In this module, we will take an in-depth look at Generative AI (GenAI), understanding its foundational concepts and evolution. Through real-world applications and an exploration of VAEs and GANs, you’ll gain insight into the power and potential of GenAI systems.

In this module, we will dive deep into the LGPL architecture, exploring its vital components and layers. Through hands-on simulations, you will build practical understanding by integrating Gates, Pipes, and Loops into scalable GenAI systems.

In this module, we will explore key infrastructure considerations for GenAI applications, diving into containerization, Docker, and architectural choices. You’ll also learn how to implement strategies like load balancing and fault tolerance to ensure your applications are scalable and resilient.

In this module, we will explore how cloud platforms enable scalable and efficient deployment of GenAI applications, helping you understand the key advantages of building for the cloud.

In this module, we will focus on strategies for building resilient GenAI applications, from managing errors and exceptions to ensuring uptime with monitoring and alert systems. Learn how to maintain reliability and reduce failure impacts.

In this module, we will cover strategies to ensure your GenAI applications are both resilient and high-performing, exploring disaster recovery techniques and high availability solutions, including cloud-based tools from AWS.

In this module, we will examine common security threats facing GenAI applications and explore the role of Explainable AI (XAI) in safeguarding against adversarial risks, helping you secure your systems from emerging threats.

In this module, we will focus on cost optimization strategies, including resource right-sizing and containerization. You’ll learn how to balance performance and cost efficiency when deploying GenAI applications.

In this module, we will explore advanced concepts in GenAI architecture, such as Explainable AI, MLOps, and ethical AI. You’ll also discover the emerging trends that are shaping the future of GenAI systems.

In this final module, we will provide guidance on how to continue your journey of mastering scalable GenAI systems, offering recommendations for next steps and further learning opportunities.