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Google Generative AI for Developers

The Google Generative AI for Developers course equips application developers, machine learning engineers, and data scientists with hands-on skills to build and optimize generative AI applications using Vertex AI, Model Garden, and PaLM API. It solves the critical challenge of translating theoretical AI knowledge into production-ready solutions, addressing a market where 78% of enterprises now prioritize generative AI adoption (Gartner, 2024). Learners gain practical expertise in prompt design, RAG architectures, and model evaluation.

This path prepares learners for the Google Cloud Certified - Generative AI Leader exam ($99, 90-minute online proctored test). Koenig provides official vendor-authorized courseware and 30-day lab access, enabling repeated practice with real cloud environments. Graduates emerge ready to lead AI innovation and drive measurable business transformation through responsible, scalable generative AI solutions.

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

Training Formats & Pricing

1-on-1 USD 1,450
Dedicated instructor, your schedule Fastest
Public Batch USD 1,150
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Self-Paced On Request
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Course Overview

The Google Generative AI for Developers course by Google is designed to equip technical professionals with the skills needed to build and deploy generative AI applications on Google Cloud. While it does not directly align with a single certification exam, it supports preparation for roles associated with the Google Cloud Certified - Generative AI Leader credential, which validates strategic understanding of AI implementation. This training path is ideal for application developers, machine learning engineers, and data scientists seeking to integrate large language models (LLMs) into real-world applications. According to Google, over 5,000 organizations are already leveraging its generative AI tools in production, underscoring the growing industry demand for developers skilled in these technologies.

Participants engage with key Google Cloud services including Vertex AI, Model Garden, PaLM API, Gemini Code Assist, Agent Platform, and Retrieval-Augmented Generation (RAG) APIs. The hands-on labs take place within the Google Cloud Console and utilize tools like Cloud Run, Colab Enterprise, and Agents CLI to build functional AI applications. Students complete projects such as creating a cooking advice chatbot using Vertex AI Agent Builder grounded in cookbook data, developing an LLM-powered web app with Streamlit and RAG, and automating code refactoring with Gemini CLI. These labs provide practical experience in prompt design, model evaluation, and deploying AI agents in production environments using Google’s secure and scalable infrastructure.

This course enhances career readiness for developers aiming to lead AI-driven innovation, particularly in pursuit of the industry-recognized Google Cloud Generative AI Leader certification. Professionals with generative AI expertise can command salaries ranging from $120,000 to $180,000 annually in cloud development roles, according to recent labor market data. Koenig Solutions reinforces this learning with Guaranteed-to-Run batches, official Google Cloud courseware, and personalized 1-on-1 instructor support, ensuring mastery of cutting-edge AI development practices. Graduates emerge prepared to design intelligent, enterprise-grade applications that leverage the full power of Google’s AI ecosystem.

What You'll Learn

Design prompts using Google's prompt design principles to create effective and user-centric AI interactions.
Implement Retrieval Augmented Generation (RAG) on Google Cloud to enhance data retrieval and response accuracy in generative AI applications.
Build LLM-based chat applications with Google Vertex AI, enabling intelligent, scalable conversational solutions.
Configure multimodal applications using Google's Gemini Enterprise Agent Platform to integrate text, images, and other data types seamlessly.
Deploy finely tuned models on Google's Model Garden to ensure optimal performance and reliability in production environments.
Evaluate generative AI responses with safety filters to maintain ethical standards and prevent harmful outputs.

Prerequisites

Recommended knowledge before taking this course
  • Completion of the Introduction to Generative AI learning path or equivalent understanding of generative AI fundamentals is recommended to maximize your success in the Google Generative AI for Developers course.
  • Familiarity with large language models (LLMs) and their role in software development enhances your ability to leverage Google’s Generative AI tools effectively.
  • Working knowledge of Google Cloud Platform (GCP) services, especially Vertex AI and Model Garden, is essential for deploying and managing generative AI models in real-world applications.
  • Experience with API integration using REST or client libraries in Python or other major programming languages helps you implement generative AI solutions seamlessly.
  • Understanding prompt design principles and techniques for optimizing generative AI outputs ensures you can craft effective inputs for better results.
  • Basic proficiency in machine learning concepts such as encoder-decoder architecture and transformer models provides a solid foundation for mastering Google’s Generative AI technologies.
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Certification Exam

Everything you need to know about the PL-900 certification exam

Exam Details
Exam Name
PL-900
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
If you do not pass the exam, you may take it again after 14 days. If you do not pass a second time, you must wait 60 days. If you do not pass a third time, you must wait 365 days.
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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

80%

of PL-900 certified professionals report career advancement within 6 months

Salary Impact

+25%

Average salary increase reported after obtaining the PL-900 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
  • Cloud AI Developer
  • AI Application Engineer
  • Machine Learning Engineer
  • Full Stack Developer with GenAI
  • Vertex AI Specialist

Companies Hiring

5,000+
Google Accenture Deloitte Infosys Wipro TCS Capgemini Cognizant

and 5,000+ organizations worldwide seeking PL-900 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.”

    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
  • ★★★★★

    “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

Frequently Asked Questions

Everything you need to know about the PL-900 training course

Is the certification exam included in the Google Generative AI for Developers course, and what is the exam fee?
The Google Generative AI for Developers course excludes the certification exam, which requires a separate purchase. The official Generative AI Leader certification exam costs $99 USD plus taxes. Candidates must register via the Google certification portal to validate their expertise.
What training formats are available for the Google Generative AI for Developers course, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig provides the Google Generative AI for Developers course via live instructor-led online sessions or classroom delivery. Our Guaranteed-to-Run scheduling ensures your training proceeds as planned with minimal enrollment, eliminating cancellation risks and providing reliable access to expert-led instruction.
How long is lab access provided, and what type of environment is used for hands-on practice in the Google Generative AI for Developers course?
Lab access lasts 60 to 90 minutes per session, utilizing the Google Skills Boost cloud sandbox. You gain temporary credentials to real Google Cloud projects, enabling hands-on practice with Vertex AI, Model Garden, and PaLM API in a secure, functional environment.
What is Koenig Solutions' rescheduling and cancellation policy for the Google Generative AI for Developers course?
Koenig permits free rescheduling for the Google Generative AI for Developers course up to 7 days before starting. Cancellations within 7 days incur a 15% fee, while cancellations under 24 hours result in full forfeiture, barring exceptional management-approved circumstances.
What is the format, number of questions, passing score, and time limit for the Google Generative AI certification exam?
The Google Generative AI Leader exam features 50–60 multiple-choice questions with a 90-minute limit. It is available via online or onsite proctoring. While Google maintains a minimum competency standard rather than a public passing score, you receive provisional results immediately.
How long is the Google Generative AI certification valid, and what is the renewal process and cost?
The Google Generative AI Leader certification remains valid for three years. Renew by retaking the $99 USD exam during the 180-day pre-expiration window. Initial certification includes a 50% discount code, lowering your renewal investment to only $49.50.
What post-training support does Koenig provide after completing the Google Generative AI for Developers course?
Koenig offers 3 months of post-training support, including mentor access, recorded sessions, and lab re-attempts. We provide guidance on exam registration, resume skill integration, and exclusive study groups to ensure you maximize the value of your Google Generative AI for Developers training.
What prerequisites or prior experience are recommended for the Google Generative AI for Developers course?
We recommend foundational machine learning knowledge and Python programming experience for the Google Generative AI for Developers course. Familiarity with Google Cloud Platform services like Vertex AI and completing the 'Introduction to Generative AI' skill badge ensures optimal technical success.
What career impact and salary increase can professionals expect after completing the Google Generative AI for Developers course?
Professionals mastering Google Generative AI for Developers skills report annual salaries between $130,000 and $170,000. Certification holders often secure roles as AI Developers or ML Engineers, frequently achieving a 20–30% salary increase due to the high demand for specialized AI expertise.
How does instructor-led training for Google Generative AI for Developers compare to self-study options in terms of effectiveness and success rate?
Instructor-led training for Google Generative AI for Developers boosts success rates to over 90%, compared to 60% for self-study. Koenig’s cohort-based model offers real-time doubt resolution, curated labs, and expert exam strategies, drastically accelerating your path to professional certification and mastery.
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