Benchmarking Courses and Certifications

Rust

Benchmarking and Optimization of Rust Libraries

Explore benchmarking and optimization strategies for Rust libraries, focusing on consistent evaluation and performance enhancement techniques for the growing ecosystem.

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

Android Developers

Improving App Performance with Benchmarking

Learn techniques for measuring and enhancing Android app performance using new AndroidX benchmarking libraries. Gain insights on common pitfalls and best practices for accurate performance evaluation.

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

Devoxx

Hands-on with JMH - Become a Benchmarking Expert in 30 Minutes

Learn to use JMH for benchmarking Java code, improving performance, detecting race conditions, and automating tests with practical examples and built-in profiler support.

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

Yannic Kilcher

Descending Through a Crowded Valley - Benchmarking Deep Learning Optimizers

Comprehensive analysis of popular deep learning optimizers, comparing performance across tasks and providing evidence-based recommendations for algorithm selection and parameter tuning.

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

GOTO Conferences

Benchmarking JavaScript

Explore JavaScript benchmarking techniques, VM optimizations, and performance pitfalls. Learn to write smarter benchmarks and understand how they can uncover bugs in virtual machines.

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

Writing Efficient R Code

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Financial Analytics in Google Sheets

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Financial Trading in Python

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Case Study: Analyzing Healthcare Data in Power BI

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Marketing Analytics in Tableau

Master marketing analytics using Tableau. Analyze performance, benchmark metrics, and optimize strategies across channels.

• DataCamp
• 6 hours
• Self-Paced
• Free Trial Available

USENIX

Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook

Detailed analysis of RocksDB workloads at Facebook, revealing key-value usage patterns and proposing improved benchmarking methods for more accurate representation of real-world scenarios.

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

Stress Testing and Micro Benchmarking Kernels with Stress-ng

Explore comprehensive kernel stress testing and micro-benchmarking with stress-ng, covering 200+ tests for IoT, servers, and cloud environments across various architectures.

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

Kubernetes Performance Analysis and Benchmarking

Explore Kubernetes performance analysis, covering pod lifecycle, workload tools, scalability, cluster configuration, benchmarking, and load testing for optimized deployment and management.

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

Rust

Improving Rust Performance Through Profiling and Benchmarking

Explore techniques for optimizing Rust applications through profiling and benchmarking, with insights from real-world production experience and industry tool comparisons.

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

Android Developers

Analyzing and Benchmarking Audience Metrics for Google Play Growth

Discover new Google Play Console features for audience analysis, benchmarking, and growth. Learn to improve organic discovery, revenue, and conversion rates with insights and best practices from the Android ecosystem.

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