Capacity Planning Courses and Certifications

Fundamentals of Capacity Planning and Analysis

1064 ratings at Udemy

Learn capacity planning and analysis: measure, model, and remove bottlenecks to boost efficiency and growth

• Udemy
• 3 hours 20 minutes
• Self-Paced
• Paid Course

Introduction to Operations Management

32 ratings

Analyze, improve, and optimize operational processes using key concepts, tools, and methodologies. Gain practical skills in process analysis, flow management, capacity planning, and quality control for enhanced organizational efficiency.

• Coursera
• 16 hours 5 minutes
• Self-Paced
• Paid Course

Operations Management: Forecasting and Capacity Planning

239 ratings at Udemy

Operations Management Training Program (Course 5 of 8)

• Udemy
• 2 hours 16 minutes
• Self-Paced
• Paid Course

Master SAP S/4HANA capacity planning tools for discrete manufacturing, covering evaluation reports, work center load analysis, and leveling techniques for optimal production scheduling.

• SAP Learning
• 5 hours 30 minutes
• Self-Paced
• Free Online Course

How GitLab.com Uses Long-Term Monitoring Data for Capacity Forecasting

Explore GitLab's Tamland tool for capacity planning, leveraging long-term monitoring data and predictive forecasting to anticipate and address potential issues in large-scale service operations.

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

USENIX

The SRE's Crystal Ball - Predicting System Performance with Queues and USL

Master Queueing Theory and Universal Scalability Law to predict system performance, diagnose bottlenecks, and shift from reactive troubleshooting to proactive capacity planning.

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

USENIX

CPU Utilization - The Hidden Cost of Running Hot

Discover how CPU utilization impacts system performance through controlled experiments and derive a practical formula connecting utilization, latency, and capacity for optimization.

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

Lean Production Fundamentals

6 ratings

Discover proven principles and tools for designing efficient, customer-focused processes while learning to identify waste, analyze flow, and apply Lean thinking across industries.

• Coursera
• 11 hours 45 minutes
• Self-Paced
• Paid Course

Oracle

Exadata Warehouse - Simplify Capacity Planning and Forecasting for Exadata

Discover how Exadata warehouse simplifies capacity planning and forecasting, enabling long-term analysis, resource utilization insights, and accurate workload predictions for improved database management.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

USENIX

Capacity Planning in Four Parts - Telling the Future without a Crystal Ball

Learn proactive capacity planning techniques to avoid reactive scaling, covering monitoring, future planning, enforcement, re-evaluation, and common pitfall avoidance for SREs and engineers.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

Predictive Scaling and Capacity Planning With Machine Learning at Amazon.com

Discover how Amazon uses machine learning for predictive scaling during high-traffic events like Prime Day, preventing customer-facing errors through proactive capacity planning.

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

Predictive Scaling and Capacity Planning With Machine Learning at Amazon.com

Discover how Amazon uses machine learning for predictive scaling during high-traffic events like Prime Day, preventing customer-facing errors through proactive capacity planning.

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

Driving Operational Performance

14 ratings at Coursera

Enhance operational efficiency through advanced process analysis, capacity planning, and performance optimization. Learn to manage variability, reduce wait times, and link operations with finance for improved decision-making.

• Coursera
• 11 hours 39 minutes
• Self-Paced
• Paid Course

Supply Chain: Demand Planning (Sales Forecasting and S&OP)

7880 ratings at Udemy

S&OP: Generate Unconstrained Demand & Measure Sales Forecast Accuracy

• Udemy
• 1 hour 48 minutes
• Self-Paced
• Paid Course

SAP Production Planning (PP) Module Online Practical Class

4433 ratings at Udemy

Comprehensive SAP Production Planning training: Configure and implement discrete and process manufacturing, optimize workflows, and integrate with other SAP modules for efficient production management.

• Udemy
• 1 day 14 hours 27 minutes
• Self-Paced
• Paid Course