Deep Learning Courses and Certifications

This summer schools is aimed at graduate students and industrial engineers and researchers who already have some basic knowledge of machine learning (and possibly but not necessarily of deep learning) and wish to learn more about this rapidly growing fie…

• Independent
• On-Demand
• Free Online Course

Advance Your Skills in Deep Learning and Neural Networks

Explore the advanced world of deep learning and neural networks with this comprehensive learning path. Build and optimize deep neural models while leveraging cutting-edge AI technologies. Learn about generative adversarial networks (GANs) and deep convol…

• LinkedIn Learning
• 15 hours
• On-Demand
• Free Trial Available

Practical Deep Learning for Coders - Full Course

Comprehensive introduction to deep learning, covering theory and practical applications. Learn to build and deploy models, understand ethics, and explore various AI techniques. No advanced math required.

• freeCodeCamp
• 11 hours
• On-Demand
• Free Video

Microcredential

Advance Your Skills in Deep Learning and Neural Networks

The hottest new frontier in the universe of AI and machine learning is in deep learning and neural networks. This learning path is your entryway into the tools, concepts, and finer points of computer vision, natural language processing, and more.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 9 courses

Deep Learning Fundamentals

Explore neural networks, convolutional networks, and deep learning platforms. Learn key concepts, use cases, and popular software libraries for this powerful data science field.

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

Introduction to Reliable Deep Learning

Explore reliable deep learning techniques to create trustworthy AI systems that understand and communicate uncertainty, enhancing robustness in high-stakes scenarios.

• Google Skills
• 2 hours
• On-Demand
• Free Online Course

Deep Learning Interview Prep Course

Comprehensive deep learning interview preparation covering 50 common questions, from basic concepts to advanced topics like optimization, regularization, and model architecture.

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

Building Blocks for Deep Learning Video Course: Wolfram U

Explore constructing neural networks in Wolfram Language, from basic components to feed-forward and recurrent networks. Learn to build, train, and tune AI models using symbolic building blocks and automatic data processing.

• Wolfram U
• 55 minutes
• On-Demand
• Free Online Course

Understanding Deep Learning Research - Theory, Code and Mathematical Foundations

Master the essential skills needed to understand deep learning research papers, from decoding mathematical notation to implementing complex code bases through practical examples and systematic approaches.

• freeCodeCamp
• 1 hour 46 minutes
• On-Demand
• Free Video

University College London;  DeepMind

Deep Learning Lecture Series

2 reviews

Comprehensive lecture series covering key deep learning topics, from fundamentals to advanced concepts, including neural networks, computer vision, NLP, and ethical considerations.

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

Deep Learning for Symbolic Mathematics - Guillaume Lample & Francois Charton

Explore deep learning applications in symbolic mathematics, covering integration techniques, ODEs, and model evaluation, with insights on generalization and comparisons to traditional methods.

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

Stanford Seminar - Deep Learning for Medical Diagnoses

Explore deep learning's impact on medical diagnoses, from arrhythmia detection to chest X-ray interpretation, and its potential to revolutionize diagnostic access and decision support in healthcare.

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

Stanford Seminar - HPC Opportunities in Deep Learning - Greg Diamos, Baidu

Explore HPC's role in deep learning, focusing on workload characteristics, efficiency, and specialized systems for advancing AI research and applications.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Fastai: A Layered API for Deep Learning

Explore fastai, a deep learning library offering high-level components for quick results and low-level components for research flexibility, built on a layered architecture with Python and PyTorch.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Deep Learning in the Age of Zen, Vega, and Beyond

Explore deep learning challenges and solutions using AMD's Zen and Vega platforms, focusing on high-performance computing for training and inference in various applications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video