Cost Optimization Courses and Certifications

Anyscale

Databricks' vLLM Optimization for Cost-Effective LLM Inference - Ray Summit 2024

Discover strategies for optimizing vLLM to enhance LLM inference performance, reduce GPU idle time, and accelerate quantization, leading to cost-effective large-scale language model deployment.

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

Tech Field Day

Telemetry Data Understanding and Optimization for Cost-Effective Observability with Mezmo

Discover how to effectively manage and optimize telemetry data pipelines for enhanced observability, cost control, and faster incident response in enterprise systems.

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

OpenInfra Foundation

Cloud Cost Optimization Techniques for Budget Management

Master cloud cost optimization strategies to reduce infrastructure expenses across public, private, and hybrid environments while achieving long-term TCO reduction and budget efficiency.

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

CMU Database Group

Query Cost Models and Statistics in Database Optimization - Lecture 12

Dive into advanced database query optimization techniques, focusing on cost models and statistical approaches for efficient query processing and performance tuning.

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

NPTEL-NOC IITM

Decision Making with Cost Accounting: Product Mix Optimization - Part 5

Master practical cost accounting techniques for optimizing product mix decisions and maximizing profits while working within resource constraints and production requirements.

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

NPTEL-NOC IITM

Decision Making with Cost Accounting: Product Mix Optimization - Part 4

Master practical cost accounting techniques for optimizing product mix decisions, handling resource constraints, and maximizing profits through real-world examples and applications.

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

Fast and Cost-effective Build Optimization with Bazel

Discover how to optimize Bazel builds with cache replication, scale remote execution, and achieve significant cloud cost savings while maintaining high performance and global consistency.

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

Master MRO inventory management with IBM's optimization solution, covering mathematical models, user interface, and cost-risk balancing strategies for asset-intensive operations.

• IBM Training
• 4 hours
• Self-Paced
• Free Online Course

Career Certificate

Cloud Architect using Microsoft Azure

5 ratings at Udacity

Comprehensive Azure training covering infrastructure design, migration, cost optimization, monitoring, and security for aspiring cloud architects and engineers.

• Udacity
• 53 hours
• Self-Paced
• Paid Course

Career Certificate

AWS Certified Solutions Architect - Associate

2 ratings at Udacity

Master AWS architecture design principles to build secure, resilient, high-performing, and cost-optimized cloud solutions while preparing for the Solutions Architect Associate certification.

• Udacity
• 60 hours
• Self-Paced
• Paid Course

Master production AI essentials including performance monitoring, privacy protection, model drift detection, cost optimization, and incident response through building a customer support chatbot.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Modernizing and Optimizing Architecture

Master serverless architectures, cost optimization, and AI solutions on AWS through hands-on projects and infrastructure automation techniques.

• Udacity
• 11 hours
• Self-Paced
• Paid Course

Sr.Secondary : Economics (318)

Explore key economic concepts for production, consumption, and investment. Learn to analyze economic growth, development, and resource allocation using statistical tools and graphs.

• Swayam
• 24 weeks
• Self-Paced
• Free Online Course

Designing AWS Architecture for Workloads

Master AWS architecture selection, workload migration strategies, and optimization techniques to build scalable, efficient cloud solutions for diverse business needs.

• Udacity
• 11 hours
• Self-Paced
• Paid Course

Design Cost-Optimized Architectures on AWS

Master AWS cost optimization through hands-on strategies for storage, compute, database, and network architectures while balancing performance and scalability effectively.

• Udacity
• 13 hours
• Self-Paced
• Paid Course