Code Optimization Courses and Certifications

Devoxx

How Difficult Can It Be to Write Efficient Code?

Explore tools like AsyncProfiler, JMH, and JFR to identify performance bottlenecks and optimize your code with practical demos, real-life examples, and actionable techniques.

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

WeAreDevelopers

Frontend Performance Optimization Techniques

Explore cutting-edge frontend techniques, optimize code performance, and enhance user experiences with expert insights on responsive design, animations, and efficient data streaming.

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

NHR@FAU

Compiler Architecture - Abstractions for Domains, Accelerators, and Microarchitecture

Explore compiler design principles, domain-specific languages, accelerator targeting, and optimization techniques for high-performance computing applications.

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

Compilers: Theory and Practice

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

• Udacity
• 16 hours
• On-Demand
• Free Online Course

Writing Efficient Python Code

53 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Writing Efficient R Code

27 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Spark

7 ratings at Udacity

Master how to work with big data and build machine learning models at scale using Spark!

• Udacity
• 8 hours
• On-Demand
• Free Online Course

Optimizing R Code with Rcpp

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

• DataCamp
• 4 hours
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

Embedded Systems Programming with C/C++

1 rating at Udacity

Master embedded systems programming with C/C++ through hands-on microcontroller development, bit manipulation, interrupt handling, and code optimization techniques.

• Udacity
• 8 hours
• On-Demand
• Paid Course

ACM SIGPLAN

Concrete Type Inference for Code Optimization using Machine Learning with SMT Solving

Explore innovative concrete type inference for dynamically typed languages, combining machine learning and SMT solving to enable code optimization without manual type annotations, significantly boosting performance.

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

AWS Events

How to Use AWS MCPs to Optimize Your Code - The Keys to AWS Optimization - S14 E9

Explore three essential AWS MCP libraries for secure computation and cost optimization in distributed cloud environments.

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

Confreaks

Getting Ahead by Deleting Code - PowerShell Optimization Techniques

Discover strategies to streamline PowerShell scripts by eliminating unnecessary code, enhancing efficiency and maintainability in your automation projects.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

AWS Events

Use Amazon Q to Optimize Your Infrastructure as Code - The Keys to AWS Optimization - S14 E5

Discover how Amazon Q's AI-powered capabilities can automate, optimize, and troubleshoot your Infrastructure as Code workflows for more efficient cloud deployments and improved code quality.

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