Benchmarking Courses and Certifications

Java

GraalVM - Benchmarking Done Right

Explore real-world benchmarking complexities with GraalVM experts, uncovering insights and best practices for accurate performance measurement in software development.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Java

Benchmarking for Good

Explore effective Java benchmarking techniques with expert Aleksey Shipilev, focusing on best practices and common pitfalls to improve code performance and optimization.

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

Strange Loop Conference

Benchmarking - You're Doing It Wrong

Discover common pitfalls in benchmarking and learn techniques to create accurate, meaningful performance measurements for your systems, guiding effective optimization efforts.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

Envato Tuts+

CodeIgniter from Scratch - Profiling, Benchmarking and Hooks

Explore CodeIgniter's performance analysis tools: profiling, benchmarking, and hooks. Learn to optimize applications and customize the Profiler library for enhanced development efficiency.

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

NDC Conferences

Performance Loop - A Practical Guide to Profiling and Benchmarking

Discover how to identify, isolate, and optimize performance-critical code through effective profiling and benchmarking techniques in this practical guide to the "performance loop" methodology.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Learn How To Code: Google's Go (golang) Programming Language

23676 ratings at Udemy

The Ultimate Comprehensive Course - Perfect for Both Beginners and Experienced Developers

• Udemy
• 1 day 5 hours 13 minutes
• Self-Paced
• Paid Course

Conversion Rate Optimization: Convert Visitors Into Buyers

223 ratings at CreativeLive

Conversion Rate Optimization: Convert Visitors Into Buyers with Rita Cidre

• CreativeLive
• 2 hours 16 minutes
• Self-Paced
• Paid Course

The Julia Programming Language

Open Energy Models - Benchmarking, Profiling and Debugging Tools for JuMP

Discover benchmarking, profiling, and debugging techniques for open-source energy models using JuMP, including specialized tools and performance improvements.

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

USC Information Sciences Institute

VISCO - Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning

Discover VISCO, a benchmark analyzing how vision-language models critique and correct their visual reasoning, revealing key failure patterns and introducing the LookBack strategy for improvement.

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

Nvidia

AI Performance Benchmarking - Dynamo and Other LLM Endpoints

Discover NVIDIA Dynamo's LLM acceleration features and AIPerf benchmarking tool through hands-on demos, covering PyTorch, TensorRT-LLM, and vLLM integration for optimized AI inference.

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

AutoML Seminars

Benchmarking Beyond Statistics - Data-Driven Footprints for Explainable Black-Box Optimization

Explore data-driven benchmarking methods and algorithmic footprints to make black-box optimization transparent, reproducible, and explainable through meta-learning approaches.

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

Qiskit

The Intractable Decathlon - A Quantum Optimization Benchmarking Framework

Explore the Intractable Decathlon: ten challenging optimization problems designed to benchmark quantum algorithms like QAOA against classical methods for real-world applications.

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

Soil Health Institute

Benchmarking Soil Health in Texas

Discover how to evaluate and improve soil health through regional benchmarking processes, exploring findings from Texas's Northern Blackland Prairies, Gulf Coast Prairies, and Southern High Plains.

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

The Julia Programming Language

Chairmarks.jl - A New High-Efficiency Benchmarking Package

Discover Chairmarks.jl, a high-efficiency Julia benchmarking package with novel implicit pipeline syntax for interactive use and CI integration, featuring auto-tuning algorithms.

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

USC Information Sciences Institute

Benchmarking MLLMs for Embodied Decision Making and Cognitive World Modeling

Discover systematic benchmarking methods for evaluating multimodal large language models in embodied AI environments and spatial cognition tasks.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video