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EncartaLabs

Building Generative AI Applications

( Duration: 2 Days )

This Building Generative AI Applications training course prepares you to begin building generative AI (GenAI) enabled applications. It develops a solid fundamental understanding of what generative AI can accomplish, how it works, and how to build simple applications using currently popular GenAI models and services. The course consists of presentations, demos, and hands-on labs where you work with GenAI models and services, and build a real GenAI application.

By attending Building Generative AI Applications workshop, delegates will be able to:

  • Identify opportunities to leverage generative AI in various domains
  • Understand and use the content generation capabilities of generative models
  • Select an appropriate model and architecture for building an application
  • Build simple applications that utilize generative AI functionality
  • Optimize the performance, cost, and safety of generative AI applications
  • Prepare to learn about more sophisticated or specific generative AI solutions

The Building Generative AI Applications class is ideal for:

  • Developers, solution architects, and others involved in the design, development, and operation of software systems.

COURSE AGENDA

1

Generative AI In Action

  • Hands-On Tour of Real-World Generative AI Applications
    • Drafting Content
    • Answering Questions
    • Translation
    • Code Generation
    • Image Generation
    • Search
    • Agents
  • So, What Does GenAI Do?
  • How Valuable Can It Be?
  • What Risks Do You See?
2

GenAI Fundamentals

  • Models
    • What Makes Generative Models Unique?
    • Popular Models
    • Foundation vs. Fine-Tuned Models
  • Mechanics
    • How Large Language Models Work
    • Embeddings and Vector Search
    • Non-Text Content Generation
  • Services and Architectures
    • Google: Vertex AI, Vertex AI Agent Builder, Dialogflow CX, Codey
    • OpenAI: Text, Images, Embeddings, Moderation, Plugins
    • On-Premises Alternatives
  • Safety
    • Adversarial Testing
    • Human Review
    • Moderation
    • Other Techniques
  • Costs
    • Pricing Schemes
    • Cost Optimization Strategies
    • Cost Projections and Budgeting
3

Building Applications

  • Choosing a Stack
  • Prompt Design and Parameters
  • Making and Using Predictions
  • Optimizing Application Performance
  • Operating a Service at Scale

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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