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72 Short courses in Computer Science & IT in Saudi Arabia

2

Gradient Compression for Distributed Training of Machine Learning Models (Internship)

Modern supervised machine learning models are trained using enormous amounts of data, and for this distributed computing systems are used. The Gradient Compression for Distributed Training of Machine Learning Models (Internship) project is offered at King Abdullah University of Science and Technology (KAUST).

Short Course Part-time On-campus
3 monthsFree

Efficient Pricing of High-Dimensional (multi-assets) European Options (Internship)

The student of the Efficient Pricing of High-Dimensional (multi-assets) European Options (Internship) project from King Abdullah University of Science and Technology (KAUST) will work on designing new numerical methods based on hierarchical adaptive sparse grids quadratures combined with Fourier techniques for efficient pricing of high-dimensional (multi-assets) European Options. 

Short Course Part-time On-campus
3 monthsFree

Cyber Security and Resilience of LEO Satellite Constellations (Internship)

The Cyber Security and Resilience of LEO Satellite Constellations (Internship) project from King Abdullah University of Science and Technology (KAUST) covers the paradigm shift from classical GEO satellites (e.g., EUROSAT) to LEO satellites (e.g., Starlink). 

Short Course Part-time On-campus
3 monthsFree

Topics in Machine Learning and Optimization (Internship)

The Topics in Machine Learning and Optimization (Internship) project is offered at King Abdullah University of Science and Technology (KAUST)

Short Course Part-time On-campus
3 monthsFree

Computational Cameras (Internship)

The Computational Cameras (Internship) project from King Abdullah University of Science and Technology (KAUST) will be covering about computational imaging approaches, and work in an interdisciplinary team to develop new camera systems in one of the application domains.​

Short Course Part-time On-campus
3 monthsFree

Learning to Cooperate in Multi-robot Task Allocation (Internship)

This Learning to Cooperate in Multi-robot Task Allocation (Internship) project from King Abdullah University of Science and Technology (KAUST) aims to implement these models on a multi-robot platform and validate the effectiveness of the models through lab experiments.

Short Course Part-time On-campus
3 monthsFree

Robust or Differentially Private Machine Learning (Internship)

This Robust or Differentially Private Machine Learning (Internship) project from King Abdullah University of Science and Technology (KAUST) mainly focuses on how to design robust (especially robust against to outliers or heavy-tailed distributions) or private (or forgettable) algorithms for some fundamental problems in machine learning, deep learning or statistics.

Short Course Part-time On-campus
3 monthsFree

Cyber Secure and Resilient System-on-Chip using FPGA Dynamic Configuration (Internship)

The Cyber Secure and Resilient System-on-Chip using FPGA Dynamic Configuration (Internship) project from King Abdullah University of Science and Technology (KAUST) covers the genuine immutability properties of hardware components and elements make them ideal for security hardening and containment, i.e., by making the hard-implemented logic tamper-resistant against both benign and intrusion faults.

Short Course Part-time On-campus
3 monthsFree

Optimal Strategies for Resource-task Network Problems (Internship)

The goal of the Optimal Strategies for Resource-task Network Problems (Internship) project from King Abdullah University of Science and Technology (KAUST) is to transform a set of initial resources over time into more useful objects or resources, through the scheduling of tasks, which may involve resource extraction or manufacturing (often referred to as “crafting” in the game context.

Short Course Part-time On-campus
3 monthsFree

Dynamic Malware Analysis using LLMs (Internship)

The Dynamic Malware Analysis using LLMs (Internship) project from King Abdullah University of Science and Technology (KAUST) covers the increasing complexity of malware highlights the need for advanced analysis tools, both static and dynamic, for effective reverse engineering and behavioral analysis of a given sample. 

Short Course Part-time On-campus
3 monthsFree

Pollux - Autoregressive Video Generation as a World Model (Internship)

The Pollux - Autoregressive Video Generation as a World Model (Internship) project from King Abdullah University of Science and Technology (KAUST) aims to build a video generation model with three key advancements.

Short Course Part-time On-campus
3 monthsFree

Causal and Fair Machine Learning (Internship)

In this Causal and Fair Machine Learning (Internship) project at King Abdullah University of Science and Technology (KAUST) students will focus on how to make the current machine learning algorithms be fair. 

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

Design and Performance Evaluation of Various Emerging 6G wireless Communication Technologies (Internship)

The Design and Performance Evaluation of Various Emerging 6G wireless Communication Technologies (Internship) project from King Abdullah University of Science and Technology (KAUST) aims to investigate the integration of several emerging technologies such as Free Space Optics (FSO), 

Short Course Part-time On-campus
3 monthsFree

Algorithmic Information Theory for Machine Intelligence (Internship)

The Algorithmic Information Theory for Machine Intelligence (Internship) project from King Abdullah University of Science and Technology (KAUST) is perfect for those seeking hands-on exposure to research or co-op experience, and many interns find it excellent preparation for future graduate studies.

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

Efficient Quantization of Large Language Models (Internship)

The Efficient Quantization of Large Language Models (Internship) project from King Abdullah University of Science and Technology (KAUST) focuses on breaking down the problem into individual layer-wise sub-problems, and minimizing per-layer error, measured via various metrics.

Short Course Part-time On-campus
3 monthsFree

Machine Learning Techniques for Divergence-free Field Reconstruction (Internship)

The Machine Learning Techniques for Divergence-free Field Reconstruction (Internship) project is offered at King Abdullah University of Science and Technology (KAUST).

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

LLM-based Assistant for L-x Security Operation Center (SOC) Analyst (Internship)

This LLM-based Assistant for L-x Security Operation Center (SOC) Analyst (Internship) project from King Abdullah University of Science and Technology (KAUST) explores the feasibility and capabilities of using LLMs for detection and for different analysts' assistant levels.

Short Course Part-time On-campus
3 monthsFree

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