Performance Tuning Courses and Certifications

Writing Efficient Python Code

Learn to write efficient code that executes quickly and allocates resources skillfully to avoid unnecessary overhead.

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

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

Python Programming

Level-up your programming skills. Learn how to optimize code, write functions and tests, and use best-practice software engineering techniques.

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

Vector Databases for Embeddings with Pinecone

Discover how the Pinecone vector database is revolutionizing AI application development!

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

Intermediate Functional Programming with purrr

Continue learning with purrr to create robust, clean, and easy to maintain iterative code.

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

Optimizing R Code with Rcpp

Use C++ to dramatically boost the performance of your R code.

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

Parallel Programming in R

Unlock the power of parallel computing in R. Enhance your data analysis skills, speed up computations, and process large datasets effortlessly.

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

Coursera

Tirer Parti des Listes Pour un Code Python Plus Simple

Maîtrisez l'utilisation des listes Python pour optimiser votre code, gagner du temps et améliorer la lisibilité. Apprenez à intégrer structures conditionnelles, fonction Map et dictionnaires dans vos listes.

• Coursera
• 1 hour 25 minutes
• Self-Paced
• Paid Course

Serverless Data Processing with Dataflow: Operations

Operate Dataflow pipelines in production. Learn monitoring, logging, troubleshooting, performance tuning, CI/CD, reliability, and templates.

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

Prompt Engineering Tutorial: Learn to supercharge your web dev skills with AI in this free course

Leverage AI to supercharge your web dev skills and streamline your workflow, allowing you to code, learn, and job search faster than you ever have before!

• Scrimba
• 3 hours 7 minutes
• Self-Paced
• Paid Course

PASS Data Community Summit

7 Tips to Performance Tuning, Optimization, and Everything

1 rating

Learn essential performance tuning and optimization techniques for databases from expert Pinal Dave. Discover practical tips to enhance efficiency and solve common challenges.

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

The Python Bible™ | Everything You Need to Program in Python

56851 ratings at Udemy

Build 11 Projects and go from Beginner to Pro in Python with the World's Most Fun Project-Based Python Course!

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

SQL Server Performance Tuning Part 1

5808 ratings at Udemy

Comprehensive guide to optimizing SQL Server performance, covering indexes, execution plans, wait stats, and more. Ideal for DBAs and developers seeking to enhance database efficiency.

• Udemy
• 5 hours 57 minutes
• Self-Paced
• Paid Course

The Complete PL/SQL Bootcamp : "Beginner to Advanced PL/SQL"

20865 ratings at Udemy

A Comprehensive Guide to Make You a Job-Ready PL/SQL Developer.Also Covers Oracle 1Z0-144 and 1Z0-149 PL SQL Exam Topics

• Udemy
• 1 day 2 hours 9 minutes
• Self-Paced
• Paid Course

Databricks

How to Automate Performance Tuning for Apache Spark

Discover techniques to automate Apache Spark performance tuning, addressing common issues and exploring tools for efficient, scalable data pipeline maintenance in production environments.

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