Developing Generative AI Applications on AWS Training in Australia

  • Learn via: Classroom
  • Duration: 2 Days
  • Level: Intermediate
  • Price: From €2,775+VAT
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We can host this training at your preferred location. Contact us!

This course is designed to introduce generative artificial intelligence (AI) to software developers interested in using large language models (LLMs) without fine-tuning. The course provides an overview of generative AI, planning a generative AI project, getting started with Amazon Bedrock, the foundations of prompt engineering, and the architecture patterns to build generative AI applications using Amazon Bedrock and LangChain.

Activities
This course includes presentations, demonstrations, and group exercises

  • Describe generative AI and how it aligns to machine learning
  • Define the importance of generative AI and explain its potential risks and benefits
  • Identify business value from generative AI use cases
  • Discuss the technical foundations and key terminology for generative AI
  • Explain the steps for planning a generative AI project
  • Identify some of the risks and mitigations when using generative AI
  • Understand how Amazon Bedrock works
  • Familiarize yourself with basic concepts of Amazon Bedrock
  • Recognize the benefits of Amazon Bedrock
  • List typical use cases for Amazon Bedrock
  • Describe the typical architecture associated with an Amazon Bedrock solution
  • Understand the cost structure of Amazon Bedrock
  • Implement a demonstration of Amazon Bedrock in the AWS Management Console
  • Define prompt engineering and apply general best practices when interacting with foundation models (FMs)
  • Identify the basic types of prompt techniques, including zero-shot and few-shot learning
  • Apply advanced prompt techniques when necessary for your use case
  • Identify which prompt techniques are best suited for specific models
  • Identify potential prompt misuses
  • Analyze potential bias in FM responses and design prompts that mitigate that bias
  • Identify the components of a generative AI application and how to customize an FM
  • Describe Amazon Bedrock foundation models, inference parameters, and key Amazon Bedrock APIs
  • Identify Amazon Web Services (AWS) offerings that help with monitoring, securing, and governing your Amazon Bedrock applications
  • Describe how to integrate LangChain with LLMs, prompt templates, chains, chat models, text embeddings models, document loaders, retrievers, and Agents for Amazon Bedrock
  • Describe architecture patterns that you can implement with Amazon Bedrock for building generative AI applications
  • Apply the concepts to build and test sample use cases that use the various Amazon Bedrock models, LangChain, and the Retrieval Augmented Generation (RAG) approach
Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Australia facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
18 July 2024
Melbourne, Sydney, Brisbane
2 Days
Classroom / Virtual Classroom
23 July 2024
Melbourne, Sydney, Brisbane
2 Days
Classroom / Virtual Classroom
25 July 2024
Melbourne, Sydney, Brisbane
2 Days
Classroom / Virtual Classroom
06 August 2024
Melbourne, Sydney, Brisbane
2 Days
Classroom / Virtual Classroom
22 September 2024
Melbourne, Sydney, Brisbane
2 Days
Classroom / Virtual Classroom
26 September 2024
Melbourne, Sydney, Brisbane
2 Days
Classroom / Virtual Classroom
26 September 2024
Melbourne, Sydney, Brisbane
€2,775 +VAT Book Now
Classroom / Virtual Classroom
26 September 2024
Melbourne, Sydney, Brisbane
2 Days
Developing Generative AI Applications on AWS Training Course in Australia

Australia is the smallest continent yet it's also one of the largest countries in the World. As the oldest and flattest continent, Australia is a mega-diverse country with a vast variety of landscapes, climates and animals. Canberra is the capital city while Sydney, Brisbane and Melbourne are the more popular ones. Australia is a developed country with a high-income economy and a member of the United Nations, G20 and the Commonwealth of Nations.

While cricket and football are the most popular sports in Australia, the Australian Open tennis grand slam tournament is a major international event that takes place in this country. The island of Tasmania has the cleanest air in the world. Uluru-Kata Tjuta National Park, Great Barrier Reef, Kangaroo Island, Kakadu National Park, Whitsunday Islands and The Pinnacles are some of the jaw-dropping places in Australia.

We offer a wide range of IT courses, from cybersecurity, data science and software development to business skills and project management, and we can host training at your preferred location in Australia. Let our experienced instructors provide you with hands-on training and practical insights.

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