Neural Networks Courses and Certifications

Machine Learning: Deep & Reinforcement Learning

Get started in Reinforcement and Deep Learning! Explore the theory and practice behind neural networks, build deep learning models, and study modern architectures used in today’s AI applications.

• edX
• 2 weeks, 30-31 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Deep Learning

Comprehensive introduction to Deep Learning, covering neural networks, popular frameworks, and GPU acceleration. Hands-on projects prepare learners for real-world AI applications and career opportunities.

• edX
• 26 weeks, 2-4 hours a week
• On-Demand
• $495.00
• 5 courses

Microcredential

Foundations of AI

Explore AI fundamentals, Watson AI, and chatbot creation without programming. Gain practical insights into AI applications across industries, preparing you for the AI-driven future.

• edX
• 14 weeks, 2-4 hours a week
• On-Demand
• $297.00
• 3 courses

6.036 Introduction to Machine Learning

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction.

• Independent
• On-Demand
• Free Online Course

AI & Machine Learning Bootcamp (Live Online)

Learn the skills needed to excel by enrolling in the AI & Machine Learning Bootcamp at Fullstack Academy.

• CourseHorse
• 234 hours
• On-Demand
• $14,495.00

Microcredential

IBM Applied AI Developer

Gain a comprehensive understanding of AI, from basic concepts to practical applications, learning to build generative AI-powered solutions and chatbots using Python, Flask, and IBM watsonx.

• edX
• On-Demand
• $473.00
• 6 courses

Microcredential

Foundations of AI

Gain insights into AI fundamentals, exploring machine learning, deep learning, generative models like GPT and DALL-E, and prompt engineering techniques—no programming experience required.

• edX
• On-Demand
• $197.00
• 2 courses

AI Fundamentals for Government Employees (Live Online)

Learn the essentials of artificial intelligence in a government context with this beginner-friendly course.

• CourseHorse
• 4 hours
• On-Demand
• $675.00

Microcredential

Machine Learning

Master machine learning fundamentals through hands-on projects, from supervised/unsupervised learning to deep learning, culminating in a portfolio-ready capstone project.

• edX
• On-Demand
• $894.00

Deep Learning

Master neural networks, CNNs, RNNs, transformers, and generative models with theory and applications in computer vision, NLP, and robotics from MIT.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Hands-on Deep Learning

Master practical deep learning by building neural networks, CNNs, transformers, and generative AI models for real-world applications with unstructured data.

• MIT OpenCourseWare
• On-Demand
• Free Online 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
• On-Demand
• Free Video

Coding Train

Convolutional Neural Networks with ML5.js

Explore Convolutional Neural Networks using ml5.js, covering setup, algorithms, max pooling, and architectures. Gain hands-on coding experience in this comprehensive tutorial.

• YouTube
• 3 hours 14 minutes
• On-Demand
• Free Video

Coding Train

Convolutional Neural Networks with ml5.js

Explore convolutional neural networks using ml5.js, covering setup, coding, model training, and classifier testing in this hands-on tutorial for machine learning enthusiasts.

• YouTube
• 4 hours
• On-Demand
• 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
• On-Demand
• Free Video