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Developing Generative AI Applications on AWS Advanced

Developing Generative AI Applications on AWS equips software developers with practical skills to build, deploy, and optimize generative AI applications using Amazon Bedrock and LangChain. Designed for developers leveraging large language models without fine-tuning, it addresses the growing demand for AI-driven solutions, with AWS reporting over 1 million certified practitioners globally. Learners gain hands-on experience in prompt engineering, retrieval-augmented generation, and secure application architectures.

This course prepares candidates for the AWS Certified AI Practitioner certification, validating foundational AI/ML expertise. Koenig Solutions enhances learning with official vendor-authorized courseware and Guaranteed-to-Run dates, ensuring flexibility and exam readiness. Graduates are positioned to lead AI initiatives, driving innovation and career advancement in cloud AI development.

16 Hours (2 Days)
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100+ professionals trained

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Course Overview

The AWS course Developing Generative AI Applications on AWS is designed for software developers and engineers who want to build production-grade generative AI applications using large language models without fine-tuning. While not tied to a specific certification exam, this training aligns closely with the skills measured in the AWS Certified Generative AI Developer - Professional (AIP-C01) exam. Ideal for software developers, machine learning engineers, and application architects, this course equips professionals with the practical knowledge to integrate foundation models into real-world applications. With over 100,000 organizations already leveraging Amazon Bedrock for generative AI, demand for skilled developers who can securely deploy and manage AI solutions on AWS is rapidly growing across industries.

Participants in Developing Generative AI Applications on AWS gain hands-on experience with core AWS services including Amazon Bedrock, LangChain, Amazon SageMaker JumpStart, Bedrock Knowledge Bases, Retrieval Augmented Generation (RAG), and the Converse API. Through guided labs in the AWS Management Console, learners configure foundation models, implement prompt engineering techniques, and build functional AI applications such as chatbots and code generators. A key lab component involves constructing a conversational AI agent using LangChain and the Converse API, where students integrate prompt templates, chains, and retrievers to create intelligent workflows. The course also emphasizes responsible AI practices, teaching students to mitigate bias, secure applications, and optimize for cost and performance using real-world scenarios.

Completing Developing Generative AI Applications on AWS prepares learners for the AWS Certified Generative AI Developer - Professional certification, a credential recognized for validating advanced skills in building secure, scalable AI solutions on AWS. Professionals with this expertise report average salary increases of 20-30% in AI engineering roles, with positions like Generative AI Developer and ML Solutions Architect seeing strong market demand. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches, official AWS courseware, and 1-on-1 instructor support, ensuring deep mastery of the material. Graduates are positioned to lead AI initiatives that drive innovation, improve operational efficiency, and deliver measurable business value in production environments.

What You'll Learn

Describe generative AI and its connection to machine learning, highlighting its role in creating advanced AI applications on AWS
Plan a generative AI project on AWS with effective risk mitigation strategies to ensure successful deployment
Configure access and invoke AI models seamlessly using Amazon Bedrock within AWS cloud environments
Apply prompt engineering techniques to reduce bias and improve fairness in AWS foundation models for generative AI
Implement Retrieval Augmented Generation (RAG) with Amazon Bedrock and LangChain to enhance AI response accuracy on AWS
Design scalable generative AI application architectures following AWS best practices and patterns

Prerequisites

Recommended knowledge before taking this course
  • AWS Technical Essentials or equivalent foundational AWS cloud experience is recommended to grasp core cloud concepts essential for developing Generative AI applications on AWS.
  • Intermediate proficiency in Python programming is necessary, as it is the primary language used in building and deploying generative AI solutions on AWS.
  • Familiarity with key AWS services and the AWS Cloud platform helps streamline the development of Generative AI applications on AWS by leveraging scalable cloud resources.
  • An understanding of generative AI concepts and use cases is vital for designing effective AI solutions using AWS services.
  • Experience with large language models (LLMs) and prompt engineering fundamentals enhances your ability to create sophisticated generative AI applications on AWS.
  • Basic knowledge of Amazon Bedrock and the LangChain framework supports efficient integration and deployment of generative AI models on AWS.
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Certification Exam

Everything you need to know about the Developing Generative AI Applications on AWS certification exam

Exam Details
Exam Name
Developing Generative AI Applications on AWS
Exam Cost
100 USD
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
14 days
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Developing Generative AI Applications on AWS

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Generative AI with Amazon Bedrock
Machine learning core concepts Foundations of generative AI Real-world generative AI use cases Evaluating generative AI risks and benefits Core generative AI technical fundamentals Strategic generative AI project planning Risk assessment and mitigation strategies Developing Generative AI Applications on AWS Bedrock
2
Day 2– Prompt Engineering and AWS Architecture
Foundation model architecture basics Prompt engineering design principles Advanced prompt optimization techniques Model-specific prompt engineering workflows Detecting and mitigating prompt bias Practical image bias-mitigation demonstration Generative AI application component overview Retrieval Augmented Generation (RAG) implementation
3
Day 3– Amazon Bedrock Models and Inference
Amazon Bedrock foundation model introduction Executing models for scalable inference Amazon Bedrock API integration methods Enterprise data protection and auditability Lab: Text generation model invocation Zero-shot prompt implementation strategies Managing datasets and vector embeddings Word embeddings technical demonstration
4
Day 4– LangChain Integration and App Development
Optimizing LLM performance metrics Integrating AWS services with LangChain Deploying models using LangChain frameworks Building prompts with LangChain tools Data retrieval and memory management Sequencing components with LangChain chains Resource management with LangChain agents LangChain agents for Amazon Bedrock
5
Day 5– Architecture Patterns and Hands-On Labs
Summarizing text with Amazon Titan Lab: Small file summarization tasks Lab: Long-form text summarization Developing question answering applications Lab: Amazon Bedrock question answering Enterprise chatbot development workflows Lab: Building custom chatbots Code generation using Amazon Bedrock

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

82%

of Developing Generative AI Applications on AWS certified professionals report career advancement within 6 months

Salary Impact

+29%

Average salary increase reported after obtaining the Developing Generative AI Applications on AWS certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Generative AI Engineer
  • AWS AI/ML Solutions Architect
  • Machine Learning Engineer - Generative AI
  • Generative AI Developer
  • AI Application Architect
  • Cloud Generative AI Specialist

Companies Hiring

5,000+
Amazon Accenture Deloitte Capgemini IBM JP Morgan Chase Goldman Sachs TCS Wipro Cognizant

and 5,000+ organizations worldwide seeking Developing Generative AI Applications on AWS certified professionals

Meet Your Instructor

👤
Sachin Chauhan
20+
Years Exp.
5,000+
Students
4.9
Avg Rating
IT Professional with 20+ Years of rich experience in Microsoft .NET Module.
Worked on various Microsoft products, like Developing Microsoft Azure Solutions, Microsoft AI, Cognitive services, Web.
Services, Microsoft ASP.NET Core MVC Web Applications, Programming in C#, HTML5,
CSS3, JavaScript, Angular, reactJs, and SharePoint development on all the versions of SharePoint from 2007 to 2019 and SharePoint Online, Power Platform.

Associated with Koenig since March-2006.

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
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4.9 / 5
Average Rating
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    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

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    Business Intelligence Lead

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    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

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    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Developing Generative AI Applications on AWS training course

Is the certification exam included in the Developing Generative AI Applications on AWS course, and what is the exam fee if separate?
The certification exam is not included in the Developing Generative AI Applications on AWS course. You must purchase the AWS Certified Generative AI Developer - Professional exam separately for $300 USD via Pearson VUE, excluding regional taxes.
What training formats does Koenig offer for Developing Generative AI Applications on AWS, and is Guaranteed-to-Run scheduling available?
Koenig provides live online 1-on-1, virtual instructor-led, and classroom training for Developing Generative AI Applications on AWS. Our Guaranteed-to-Run scheduling ensures your session proceeds as planned, even for single participants, preventing cancellations due to low enrollment.
How long is lab access provided for Developing Generative AI Applications on AWS, and what environment is used?
You receive 30 days of post-course lab access to AWS-hosted cloud sandboxes. This environment lets you master Amazon Bedrock, LangChain, and RAG in secure, real-world AWS settings without needing any local machine configuration.
What is Koenig's rescheduling and cancellation policy for this AWS course?
Koenig offers fee-free rescheduling if requested 7 days before the start date. Cancellations are accepted up to 10 days prior for a full refund. Rescheduling within 7 days incurs a nominal fee to maintain scheduling integrity.
What is the format, number of questions, time limit, and passing score for the AWS Certified Generative AI Developer - Professional exam?
The exam features 75 multiple-choice questions to be completed in 180 minutes. A score of 750/1000 is required to validate your expertise in foundation model integration, AI safety, and operational efficiency for generative AI applications on AWS.
How long is the AWS Certified Generative AI Developer - Professional certification valid, and what is the renewal process and cost?
This certification is valid for three years. Renew by retaking the exam for $300, or extend your validity by one year through specific AWS Skill Builder activities designed to keep your professional credentials current.
What post-training support does Koenig provide after completing the Developing Generative AI Applications on AWS course?
Koenig offers 90 days of post-training support, including expert mentor access for technical queries and community forums. You also receive one free course retake within six months to solidify your skills for the certification exam.
What are the prerequisites or prior experience needed for the Developing Generative AI Applications on AWS course?
Candidates require intermediate Python proficiency, AWS Technical Essentials knowledge, and 1 year of hands-on generative AI experience. Familiarity with core AWS compute, storage, and security services ensures you maximize the value of this advanced training.
What salary increase or career advancement can one expect after completing the Developing Generative AI Applications on AWS course?
Certified professionals report average salaries of $135,000–$165,000, reflecting a 20–30% increase over non-certified peers. This credential qualifies you for high-impact roles like Generative AI Developer and Cloud AI Engineer, accelerating your career in AI-driven innovation.
How does instructor-led training for Developing Generative AI Applications on AWS compare to self-study in terms of certification success rates?
AWS data shows instructor-led training increases pass rates by 35% over self-study. Expert guidance in prompt engineering and LangChain integration provides the structured, hands-on preparation necessary to pass the rigorous professional-level certification exam on your first attempt.

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