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Learn Deep Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
RWTH Aachen University
"Mathematical Foundatiouns of AI" offers a rigorous introduction to the fundamental concepts of linear algebra, calculus, and optimization theory that form the mathematical basis of machine learning, data science, deep learning, and artificial intelligence. It explores key topics including a compre…
University of Colorado Boulder
Introduction to Deep Learning provides a rigorous, concept-driven introduction to the models that power modern AI systems—from image recognition to large language models. You’ll build neural networks from first principles, understanding how forward passes, loss functions, and backpropagation enable…
Statistics.com
What is Predictive Analytics? These methods lie behind the most transformative technologies of the last decade, that go under the more general name Artificial Intelligence or AI. In this course, the focus is on the skills that will allow you to fit a model to data, and measure how well it performs.…
University of Colorado Boulder
Introduction to Computer Vision guides learners through the essential algorithms and methods to help computers 'see' and interpret visual data. You will first learn the core concepts and techniques that have been traditionally used to analyze images. Then, you will learn modern deep learning method…
Google Cloud
Google Cloud で機械学習（ML）について学ぶ
Davidson College
Unlock the potential of AI in marketing by mastering advanced techniques such as predictive analytics, real-time optimization, NLP, email personalization, and social media strategy for impactful marketing.
University of Colorado Boulder
Unlock the power of deep learning to transform visual data into actionable insights. This hands-on course guides you through the foundational and advanced techniques that drive modern computer vision applications—from image classification to generative modeling. You'll begin with the building block…
Korea Advanced Institute of Science and Technology(KAIST)
'Learn concept of AI such as machine learning, deep-learning, support vector machine which is related to linear algebra - Learn how to use linear algebra for AI algorithm. - After completing this course, you are able to understand AI algorithm and basics of linear algebra for AI applications.
Google Cloud
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn the basic ‘Hello World' of machine learning. Instead of programming explicit rules in a language such as Java or C++, you build a system that is trained on data to infer the rules that determine a relation…
IBM
Fast-track your deep learning engineering career
IBM
Advance your ML career with Gen AI and LLMs
IBM
Develop job-ready gen AI skills employers need
In this live stream, I use the MNIST dataset to test the neural network library. I also attempt to simulate a double pendulum in Processing. 1:15:30 - MNIST 3:02:59 - Coding Challenge: Double Pendulum 🔗 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Neural-Network-JS 🔗 Deeplearn.js: http…
University of Glasgow
Large Language Models (LLMs), including GPT models that power applications such as ChatGPT, are transforming how people interact with technology and how computers understand and generate language. In this course, you'll explore the core concepts of natural language processing (NLP) and language mod…
Pragmatic AI Labs
Develop efficient Large Language Model solutions using Rust.
Microsoft
Production deep learning engineering demands model compression, accelerated inference, and reliable deployment infrastructure on Azure ML. You'll apply post-training quantization (INT8/FP16), quantization-aware training, structured pruning, and knowledge distillation to compress models and benchmar…
Microsoft
Scaling deep learning in production requires more than working code; it requires systematic tuning, efficient pipelines, and the ability to diagnose failures before deployment. This course builds operational skills to manage deep learning workflows at enterprise scale on Azure ML. You'll implement…
