Scalable Systems Courses and Certifications

Conf42

Platform-First Forecasting - Engineering Scalable ML Systems

Discover how to build scalable ML forecasting systems using platform-first engineering principles, microservices architecture, and containerization strategies for production success.

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

Conf42

API Integration with JavaScript - Scalable and Future-Ready Systems

Master JavaScript API integration strategies, security practices, and emerging trends to build scalable, future-ready systems with REST, GraphQL, and middleware solutions.

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

GCP Professional Cloud Architect: Google Cloud Certification

14315 ratings at Udemy

Become a GCP Cloud Architect. Architect Google Cloud Platform (GCP) Solutions. Includes 4 New Case Studies.

• Udemy
• 23 hours 1 minute
• Self-Paced
• Paid Course

Coursera Career Certificate

Blueprint to Bytecode: Architecting Scalable AI Systems

Master the full AI systems lifecycle—from data pipelines and GPU clusters to cloud deployment—using Kubernetes, Docker, SageMaker, and MLOps best practices to build scalable, production-ready enterprise AI solutions.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 10 courses

Career Certificate

Building a Vector Search Engine with ChromaDB

Master ChromaDB to build intelligent vector search systems with embedding generation, semantic retrieval, and scalable optimization techniques.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 4 courses

EDUCBA

NoSQL Databases: Analyze & Implement Scalable Systems

Master NoSQL databases, Apache Oozie workflow orchestration, Storm real-time processing, and Mahout machine learning to build scalable, fault-tolerant big data architectures.

• Coursera
• 14 hours 2 minutes
• Self-Paced
• Paid Course

Software Development : Object Oriented Programming (HP2L48)

Master Object-Oriented Programming principles including inheritance, encapsulation, and polymorphism to design robust, scalable software applications and critique OOP designs.

• OpenLearning
• Self-Paced
• Free Online Course

Business Ecosystems and Models in the Digital Age

Develop a ready-to-present digital business model innovation proposal with scalable strategies and real-world transformation impact for future leaders.

• OpenLearning
• Self-Paced
• Paid Course

Big Data Applications & Trends​

Learn big data fundamentals, technologies, cloud analytics platforms, and emerging applications shaping modern data-driven organisations.

• OpenLearning
• 40 hours
• Self-Paced
• Paid Course

Optimizing and Scaling Pinecone for Vector Search

Master Pinecone optimization for large-scale vector search, covering query latency reduction, dynamic search space filtering, and real-time stream processing for high-performance retrieval.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

Building a Vector Search Engine with Pinecone

Master building vector search engines with Pinecone—covering embeddings, semantic retrieval, indexing, and scalable optimization for fast, intelligent search systems.

• CodeSignal
• 7 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Google Cloud Infrastructure for AWS Professionals

1681 ratings at Coursera

Fast-track series comparing Google Cloud with AWS solutions, offering hands-on practice for cloud architects and engineers to build and manage Google Cloud resources.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course

Managing AI Projects: From Strategy to Delivery

49 ratings at Coursera

Master the essentials of leading AI initiatives, from resource planning to deployment, with focus on scalability, risk management, and ethical considerations while building diverse teams for optimal project outcomes.

• Coursera
• 13 hours 52 minutes
• Self-Paced
• Paid Course

Foundations of Distributed Database Systems

Master distributed database fundamentals, from core architectures to advanced partitioning techniques. Gain practical skills in optimizing query performance and managing data across distributed environments.

• Coursera
• 17 hours 12 minutes
• Self-Paced
• Paid Course

GenAI and LLMs on AWS

28 ratings at Coursera

Deploy and manage LLMs on AWS using Amazon Bedrock. Learn to optimize performance, build secure pipelines, and comply with regulations through hands-on labs and real-world scenarios.

• Coursera
• 1 day 22 hours 11 minutes
• Self-Paced
• Paid Course