Performance Tuning Courses and Certifications

Amazon Web Services;  Amazon

Performance Tuning on Amazon DocumentDB (Japanese) 日本語吹き替え版

Amazon DocumentDBのパフォーマンス最適化手法を学ぶ。クラスター設計、メトリクス監視、トラブルシューティングなど、効率的なデータベース運用に必要な知識とスキルを習得できる。

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Performance Tuning on Amazon DocumentDB (Japanese)

Amazon DocumentDBクラスターのパフォーマンス最適化手法を学ぶ。主要メトリクスの監視、一般的な問題のトラブルシューティング、設計のベストプラクティスを通じて、効率性と費用対効果を向上させる方法を習得。

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Performance Tuning on Amazon DocumentDB (Korean)

Amazon DocumentDB 클러스터의 성능 최적화 기법과 모범 사례를 소개. 주요 지표 모니터링, 문제 해결, 데이터베이스 설계 방법을 통해 효율성 향상과 비용 절감 방안 제시.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Coursera

Tune Confluence Settings

Master configuring Confluence settings to boost performance, manage plugins, caching, and CDN usage, then validate changes using metrics to ensure system stability and user trust.

• Coursera
• 1 hour 26 minutes
• Self-Paced
• Paid Course

PostgreSQL for Oracle DBAs

798 ratings at Udemy

PostgreSQL Administration for Oracle DBAs - Quickly Transition to Handle Postgresql

• Udemy
• 7 hours 10 minutes
• Self-Paced
• Paid Course

Java

G1GC Concepts and Performance Tuning for Java Applications

Explore G1GC performance tuning techniques using GC logs and JFR recordings to optimize Java application performance and understand G1 ergonomics.

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

Databricks

Fine-Tuning and Enhancing Performance of Apache Spark Jobs

Explore best practices for optimizing Apache Spark jobs, including resource allocation, parameter tuning, and performance enhancement techniques. Learn to identify bottlenecks and implement solutions for improved efficiency.

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

Devoxx

Secrets of Performance Tuning Java on Kubernetes

Explore JVM ergonomics, CPU throttling, and Garbage Collectors to optimize Java performance on Kubernetes. Learn to balance vertical and horizontal scaling for improved efficiency and cost reduction in cloud environments.

• YouTube
• 2 hours 34 minutes
• Self-Paced
• Conference Talk

Trelis Research

The Best Tiny Language Models - Performance, Fine-tuning, and Function-calling

Explore the benefits, performance, and fine-tuning of small language models. Learn about function-calling with quantized models and discover the best tiny LLMs for various applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Discover AI

Optimizing LLM Fine-Tuning with PEFT and LoRA Adapter-Tuning for GPU Performance

Master efficient fine-tuning of large language models using PEFT and LoRA techniques, optimizing GPU memory usage through INT8 quantization and adapter-tuning for cost-effective model development.

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

Apache Spark In-Depth (Spark with Scala)

526 ratings at Udemy

Comprehensive Apache Spark training covering batch processing, streaming, optimization, and deployment. Ideal for beginners and interview preparation, with hands-on projects and in-depth explanations.

• Udemy
• 1 day 16 hours 42 minutes
• Self-Paced
• Paid Course

NGINX MasterClass: NGINX Server & Custom Load Balancer

459 ratings at Udemy

NGINX Server , 100% HandsOn Install, Configure. NGINX as Server & Load Balancer from Scratch for Absolute Beginners.

• Udemy
• 9 hours 34 minutes
• Self-Paced
• Paid Course

Apache Spark Core and Structured Streaming 3.0 In-Depth

385 ratings at Udemy

In-Depth, Hands-On driven exposure to the features and concepts of Spark Core with tips on tuning its performance

• Udemy
• 13 hours 51 minutes
• Self-Paced
• Paid Course

Red Hat

Performance Analysis and Tuning of Red Hat Enterprise Linux

Optimize Red Hat Enterprise Linux performance through memory tuning, NUMA configuration, and advanced tools. Learn to analyze and resolve bottlenecks for enhanced system efficiency.

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

Red Hat

Performance Tuning Red Hat Enterprise Linux Platform for Databases

Optimize Red Hat Enterprise Linux for database performance through OS tuning, Linux containers, and performance tools. Learn NUMA, memory, network, and virtualization tuning techniques.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Conference Talk