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295 Short courses in Machine Learning

1

Theoretical Foundations of Machine Learning

In his three-course Johns Hopkins Engineering's Theoretical Foundations of Machine Learning Dr. Erhan Guven guides you through the full machine learning workflow: from how to clean and prepare data all the way to building deep learning neural networks.

Certificate Part-time Online
3 months$1,200/full

Continual Learning (Internship)

The goal of the Continual Learning (Internship) project from King Abdullah University of Science and Technology (KAUST) is to develop and improve the capability of the machine learning methods not to forget older concepts as time passes.

Short Course Part-time On-campus
3 monthsFree

Channel-Adaptive Machine Learning-Based mmWave Beamforming (Internship)

The Channel-Adaptive Machine Learning-Based mmWave Beamforming (Internship) project from King Abdullah University of Science and Technology (KAUST) focuses on integrating machine learning algorithms into mmWave beamforming to dynamically adapt to changing channel conditions.

Short Course Part-time On-campus
3 monthsFree

Fine-Tuning of Foundation Models via Low-Rank Adaptation and Beyond (Internship)

This Fine-Tuning of Foundation Models via Low-Rank Adaptation and Beyond (Internship) project is offered at King Abdullah University of Science and Technology (KAUST).

Short Course Part-time On-campus
3 monthsFree

Foundations of Private and Fair Statistics (Internship)

The Foundations of Private and Fair Statistics (Internship) project at King Abdullah University of Science and Technology (KAUST) will explore basic statistical model or problems for different types of data in the differential privacy or fairness model.

Short Course Part-time On-campus
3 monthsFree

Machine Learning and Dynamical Systems (Internship)

Students of the Machine Learning and Dynamical Systems (Internship) project at King Abdullah University of Science and Technology (KAUST)  will work on machine learning techniques applied to the study of dynamical systems.

Short Course Part-time On-campus
3 monthsFree

Machine Learning for Graphs (Internship)

The Machine Learning for Graphs (Internship) project is offered at King Abdullah University of Science and Technology (KAUST).

Short Course Part-time On-campus
3 monthsFree

Scaling Graph Neural Networks to 1000s of GPUs (Internship)

This Scaling Graph Neural Networks to 1000s of GPUs (Internship) project from King Abdullah University of Science and Technology (KAUST) is to scale GNN training to thousands of GPUs. We will target our new supercomputer, Shaheen III, which is projected to include 2800 Nvidia Hopper super-chips than combine a CPU with a H100 GPU.

Short Course Part-time On-campus
3 monthsFree

Learning Generative Causal Models from Sparse Temporal Observations during Cellular Reprogramming (Internship)

This Learning Generative Causal Models from Sparse Temporal Observations during Cellular Reprogramming (Internship) project from King Abdullah University of Science and Technology (KAUST) covers how ​recent work on stem cells and different mature specialized cells in different systems/organs (neurons, blood cells,) has revealed a stunning plasticity and capacity of reprogramming cells.

Short Course Part-time On-campus
3 monthsFree

Extension of the High-Order Entropy-stable Discontinuous Galerkin Solver to Non-Equilibrium Flows (Internship)

This Extension of the High-Order Entropy-stable Discontinuous Galerkin Solver to Non-Equilibrium Flows (Internship) project from King Abdullah University of Science and Technology (KAUST) teaches you about hypersonic flows encountered during atmospheric re-entry and high-speed aerospace operations demand robust CFD techniques.

Short Course Part-time On-campus
3 monthsFree

Safety-Guaranteed Planning and Control for Autonomous Underwater Robots (Internship)

The Safety-Guaranteed Planning and Control for Autonomous Underwater Robots (Internship) project from King Abdullah University of Science and Technology (KAUST) explore learning-based planning/control approaches that combine optimization-based design and data-driven machine learning methods. 

Short Course Part-time On-campus
3 monthsFree

Imagination Inspired Vision (Internship)

The goal of this Imagination Inspired Vision (Internship) project at King Abdullah University of Science and Technology (KAUST) is to focus on developing techniques that empower AI machines to see the world (computer vision) or to create novel products (e.g., fashion and art), hence the name Imagination Inspired Vision.

Short Course Part-time On-campus
3 monthsFree

Next Generation Continual Learning (Internship)

 Could you imagine the amount of real-world applications that could be developed if we extended this human ability to modern-day AI systems (especially deep neural networks)? Learn more with the Next Generation Continual Learning (Internship) project at King Abdullah University of Science and Technology (KAUST).

Short Course Part-time On-campus
3 monthsFree

AI and Machine Learning for Business

This 6-week, part-time online AI and Machine Learning for Business course at University of Southampton will introduce you to the core capabilities of Artificial Intelligence (AI) and empower you to contribute to this exciting new era in global technological development.

Certificate Part-time Online
42 daysTuition not available

Deep Learning for Visual Computing (Computer Vision, Computer Graphics, Remote Sensing, Vision and Language) (Internship)

The Deep Learning for Visual Computing (Computer Vision, Computer Graphics, Remote Sensing, Vision and Language) (Internship) project from King Abdullah University of Science and Technology (KAUST) covers many topics but exact topic depends on the student's interest, background, and current research topics in the group. 

Short Course Part-time On-campus
3 monthsFree

Statistical Methods for Generative Modeling (Internship)

The Statistical Methods for Generative Modeling (Internship) project from King Abdullah University of Science and Technology (KAUST) aims to explore generative models based on Generative Adversarial Networks (GANs) and Normalizing Flows (NFs).

Short Course Part-time On-campus
3 monthsFree

No Code and Agentic AI

Within the No Code and Agentic AI course at Massachusetts Institute of Technology (MIT) you will learn AI and Machine Learning skills through an industry-relevant curriculum designed by MIT faculty, with in-depth modules on Generative AI, Responsible AI, and Agentic AI.

Certificate Part-time Online
3 months$2,850/full

AI and Data Science - Leveraging Responsible AI, Data and Statistics for Practical Impact

Gain in-demand techniques in AI, Data Science, ML, and Generative AI to make AI-Powered Decisions and solve real-world business challenges with this AI and Data Science - Leveraging Responsible AI, Data and Statistics for Practical Impact programme from Massachusetts Institute of Technology (MIT).

Certificate Part-time Online
3 months$2,500/full

Data Engineering with AWS Nanodegree

Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets. This Data Engineering with AWS Nanodegree program at Udacity is ideal for those with a basic understanding of Python, SQL, and command-line interfaces. 

Short Course Part-time Online
2 days$499/full

Applied Machine Learning

There are few aspects of our digital lives that are untouched by machine learning. With this Applied Machine Learning degree at Noroff School of Technology and Digital Media, you'll teach systems to learn from data. You'll be highly qualified for jobs in AI and can start working straight after graduation.

Short Course Full-time +2 Online
1 year$9,705/yr

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