Scalability Courses and Certifications

Performance Optimization and Scalability

Master essential techniques for optimizing application performance through caching, query optimization, load balancing, and Microsoft Copilot integration to build highly scalable systems.

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

SQL Server: Why Physical Database Design Matters

559 ratings at Pluralsight

This course shows how you to choose the right data types applicable to SQL Server developers and anyone who is responsible for designing and creating SQL Server tables and indexes, from SQL Server 2005 onward

• Pluralsight
• 3 hours 56 minutes
• On-Demand
• Free Trial Available

JCache Fundamentals

16 ratings at Pluralsight

This course will teach you the fundamentals of how you can use caching in your applications with the JCache standard, including basic operations, efficiently using your caches, and listening to changes in your data.

• Pluralsight
• 1 hour 23 minutes
• On-Demand
• Free Trial Available

Modular RAGs

15 ratings at Pluralsight

Unlock the power of modular RAG architectures. This course will teach you to decompose RAG models into independent modules, implement flexible and reusable designs, and evaluate their performance, scalability, and maintainability for optimal results.

• Pluralsight
• 17 minutes
• On-Demand
• Free Trial Available

ChariotSolutions

Fail Fast - Tumblr's Evolving Architecture

Explore Tumblr's architectural evolution, scaling challenges, and innovative solutions. Gain insights into high-traffic system design, data management, and development practices.

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

HashiCorp

Service Mesh Management at Scale

Explore scaling service mesh management across multiple platforms, clouds, and runtimes using HashiCorp Consul. Learn implementation strategies and see a multi-cloud demo with ECS, Azure VMs, and GKE.

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

IEEE

Red Belly - A Deterministic Scalable Open Permissioned Blockchain

Explore a deterministic, scalable blockchain solution that removes leaders, optimizes superblocks, and implements sharding verification for enhanced performance and efficiency.

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

Scale Your Application to Infinity

Learn how Intuit's IPS provides scalable persistence for hundreds of services using XML schemas, Cassandra, Elastic Search, and Data Lake, with best practices for running Cassandra.

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

OpenAI Embeddings API

Embark on a journey to supercharge your retrieval models with the OpenAI Embeddings API. This course includes advanced techniques for generating and implementing custom embeddings in a client-side database, ensuring a scalable and efficient solution.

• Pluralsight
• 32 minutes
• On-Demand
• Free Trial Available

Amazon Web Services;  Amazon

Getting Started with Amazon Managed Service for Prometheus

Learn to set up and use Amazon Managed Service for Prometheus, reducing effort in building secure, scalable monitoring for long-term metrics retention. Covers workspace creation, sample app instrumentation, and ADOT integration.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Salesforce

Explore Scalability

Scale your org and troubleshoot issues with application performance.

• Trailhead
• 55 minutes
• On-Demand
• Free Online Course

Scale and Deploy LLMs in Production Environments

LLMs are revolutionary yet challenging to deploy and manage. This course will teach you to create and customize blueprints for deploying LLMs in a scalable, cost-effective, and secure way that aligns with your enterprise goals.

• Pluralsight
• 36 minutes
• On-Demand
• Free Trial Available

CNCF [Cloud Native Computing Foundation]

Scaling New Heights with KEDA - Performance, Extensions, and Beyond

Explore KEDA's latest features, performance improvements, and HTTP Add-on capabilities. Learn about scaling modifiers, advanced monitoring, and path-based routing for enhanced Kubernetes event-driven autoscaling.

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

Alan Turing Institute

Systems Challenges in Graph Analytics

Explore challenges in building scalable graph analytics systems, focusing on algorithm behavior, resource allocation, and efficient hardware utilization for large-scale data processing.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

How We Scaled Catalog Ingestion to Hundreds of Thousands of Entities

Explore HP Inc.'s innovative approach to scaling Backstage for large-scale entity ingestion, featuring extended functionality and optimized processing for enterprise-level data management.

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