High Performance Computing Courses and Certifications

Nanosecond-Level Clock Synchronization in a Data Center

Explore nanosecond-level clock synchronization in data centers using Huygens algorithm, which achieves precision without special hardware through advanced networking and machine learning techniques.

• YouTube
• 57 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

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Introduction to Parallel Programming with CUDA

Learn parallel programming with CUDA to process large datasets using GPUs. Explore thread management, memory types, and performance optimization techniques for complex problem-solving on Nvidia hardware.

• Coursera
• 21 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Rust Fundamentals

109 ratings at Coursera

Comprehensive Rust programming course covering fundamentals to advanced concepts. Learn efficient coding, error handling, and project management for reliable, high-performance applications.

• Coursera
• 1 day 16 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to High-Performance and Parallel Computing

118 ratings at Coursera

Explore high-performance computing fundamentals, from Linux basics to parallel programming models. Gain skills in big-data analysis, machine learning, and code optimization for scientific and engineering applications.

• Coursera
• 14 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Production Machine Learning Systems

994 ratings at Coursera

Dive into building high-performing ML systems in production, covering key components, best practices, and design considerations for optimal performance and adaptability.

• Coursera
• 18 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

All about NodeJS

1887 ratings at Udemy

Create & Deploy High Performance Node JS Apps on the Cloud and More !

• Udemy
• 15 hours 52 minutes
• On-Demand
• Paid Course

Beginning C++ Templates

1157 ratings at Udemy

Understand templates in depth & create generic algorithms and classes.

• Udemy
• 1 hour 17 minutes
• On-Demand
• Free Online Course

C++ Programming from A-Z. Learn To Code Using C++

719 ratings at Udemy

Learn to code using C++ programming. Learn C++ programming from scratch. Start coding in C++ - Start programming in C++

• Udemy
• 4 hours 10 minutes
• On-Demand
• Paid Course

Introduction to industry REST microservices in Golang (Go)

597 ratings at Udemy

Everything you need to get serious about microservices design & development in Golang: From design to production metrics

• Udemy
• 16 hours
• On-Demand
• Paid Course

Linux for Scientific Computing Masterclass - 10.5 Hours

122 ratings at Udemy

Linux Command Line Masterclass for Bash Shell Scripting, HPC Job-schedulers, PBS Pro, Slurm and Bright Cluster Manager

• Udemy
• 10 hours 46 minutes
• On-Demand
• Paid Course

Complete C++ Scientific Programming Bundle - 21 Hours!

77 ratings at Udemy

Scientific Programming with C++ Masterclass with STL, BOOST, CUDA, OpenMP and MPI Libraries: 21 Hours!

• Udemy
• 21 hours
• On-Demand
• Paid Course

Learn Java Multithreading from Scratch by Ashish Gadpayle

23 ratings at Udemy

Become an expert in Multithreading & Parallel programming in Java, with strong emphasis on high performance

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

LAFF-On Programming for High Performance

Learn to squeeze high performance out of modern CPUs.

• edX
• 5 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)