This Udemy course is a comprehensive and well-structured introduction to GenAI Application Architecture: Scalable & Secure AI Design. The instructor, Paolo Dichone is a leading expert in the field with a wealth of experience in Generative AI (GenAI) to share. in this udemy free courses you will Learn how to Build scalable, secure, and efficient GenAI applications with AWS, MLOps, monitoring, and cloud-native architecture.
What you’ll learn
- Design Scalable GenAI Applications: Learn to architect and build scalable GenAI applications using the LGPL architecture, focusing on Layer, Gate, Pipes
- Implement Resiliency and Error Handling: Understand how to incorporate error handling, monitoring, logging, and disaster recovery to create resilient GenAI Apps
- Ensure Security and Cost Efficiency: Develop secure and cost-effective GenAI solutions by leveraging AWS security services, containerization
- Automate and Optimize with MLOps & CI/CD: Learn to implement MLOps, CI/CD, and Explainable AI (XAI) for streamlined deployment and future-proofing GenAI apps
GenAI Application Architecture: Scalable & Secure AI Design Course
Master the essential techniques and best practices for designing and architecting scalable, secure, and cost-effective Generative AI (GenAI) applications. In this course, you’ll explore the principles of the LGPL architecture (Layers, Gates, Pipes, and Loops) and how they apply to building GenAI systems using modern cloud services like AWS.
We’ll cover critical topics such as load balancing, containerization, error handling, monitoring, logging, and disaster recovery. This course is ideal for those looking to understand GenAI architecture, ensuring applications are resilient, secure, and efficient.
This course focuses on the architecture and principles behind building robust GenAI systems, providing the knowledge needed to design effective AI solutions. Enroll now to transform your GenAI Application Architecture skills to the next level. Master GenAI Application Architecture – the core best practices and techniques for building secure, efficient, scalable GenAI Applications.
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Who this course is for:
- AI Developers and Engineers: Those looking to build scalable, secure, and cost-effective GenAI applications.
- Cloud Architects: Professionals working with AWS who want to implement GenAI architectures using best practices.
- Machine Learning Enthusiasts: Individuals with a foundational understanding of machine learning and programming who want to expand into GenAI development.
- Software Engineers: Engineers seeking to integrate AI into cloud-native applications and implement MLOps pipelines