Deep Learning Courses and Certifications

Broad Institute

Advancing the Toolchain for Interpreting Human Genetic Variation Using Deep Learning and Single-Cell Genomics

Explore deep learning and single-cell genomics tools for interpreting human genetic variation with Oliver Stegle from EMBL and DKFZ.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Centre for Networked Intelligence, IISc

The Unreasonable Effectiveness of Mathematics in Large Scale Deep Learning - From Theory to Practice

Explore the mathematical foundations of large-scale deep learning, focusing on infinite-width neural networks and their practical applications in tuning enormous models like GPT-3.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning: Neural Networks and Deep Learning - Lecture 27

Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level lecture from University of Utah.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning: Neural Networks and Deep Learning - Lecture 22

Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level academic lecture.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning: Neural Networks and Deep Learning - Lecture 21

Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this graduate-level academic lecture.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning: Neural Networks and Deep Learning - Lecture 18

Dive into advanced data science concepts through comprehensive coverage of machine learning principles, algorithms, and practical applications in this university-level lecture.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

UofU Data Science

PyTorch Tutorial: Deep Learning Framework Fundamentals - Fall 2022

Master PyTorch fundamentals and deep learning concepts, from tensor operations to GPU acceleration, autograd, and data loading - all through hands-on coding examples and practical implementations.

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

Neural Network Programming - Deep Learning with PyTorch

1 rating

Learn to build and train neural networks using PyTorch, covering tensor operations, CNN architecture, data preparation, training loops, and performance optimization techniques for deep learning projects.

• YouTube
• 9 hours
• Self-Paced
• Free Video

Deep Learning Using Matlab

1 rating

Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Deep Learning Foundation : Linear Regression and Statistics

1406 ratings at Udemy

Learn linear regression from scratch, Statistics, R-Squared, Python, Gradient descent, Deep Learning, Machine Learning

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

Nvidia Deep Learning Institute;  Affectiva Career Certificate

Computer Vision

6 ratings

Master computer vision skills for robotics and automation. Analyze images, extract features, and recognize objects using deep learning. Gain expertise in object tracking, localization, and advanced applications like skin cancer detection.

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

Ethics & Generative AI (GenAI)

11921 ratings at Udemy

GenAI: Friend or Foe? Explore Ethics with ChatGPT + Other LLM. Generative AI Ethics. Navigate the Ethical AI Landscape.

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Paid Course

AI Marketing

5 ratings at CreativeLive

Explore how AI transforms marketing through machine learning, content creation, advertising, SEO, and social media with hands-on experience in practical applications.

• CreativeLive
• 18 hours
• 24th Aug, 2026
• Paid Course

Generative AI in 2025 - Overview and Practice

Explore the fundamentals, applications, and future trajectory of generative AI while gaining practical skills to effectively leverage this transformative technology.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Generative AI - The Next Frontier: Voice, Video, and More

Explore cutting-edge AI technologies for generating voice and video content, while mastering multimodal applications and preparing for future developments in content creation.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate