Performance Tuning Courses and Certifications

USENIX

SimAI - Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision

Discover SimAI, a unified simulator for large-scale LLM training that achieves 98.1% alignment with real-world results through high-fidelity integration and multi-thread acceleration.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Tuning gRPC for High Performance - Deadlines, Batching, and KeepAlives

Master advanced gRPC optimization techniques including deadline propagation, batching strategies, and keepalive configurations for high-performance, low-latency systems at scale.

• YouTube
• 22 minutes
• On-Demand
• Free Video

USENIX

Swift - Fast Performance Tuning with GAN-Generated Configurations

Discover Swift, a GAN-powered Bayesian optimization approach that accelerates performance tuning for big data systems like Apache Flink and Spark by generating high-quality configurations.

• YouTube
• 18 minutes
• On-Demand
• Free Video

PASS Data Community Summit

Performance Tuning SQL Server Integration Services (SSIS)

Master advanced SSIS performance tuning techniques, from optimizing data flow to resource management, while exploring efficient features in SQL Server 2008 and 2012 for better ETL processes.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

SQLBits

Best Practices in PostgreSQL Tuning - Navigating Key Performance Bottlenecks in the Cloud

Optimize PostgreSQL performance in cloud environments through practical techniques for diagnosing and solving common bottlenecks, enhancing database efficiency and health.

• YouTube
• 36 minutes
• On-Demand
• Free Video

SQLBits

Shift-Left: A DevOps and Database Story for Performance Tuning

Discover how to catch database performance issues during development, preventing production problems and improving efficiency with SQL Sentry.

• YouTube
• 23 minutes
• On-Demand
• Free Video

SNIAVideo

Choosing Your AI Storage Protocol - A Deep Dive into SMB and NFS Performance, Tuning, and Overhead

Explore SMB vs NFS protocols for AI workloads through MLPerf benchmarks, comparing performance, configuration complexity, and operational overhead to optimize storage decisions.

• YouTube
• 48 minutes
• On-Demand
• Free Video

The ASF

Optimizing Parquet Storage - Metadata Management, Performance Tuning and Seamless Migration

Discover advanced Parquet optimization techniques including metadata management, performance tuning strategies, and seamless migration approaches for data lakes and warehouses.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Jamf

Jamf Pro Performance Tuning - Extension Attribute Audit for Faster IT Inventory Management

Optimize Jamf Pro performance by auditing extension attributes, achieving 7x-185x speed improvements through baseline measurement, frequency wrappers, and marginal gains philosophy.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Performance Tuning Java Apps for Kubernetes - From Startup Time to Container Efficiency

Discover how to optimize Java applications for Kubernetes with tools like Jib, GraalVM, CDS, and CRaC to achieve faster startup times and efficient container performance.

• YouTube
• 31 minutes
• On-Demand
• Free Video

EDUCBA

Oracle SQL Performance Tuning

91 ratings at Coursera

Enhance Oracle SQL query performance through indexing, optimization techniques, and data type selection. Master tools for efficient execution and learn to eliminate bottlenecks in large datasets.

• Coursera
• 8 hours 29 minutes
• On-Demand
• Paid Course

Coursera

Optimization of SQL query Tuning and Performance

32 ratings at Coursera

Learn techniques to optimize SQL queries, improve performance, and reduce execution time through indexing, join strategies, and query analysis tools.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Improving the Performance of Your LLM Beyond Fine Tuning

25 ratings at Udemy

Everything A Business Needs To Fine Tune An LLM Model On Their Own Data, And Beyond!

• Udemy
• 5 hours 2 minutes
• On-Demand
• Paid Course

Coursera

Microsoft SQL Server: Performance Tuning Essentials

10 ratings at Coursera

Master essential SQL Server performance optimization techniques for faster queries, efficient indexing, and enhanced database operations through practical strategies and hands-on troubleshooting.

• Coursera
• 3 hours 14 minutes
• On-Demand
• Paid Course

EDUCBA

Splunk Administration & Performance Tuning

Master advanced Splunk administration with distributed architectures, performance tuning, HTTP Event Collector setup, regex transformations, and enterprise-scale security management.

• Coursera
• 14 hours 38 minutes
• On-Demand
• Paid Course