Neural Networks Courses and Certifications

Career Certificate

Deep Learning

990 ratings at Udacity

Master deep learning by building neural networks, CNNs, Transformers, GANs, and Diffusion Models using PyTorch, with hands-on projects in image classification, NLP, and generative AI.

• Udacity
• 50 hours
• Self-Paced
• Paid Course

Master Generative AI For Leaders And Business Professionals

963 ratings at Udemy

Master Generative AI [Artificial Intelligence] to Streamline Organization + Business Operations + Boost Productivity

• Udemy
• 2 hours 45 minutes
• Self-Paced
• Paid Course

TensorFlow 2.0 Practical

961 ratings at Udemy

Master Tensorflow 2.0, Google’s most powerful Machine Learning Library, with 10 practical projects

• Udemy
• 11 hours 45 minutes
• Self-Paced
• Paid Course

AI Engineer Bootcamp 2026: LLMs, RAG, AI Agents & Vector DBs

944 ratings at Udemy

Become a job-ready AI Engineer: build LLM apps, RAG pipelines, AI agents, vector DB search, and deploy real-world AI sys

• Udemy
• 1 day 4 hours 11 minutes
• Self-Paced
• Paid Course

Intro to Artificial General Intelligence (AGI): Future of AI

878 ratings at Udemy

Explore key concepts, research frontiers, ethical challenges & future impact of AGI. For tech and non-tech learners.

• Udemy
• 1 hour 47 minutes
• Self-Paced
• Paid Course

PyTorch Ultimate: From Basics to Cutting-Edge

863 ratings at Udemy

Become an expert applying the most popular Deep Learning framework PyTorch

• Udemy
• 19 hours 3 minutes
• Self-Paced
• Paid Course

Machine Learning Regression Masterclass in Python

858 ratings at Udemy

Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras

• Udemy
• 10 hours 21 minutes
• Self-Paced
• Paid Course

Generative AI for .NET Developers with Azure AI Services

825 ratings at Udemy

Learn to develop smart .NET applications backed by powerful generative AI components

• Udemy
• 6 hours 42 minutes
• Self-Paced
• Paid Course

End to End Data Science Practicum with Knime

801 ratings at Udemy

Applied Data Science Concepts and Techniques with Knime and hands on examples

• Udemy
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Machine Learning Essentials - Master core ML concepts

784 ratings at Udemy

Kickstart Machine Learning, understand maths behind essential algorithms, implement them in python & build 8+ projects!

• Udemy
• 1 day 3 hours 57 minutes
• Self-Paced
• Paid Course

Python in 3 Hours! [+ Machine Learning & Deep Learning]

778 ratings at Udemy

Switch to Python, Learn Machine Learning Fundamentals, and Develop Deep Learning Models Using TensorFlow All in 3 Hours!

• Udemy
• 2 hours 50 minutes
• Self-Paced
• Paid Course

Yannic Kilcher

ImageNet Classification with Deep Convolutional Neural Networks - Paper Explained

Detailed explanation of AlexNet, the groundbreaking deep convolutional neural network that revolutionized computer vision and kickstarted the deep learning era in image classification.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Jeff Heaton

Keras Convolutional Neural Networks for MNIST and Fashion MNIST

Explore convolutional neural networks for image processing, focusing on MNIST and Fashion MNIST datasets. Learn about CNN architecture, training, and evaluation for advanced deep learning applications.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Simons Institute

The Information Bottleneck Theory of Deep Neural Networks

Explore the Information Bottleneck Theory's application to deep neural networks, examining statistical learning, information theory, and stochastic gradient descent in brain data analysis.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Representational Power of Graph Neural Networks - Stefanie Jegelka

Explore the representational power of Graph Neural Networks, focusing on message passing, aggregation operations, and their impact on network structure and reasoning tasks.

• YouTube
• 28 minutes
• Self-Paced
• Free Video