Performance Tuning Courses and Certifications

Coursera

Optimize AI Inference Speed & Accuracy

Master neural network optimization techniques to achieve 3-5x faster inference while maintaining accuracy across mobile, edge, and cloud deployments using profiling, pruning, and quantization.

• Coursera
• 4 hours 26 minutes
• On-Demand
• Paid Course

Packt

Specialized RMAN Features and Advanced Use Cases

Master advanced Oracle RMAN features for database duplication, performance optimization, and cloud integration. Handle complex backup scenarios in multitenant and RAC environments while implementing best practices for troubleshooting.

• Coursera
• 6 hours 23 minutes
• On-Demand
• Paid Course

Coursera

Putting SQL to Work: The TechMart Challenge

Master advanced SQL techniques through TechMart's real-world retail dataset, applying window functions, CTEs, and optimization to create professional analysis reports.

• Coursera
• 2 hours 12 minutes
• On-Demand
• Paid Course

Coursera

Design Real-Time Architectures with Spark & Kafka

Master real-time data pipelines using Apache Spark & Kafka for scalable streaming systems with fault tolerance, performance tuning, and production deployment strategies.

• Coursera
• 3 hours 39 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Splunk Administration & Performance Optimization Mastery

Master Splunk administration through hands-on training in distributed deployments, data indexing, clustering, and performance tuning for enterprise-scale operations.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Coursera

Analyze & Deploy Scalable LLM Architectures

Master production-grade LLM deployment by analyzing multi-stage architectures, diagnosing bottlenecks, and implementing scalable Kubernetes solutions with HPA and zero-downtime rollouts.

• Coursera
• 2 hours 21 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Apply SQL Server Database Management & Analytics

Master SQL Server from fundamentals to advanced analytics, covering database design, administration, performance tuning, and modern capabilities like JSON and graph databases.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

EDUCBA

Master Unity Maze Games: Design, Build & Optimize

Discover procedural maze generation, interactive elements, and optimization techniques to build a complete Unity game from grid-based logic to polished gameplay mechanics.

• Coursera
• 7 hours 24 minutes
• On-Demand
• Paid Course

Administering an AlloyDB Database

Perform essential administrative tasks for optimal use of AlloyDB for PostgreSQL in Google Cloud console. Gain hands-on experience managing database operations efficiently.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Coursera

Optimize SQL Queries: Uncover Performance Bottlenecks

Master advanced SQL performance optimization techniques to diagnose bottlenecks, analyze execution plans, and implement strategies for scalable data warehouses.

• Coursera
• 1 hour 28 minutes
• On-Demand
• Paid Course

Coursera

Optimize Java Memory for ML Performance

Master Java memory optimization techniques to eliminate 40% of ML performance bottlenecks through profiling, GC tuning, and systematic optimization strategies.

• Coursera
• 4 hours 2 minutes
• On-Demand
• Paid Course

EDUCBA

Apply Java Concepts Through a Real-World Case Study

Master Java development through a comprehensive case study that takes you from project planning to production deployment, covering OOP, databases, multithreading, and real-world workflows.

• Coursera
• 10 hours 51 minutes
• On-Demand
• Paid Course

Coursera

Scale Kubernetes: Optimize Your Systems

Master advanced Kubernetes resource optimization for ML/AI workloads through HPA configuration, utilization analysis, and cost-effective scaling strategies in production environments.

• Coursera
• 1 hour 50 minutes
• On-Demand
• Paid Course

Coursera

AppDynamics (Advanced)

Master advanced AppDynamics capabilities for performance tuning, anomaly detection, and intelligent alerting in mission-critical enterprise environments.

• Coursera
• 3 hours 13 minutes
• On-Demand
• Paid Course

Docker Networking Fundamentals Training

Master Docker networking through hands-on training covering bridge networks, container communication, security isolation, and performance optimization for scalable deployments.

• Coursera
• 2 hours 47 minutes
• On-Demand
• Paid Course