Cost Optimization Courses and Certifications

Observability in Google Cloud

Welcome to the second part of the two part course, Observability in Google Cloud. This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

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

Coursera Microcredential

LLM Optimization & Evaluation

Master the complete lifecycle of LLM optimization through hands-on experience with production-ready techniques, evaluation methods, cost reduction, and deployment strategies.

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

Logyca

Fundamentos de Gestión de inventarios

Aprende a controlar y supervisar eficientemente el flujo de productos, optimizando costos y satisfaciendo la demanda de clientes en este curso práctico de gestión de inventarios.

• edX
• 1 week, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

LearnKartS

Achieving Excellence in GCP Architecting

Master GCP architecture principles, design resilient solutions, implement best practices for security and performance, and gain hands-on skills through real-world scenarios and practical exercises.

• Coursera
• 5 hours 18 minutes
• On-Demand
• Paid Course

Capstone: Following the AWS Well Architected Framework

Learn to optimize AWS architectures using the Well-Architected Framework's six pillars. Apply best practices for operational excellence, security, reliability, performance, cost optimization, and sustainability.

• Coursera
• 11 hours
• On-Demand
• Free Online Course (Audit)

Quick Start Guide to Large Language Models (LLMs): Unit 2

Master optimization, fine-tuning, and AI alignment techniques to customize LLMs for specific needs while balancing performance and cost through advanced prompt engineering.

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

Managing a GKE Multi-tenant Cluster with Namespaces

This is a self-paced lab that takes place in the Google Cloud console. This lab explores best practices in managing and monitoring a multi-tenant cluster in order to optimize your costs.

• Coursera
• 1 hour 15 minutes
• On-Demand
• Paid Course

Optimizing Cost with Google Cloud Storage

Configure Cloud Monitoring and deploy a Cloud Function to automate object migration between storage classes, optimizing costs while maintaining data accessibility in Google Cloud.

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

AWS Migration Evaluator Getting Started

Learn to optimize workload placement and cost on AWS using Migration Evaluator's algorithmic analysis, simplifying on-premises resource assessment and cloud migration planning.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

AZ-305: Build solutions with the Microsoft Azure Well-Architected Framework.

You will learn to build Azure solutions using the Well-Architected Framework, focusing on cost optimization, operational excellence, performance efficiency, reliability, and security in cloud architecture.

• edX
• 1 week, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Optimize AI Prompts for Cost and Quality

Master prompt engineering to optimize AI outputs for quality, cost-effectiveness, and ethical alignment through structured templates and bias mitigation techniques.

• Coursera
• 3 hours 11 minutes
• On-Demand
• Paid Course

Capstone: Following the Well Architected Framework

Master AWS Well-Architected Framework principles to design secure, efficient cloud solutions while exploring best practices in operational excellence, reliability, security, performance, and cost optimization.

• edX
• 2 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Hybrid AI Search Workflows

Discover how to architect hybrid search systems that combine generative AI with traditional search for accurate, context-aware results while optimizing costs and performance.

• Coursera
• 2 hours 44 minutes
• On-Demand
• Paid Course

Coursera

Optimize, Evaluate, and Forecast Your Cloud Spend

Master cloud cost optimization through data-driven analysis, pricing strategy evaluation, and predictive forecasting models to reduce infrastructure spending by up to 30%.

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

Coursera

Optimize LLM Costs & Streamline Processes

Discover how to reduce LLM costs through quantization and streamline ML workflows using Value-Stream Mapping for operational excellence in AI projects.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course