GenAI Application Architecture: Scalable & Secure AI Design

Build scalable, secure, and efficient GenAI applications with AWS, MLOps, monitoring, and cloud-native architecture
4.30 (81 reviews)
Udemy
platform
English
language
Other
category
GenAI Application Architecture: Scalable & Secure AI Design
716
students
2.5 hours
content
Nov 2024
last update
$29.99
regular price

Why take this course?

🚀 Course Title: GenAI Application Architecture: Scalable & Secure AI Design

🎓 Instructor: Paulo Dichone | Software Engineer, AWS Cloud Practitioner & Instructor


👩‍💻 Course Headline: Build scalable, secure, and efficient GenAI applications with AWS, MLOps, monitoring, and cloud-native architecture


🚀 Course Description:

Dive into the world of Generative AI (GenAI) and master the essential techniques and best practices for designing and architecting scalable, secure, and cost-effective GenAI applications. In this comprehensive course, you'll explore the principles of the cutting-edge LGPL architecture (Layers, Gates, Pipes, and Loops) and how they apply to building GenAI systems using modern cloud services like AWS.

🔍 Key Topics Covered:

  • 🌪️ Load Balancing & Containerization: Learn how to manage traffic and organize your code efficiently in containers.
  • 🛠️ Error Handling & Monitoring: Discover the best approaches for handling errors gracefully and keeping a close eye on system health.
  • 📊 Logging & Disaster Recovery: Understand how to collect logs effectively and prepare your applications to recover from unforeseen events.
  • 🧠 MLOps, CI/CD, and Security Strategies: Explore the integration of machine learning operations for a smooth deployment pipeline and robust security measures.

📚 What You'll Learn:

  • Architect scalable and secure GenAI applications using the LGPL model.
  • Understand core concepts such as containerization, load balancing, and disaster recovery.
  • Learn best practices for monitoring, logging, and error handling in GenAI systems.
  • Explore MLOps, CI/CD, and security strategies for future-proofing AI applications.

🛠️ Why This Course?

This course is tailored for:

  • Software engineers seeking to specialize in GenAI application architecture.
  • AWS practitioners aiming to leverage cloud services for building GenAI systems.
  • Any professional or student interested in AI and machine learning with a focus on scalable, secure solutions.

🌟 Course Benefits:

  • Transform your understanding of GenAI Application Architecture to the next level.
  • Master the core best practices and techniques for building secure, efficient, and scalable GenAI applications.
  • Enhance your ability to design effective AI solutions that can withstand real-world demands.

📅 Enrollment is Open:

Take the first step towards becoming a GenAI Application Architecture expert. Enroll now and unlock the potential of your projects by applying these concepts in a practical, hands-on manner.

🔥 Ready to Level Up Your Skills?

Join Paulo Dichone in this journey and get ready to dive deep into the world of AI architecture. Let's embark on this learning adventure together!


👋 See You Inside the Course!

Let's unlock the power of Generative AI applications. Enroll today and transform your GenAI Application Architecture skills with practical, cutting-edge knowledge led by an experienced software engineer and AWS Cloud practitioner. Can't wait to see you there! 🚀🤖✨

Loading charts...

6123325
udemy ID
12/08/2024
course created date
16/09/2024
course indexed date
Bot
course submited by