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Architecting AI Solutions - Scalable GenAI Systems for the Future
Architecting AI Solutions - Scalable GenAI Systems for the Future

Architecting AI Solutions - Scalable GenAI Systems for the Future: Master scalable Generative AI architectures and unlock the future of intelligent systems

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Profile Icon Paulo Dichone
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€18.99 per month
Video Dec 2024 2hrs 39mins 1st Edition
Video
€8.99 €67.99
Subscription
Free Trial
Renews at €18.99p/m
Arrow left icon
Profile Icon Paulo Dichone
Arrow right icon
€18.99 per month
Video Dec 2024 2hrs 39mins 1st Edition
Video
€8.99 €67.99
Subscription
Free Trial
Renews at €18.99p/m
Video
€8.99 €67.99
Subscription
Free Trial
Renews at €18.99p/m

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Key benefits

  • In-depth exploration of GenAI evolution and advanced architectural frameworks
  • Practical simulations of LGPL components for real-world application scenarios
  • Comprehensive coverage of scalability, resilience, and ethical considerations in AI

Description

This comprehensive course dives into the intricacies of designing scalable Generative AI (GenAI) systems. Starting with the evolution of AI architectures, you’ll explore how GenAI technologies like Variational Autoencoders and Generative Adversarial Networks have transformed the field. Real-world applications are highlighted to provide context and inspiration, setting the stage for understanding the challenges and opportunities in building GenAI applications. The course delves into the LGPL architecture, a robust framework for creating scalable and resilient systems. Through hands-on exercises, you’ll simulate key components like gates and feedback loops, gaining practical expertise in implementing advanced architecture layers. The curriculum extends to cloud-native deployment strategies, microservices, load balancing, and fault tolerance, ensuring your applications are ready for enterprise-scale demands. Advanced topics include security, monitoring, and ethical considerations for responsible AI development. You’ll explore real-world case studies, tackling challenges such as disaster recovery, high availability, and cost optimization. By the end of the program, you’ll be equipped to build, deploy, and manage GenAI systems that are efficient, secure, and future-proof, ready to meet the demands of modern AI applications.

Who is this book for?

This course is designed for experienced developers, architects, and AI practitioners looking to deepen their expertise in scalable Generative AI systems. Participants should have foundational knowledge of AI concepts, programming (preferably Python), and basic cloud computing principles.

What you will learn

  • Design scalable GenAI systems with advanced architectural techniques
  • Implement cloud-native solutions using microservices and containers
  • Develop resilient GenAI systems with robust error handling strategies
  • Apply security measures to prevent threats and safeguard AI models
  • Optimize GenAI infrastructure for cost efficiency and performance gains
  • Build end-to-end AI applications with real-world use case simulations

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Dec 24, 2024
Length: 2hrs 39mins
Edition : 1st
Language : English
ISBN-13 : 9781837022090
Category :
Concepts :

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Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
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Product Details

Publication date : Dec 24, 2024
Length: 2hrs 39mins
Edition : 1st
Language : English
ISBN-13 : 9781837022090
Category :
Concepts :

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Table of Contents

11 Chapters
Introduction Chevron down icon Chevron up icon
GenAI (Generative AI) Deep Dive Chevron down icon Chevron up icon
The LGPL Architecture - Deep Dive Chevron down icon Chevron up icon
Building Scalable GenAI Applications Chevron down icon Chevron up icon
Building for Cloud-Native Deployments Chevron down icon Chevron up icon
Building Resilient GenAI Applications Chevron down icon Chevron up icon
Disaster Recovery and High Availability Strategies Chevron down icon Chevron up icon
Security Threats in GenAI Applications Chevron down icon Chevron up icon
Cost Optimization Strategies for GenAI Infrastructure Chevron down icon Chevron up icon
Advanced Topics in GenAI Application Architecture Chevron down icon Chevron up icon
Next Steps Chevron down icon Chevron up icon
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