foundations

Offered by Edureka

This course guides you through the foundational principles behind neural networks and computer vision systems, focusing on how forward propagation, backpropagation, optimization, and convolutional architectures enable mo...

Deep Learning: Recurrent Neural Networks with Python

Offered by Packt

With the exponential growth of user-generated data, mastering RNNs is essential for deep learning engineers to perform tasks like classification and prediction. Architectures such as RNNs, GRUs, and LSTMs are top choices...

Deep Learning with R: Build & Predict Neural Networks

Offered by EDUCBA

Build a practical foundation in deep learning with R as you progress from data preparation to neural network testing and prediction. Designed for learners new to machine learning and those ready to expand into deep learn...

AI in Practice: Machine Learning and Neural Networks

Offered by HP

Master the architectures powering modern AI — neural networks, computer vision, NLP, Transformers, LLMs, and Generative AI. Course 2 of the HP AI Foundations, Practice, and Leadership programme. Designed for learners at...

Machine Learning From Basic to Advanced

Are you ready to start your path to becoming a Machine Learning Engineer!This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use p...

Ultimate Neural Nets and Deep Learning Masterclass in Python

Offered by Cambridge University

USED BY SOFTWARE STUDENTS AT CAMBRIDGE UNIVERSITY - WORLD CLASS DEEP LEARNING COURSE - UPDATED CONTENT January 2018 Master practical deep learning and neural network concepts and fundamentals My course does exactly what...

Deep Learning for Natural Language Processing

Offered by University of Colorado Boulder

Deep learning has revolutionized the field of natural language processing and led to many state-of-the-art results. This course introduces students to neural network models and training algorithms frequently used in natu...

Introduction to Machine Learning

Offered by Duke University

This course provides a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) and demonstrates how they can s...

Build Basic Generative Adversarial Networks (GANs)

Offered by DeepLearning.AI

In this course, you will: - Learn about GANs and their applications - Understand the intuition behind the fundamental components of GANs - Explore and implement multiple GAN architectures - Build conditional GANs capable...

AI Workflow: Machine Learning, Visual Recognition and NLP

Offered by IBM

This is the fourth course in the IBM AI Enterprise Workflow Certification specialization.    You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a wo...

Mathematics for Machine Learning: Multivariate Calculus

Offered by Imperial College London

This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slop...

Advanced Deep Learning Methods for Healthcare

Offered by University of Illinois Urbana-Champaign

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written an...

Machine Learning

Offered by Stanford University

The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learnin...

Prediction and Control with Function Approximation

Offered by Alberta Machine Intelligence Institute & University of Alberta

In this course, you will learn how to solve problems with large, high-dimensional, and potentially infinite state spaces. You will see that estimating value functions can be cast as a supervised learning problem---functi...

Fundamentals of Natural Language Processing

Offered by University of Colorado Boulder

The field of natural language processing (NLP) aims at getting computers to perform useful and interesting tasks with human language. This course introduces students to the 3 pillars underlying modern NLP: probabilistic...

Natural Language Processing in TensorFlow

Offered by DeepLearning.AI

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popu...

Generative AI for NLP with PyTorch

Offered by IBM

AI roles are forecast to grow more than 5x faster than the overall job market over the next decade (U.S. Bureau of Labor Statistics). Employers need professionals who can build, train, and deploy real-world models. This...