Description
Software Architecture and System Design for SaaS & AI Agent Course. This course is a comprehensive, project-based program that teaches the fundamentals of software architecture, system design for SaaS-based software, and AI Agent applications from introductory to advanced levels. This course is designed to provide in-depth learning of software engineering principles and implementation of modern patterns in developing scalable systems. In this course, learners will be introduced to the fundamentals of software architecture and system design, including functional and non-functional requirements and architectural trade-offs. It then examines the differences between monolithic and microservices architectures, and teaches how to communicate components and choose the appropriate structure based on the needs of the application. In subsequent sections, API-related architectures, synchronous and asynchronous communications, databases for SaaS applications, and efficient data management during application growth are discussed. Advanced topics such as multi-tenant architectures, distributed and event-driven systems, and file storage and media processing systems are also taught. In the system design section, topics such as load balancing, horizontal scalability using NGINX, and system capacity planning are examined, and two practical case studies including a food delivery application and a video streaming platform are implemented. The final part of the course is dedicated to the architecture of AI agents, the design of multi-agent systems, the implementation of an AI legal research agent with a ReAct loop, and an AI technical support assistant with memory management, vector databases, and RAG capabilities so that learners can design and implement modern intelligent systems from scratch.
What you will learn
- Learn the basics of software architecture and system design
- Familiarity with functional and non-functional requirements and analysis of software architecture trade-offs
- Review and comparison of monolithic and microservices architectures
- Mastery of API architecture and synchronous and asynchronous communications in software systems
- Designing databases for SaaS applications and choosing optimal structures
- Introduction to multi-tenant architecture and data isolation concepts
- Understanding distributed systems and event-driven architecture
- Learn file storage architecture and media processing
- Performing load balancing and horizontal scaling simulation using NGINX
- How to do Capacity Planning in System Design
- Practical design of a food delivery app and video streaming platform system
- Learn AI agent architecture, large language models, and external API integration
- Implementing Multi-Agent Systems Architecture and Orchestration
- Building an AI legal research agent and implementing the ReAct loop
- Building an AI technical support assistant and integrating memory management, RAG, and vector databases
- Implementing human-in-the-Loop monitoring and reinforcement learning from human feedback
This course is suitable for people who:
- Software architects who are interested in designing effective and reliable software systems
- Software developers who want to implement system design principles and build applications with the ability to handle growing traffic
Course details: Software Architecture and System Design for SaaS & AI Agent
- Publisher: Udemy
- Instructor: Christ Raharja
- Training level: Beginner to advanced
- Training duration: 2 hours and 56 minutes
- Number of lessons: 21
Course headings
Prerequisites for the Software Architecture and System Design for SaaS & AI Agent course
- No previous experience in software architecture is required
- Basic knowledge in software development
Course images
Sample course video
Installation Guide
After Extract, view with your favorite player.
Subtitles: None
Quality: 1080p
Download link
Rapidgator link
File(s) password: www.downloadly.ir
File size
2.01 GB