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Developing Generative AI Applications on AWS with AWS JAM

Developing Generative AI Applications on AWS with AWS JAM equips software developers and AI engineers with hands-on skills to build production-ready generative AI applications using Amazon Bedrock, LangChain, and Retrieval Augmented Generation (RAG). Designed for professionals facing the challenge of moving from AI prototypes to scalable solutions, this course addresses a critical industry gap—78% of enterprises report difficulty deploying generative AI at scale (AWS, 2024).

This course prepares learners for the AWS Certified Generative AI Developer - Professional (AIP-C01) certification. Koenig Solutions delivers official AWS-authorized courseware with Guaranteed-to-Run dates and 30-day lab access, ensuring consistent, hands-on practice. Master prompt engineering, secure FM integration, and agentic workflows to drive innovation in real-world cloud environments.

24 Hours (3 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,900
Dedicated instructor, your schedule Fastest
Public Batch USD 1,600
Group class, fixed schedule Most Popular

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Course Overview

The course Developing Generative AI Applications on AWS with AWS JAM by AWS is designed for software developers aiming to build and deploy generative AI solutions using AWS services. It aligns with the AWS Certified Machine Learning - Specialty certification, preparing professionals for roles such as Machine Learning Engineer, AI Solutions Architect, and Data Scientist. With generative AI adoption growing rapidly—70% of North American IT leaders reporting difficulty in filling AI and ML roles—this course equips learners with in-demand skills to address real-world business challenges using large language models without requiring fine-tuning expertise.

Participants gain hands-on experience with core AWS technologies including Amazon Bedrock, LangChain, AWS Management Console, Retrieval Augmented Generation (RAG), Foundation Models (FMs), and Prompt Engineering. The lab component, delivered through AWS JAM, immerses learners in a gamified, hands-on environment where they solve real-world scenarios using a sandboxed AWS Management Console. Students build and test sample use cases by integrating LangChain with LLMs, configuring prompt templates, and implementing RAG architectures, all while following AWS best practices for security, scalability, and cost optimization.

This training prepares candidates for the AWS Certified Machine Learning - Specialty exam, a credential recognized for validating deep expertise in designing and deploying ML solutions on AWS. Certification holders command an average annual salary of $171,725, reflecting the high market value of these skills. Koenig Solutions enhances this learning journey with Guaranteed-to-Run scheduling and official AWS courseware, ensuring consistent access to up-to-date content. Graduates are positioned to lead AI innovation in cloud environments, driving digital transformation across industries.

What You'll Learn

Plan Generative AI projects on AWS with AWS JAM to minimize risks and ensure successful deployment
Configure Amazon Bedrock for seamless access to foundation models in your Generative AI applications
Implement effective prompt engineering techniques using AWS services to improve model responses
Integrate LangChain with Amazon Bedrock for efficient application development and enhanced AI workflows
Design Retrieval-Augmented Generation (RAG) architectures on AWS using Amazon Bedrock to improve information retrieval
Optimize and secure your Generative AI applications on AWS to protect data and ensure high performance

Prerequisites

Recommended knowledge before taking this course
  • AWS Technical Essentials (Classroom or Digital) or equivalent experience in cloud services and AWS infrastructure
  • Intermediate Python skills for developing generative AI applications on AWS
  • Familiarity with Amazon Bedrock architecture and its use cases for building AI solutions
  • Experience with prompt engineering techniques like zero-shot and few-shot learning to optimize AI responses
  • Understanding of foundation models and their inference parameters for deploying AI models effectively
  • Knowledge of LangChain components such as chains, agents, and retrievers for seamless AWS integration and application development
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Certification Exam

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

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates must wait 14 days before retaking the exam if they do not pass. There is no limit on the number of attempts, but each attempt incurs a fee.
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What's Included in Your Training

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

Career Outcomes

85%

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

Salary Impact

+28%

Average salary increase reported after obtaining the Developing Generative AI Applications on AWS with AWS JAM 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 Developer
  • AWS AI/ML Engineer
  • Senior Machine Learning Engineer
  • Cloud AI Solutions Architect
  • AI Application Developer
  • LLM Integration Specialist

Companies Hiring

5,000+
Amazon Deloitte Cognizant Accenture Infosys Wipro CI&T Provectus Capgemini Goldman Sachs

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

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+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

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

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    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.”

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    CISO, Financial Services

    Enterprise Client ✓ Verified
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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.”

    Ahmed R.

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    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.”

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    100+ Learners Trained ✓ Verified
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    “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.

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    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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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.”

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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.

    Carlos R.

    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
  • ★★★★★

    “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
  • ★★★★★

    “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

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