Performance Tuning Courses and Certifications

The Complete Regular Expressions Course with Exercises

821 ratings at Udemy

Learn All Regular Expressions for PHP Javascript Python Java Ruby Perl and Unix systems with exercises from scratch.

• Udemy
• 5 hours 25 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

Foundations of Computer Science: Theory and Practice

767 ratings at Udemy

Learn the fundamental topics of Computer Science and practice them for full mastery

• Udemy
• 4 hours 31 minutes
• Self-Paced
• Free Online Course

How You Can Master the Fundamentals of Transact-SQL

751 ratings at Udemy

Master Transact-SQL fundamentals, including query components, DML vs DDL, and best practices for clean, high-performance code. Learn to create databases, manage data, and develop efficient stored procedures for real-world applications.

• Udemy
• 2 hours 6 minutes
• Self-Paced
• Paid Course

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

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

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

JavaScript Programming from A-Z: Learn to Code in JavaScript

535 ratings at Udemy

JavaScript: Learn to write clear & efficient code in JavaScript. Learn JavaScript. Complete JavaScript Guide. JavaScript

• Udemy
• 3 hours 33 minutes
• Self-Paced
• Paid Course

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

Corey Schafer

Python Tips and Tricks for Writing Better Code

Learn 10 advanced Python techniques to enhance code efficiency and readability, including ternary conditionals, context managers, and unpacking, for more Pythonic programming.

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

CS Dojo

Amazon Coding Interview Question - Recursive Staircase Problem

Learn to solve the recursive staircase problem, a common coding interview question. Explore recursive and dynamic programming approaches, with step-by-step explanations and code examples.

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

300+ Python Exercises for Beginners to Advanced

486 ratings at Udemy

Practice Python with 300+ exercises covering basics, logic building, data structures, and problem solving

• Udemy
• 1 day 10 hours 3 minutes
• Self-Paced
• Paid Course

Compilers: Theory and Practice

This course teaches the theory and practice behind building compilers for higher level programming languages.

• Udacity
• 16 hours
• Self-Paced
• Free Online Course