Google ADK Course (Agent Development Kit)

100 Lessons

40 hours

Google Agent Development Kit (ADK) Training is designed to help you learn build, deploy and manage AI agents powered by Google’s latest generative AI technologies. This Google ADK course covers agent architecture, multi-agent systems, tool integration, workflow automation, memory management, and deployment using Google Cloud and Gemini models. Through hands-on projects, you will gain practical skills to create intelligent AI agents for business automation, customer support, data processing, and enterprise applications.

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Google ADK Course (Agent Development Kit)

About Course

Google ADK (Agent Development Kit) is an open-source framework developed by Google for building, testing and deploying intelligent AI agents and multi-agent systems. This Google ADK training course takes you from foundational agent concepts to production-level deployment on Google Cloud. You will work hands-on with Python, Gemini models, MCP (Model Context Protocol), custom tools, session memory, and multi-agent orchestration.

Prerequisites

Basic Python programming (Python 3.10+) is required as Google ADK primarily runs on Python
Familiarity with APIs and web applications
Basic knowledge of artificial intelligence and machine learning concepts
Understanding of JSON data structures
Working experience with cloud platforms is beneficial but not required

What Will You Learn?

Understand agentic AI concepts and architectures
Build AI agents using Google ADK
Integrate Gemini models into applications
Design multi-agent systems
Implement tool calling and workflow automation
Manage agent memory and context
Deploy agents on Google Cloud
Monitor and optimize agent performance
Develop enterprise-grade AI solutions

Career Outcomes After Google ADK Course

AI Application Developer
Generative AI Developer
AI Agent Developer
Machine Learning Engineer
AI/ML Engineer
AI Solutions Architect
AI Automation Engineer

Course Curriculum

Course Content

Lesson 1 – Introduction to Agentic AI and Google ADK

Understanding AI Agents and Agentic Systems
Evolution of Agent-Based Applications
Google Agent Development Kit (ADK) Overview
ADK Architecture and Core Components
ADK vs Traditional AI Applications
Setting Up the Development Environment
Installing and Configuring Google ADK

Lesson 2 – Getting Started with Google ADK

Lesson 3 – Building Intelligent Agents

Lesson 4 – Working with Tools

Lesson 5 – Sessions, State, and Memory

Understanding Agent State Management
Session Management Concepts
Session Lifecycle
Managing User Context
State Variables and Context Storage
Session Services
In-Memory Sessions
Database-Based Sessions
Long-Term Memory Concepts
Persistent Memory Implementation
Persistent Memory Implementation
Context Retention Strategies

Lesson 6 – Agent Workflows and Orchestration

Workflow Fundamentals
Sequential Workflows
Parallel Workflows
Conditional Routing
Task Planning and Execution
Conditional Routing
Task Planning and Execution
Dynamic Agent Coordination
Workflow Optimization Techniques
Business Process Automation Patterns

Lesson 7 – Multi-Agent Systems

Lesson 8 – Retrieval-Augmented Generation (RAG)

Lesson 9 – Advanced Agent Development

Lesson 10 – Testing, Evaluation, and Debugging

Lesson 11 – Security and Governance

Lesson 12 – Deploying Google ADK Applications

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Self Paced Learning

₹47,940.00

✓ Refund Policy

Duration: 40 hrs
100 Lessons & Practical Labs
Lifetime Full Access & Free Upgrades
Downloadable Study Materials & Code Labs
Recognized Certification of Completion
24x7 Online Support & Learner Forum

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Google ADK Course (Agent Development Kit) Certification Exam

Upon completing the Google ADK Course (Agent Development Kit), you will receive a globally recognized certification that validates your expertise in professional skills and industry best practices. This certification is a testament to your practical knowledge, hands-on skills, and professional readiness.

The Technology certification exam assesses your ability to apply real-world concepts, tools, and techniques learned during the course. Certified professionals are in high demand across industries, opening doors to exciting career opportunities and higher salary potential.

Our certification is recognized by top employers and organizations worldwide. Whether you are looking to advance your current career, switch to a new role, or demonstrate your expertise to clients, this certification gives you the competitive edge you need in today’s fast-paced technology landscape.

Frequently Asked Questions

The Google ADK Course (Agent Development Kit) is designed to provide comprehensive, in-depth training in Google ADK Course (Agent Development Kit). Google ADK (Agent Development Kit) is an open-source framework developed by Google for building, testing and deploying intelligent AI agents and multi-agent systems. This Google ADK training course takes you from foundational agent concepts to production-level deployment on Google Cloud. The program covers foundational concepts through to advanced techniques to ensure you gain job-ready expertise.

This course is ideal for beginners, IT enthusiasts, and working professionals who want to build or advance their career in Google ADK Course (Agent Development Kit) and qualify for developer, engineer, architect positions. There are no stringent prerequisites—basic computer proficiency and a willingness to learn are all that is required. Foundational topics are thoroughly covered during onboarding.

The course is delivered through interactive, live online sessions led by industry experts. You will also have 24/7 access to LMS resources, study materials, and session recordings so you can catch up or revise at your convenience if you miss any live classes.

Yes, hands-on learning is a core component of this course. You will work on practical assignments, real-life use cases, and capstone projects using Google ADK Course (Agent Development Kit) tools and best practices, helping you build a portfolio to showcase to hiring managers.

Upon successful completion of the course curriculum and project assessments, you will be awarded an industry-recognized Certificate of Completion from Kodestree. We also offer career assistance, including resume-building workshops, mock technical interviews, and job opportunities to help you transition into developer, engineer, architect positions.

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Email:
admissions@kodestree.com

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The trainers explained concepts through real-world attack scenarios, which I was able to apply on the job right after the course. Structured curriculum and hands-on labs were the best part.

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Agile concepts were explained clearly, especially backlog management and team facilitation. A bit more time would have made it even better, but overall a solid course.

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Google ADK Course (Agent Development Kit)

About Course

Prerequisites

What Will You Learn?

Career Outcomes After Google ADK Course

Course Curriculum

Course Content

Lesson 1 – Introduction to Agentic AI and Google ADK

Understanding AI Agents and Agentic Systems

Evolution of Agent-Based Applications

Google Agent Development Kit (ADK) Overview

ADK Architecture and Core Components

ADK vs Traditional AI Applications

Setting Up the Development Environment

Installing and Configuring Google ADK

Lesson 2 – Getting Started with Google ADK

Creating Your First AI Agent

Understanding Agent Lifecycle

Working with Gemini Models

Agent Instructions and Prompt Design

Agent Configuration and Parameters

Running and Testing Agents

ADK Project Structure

Lesson 3 – Building Intelligent Agents

Agent Fundamentals

LLM Agents and Reasoning

Agent Response Generation

Structured Outputs

Input and Output Processing

Agent Customization Techniques

Best Practices for Agent Design

Lesson 4 – Working with Tools

Introduction to ADK Tools

Built-in Google Tools

Function Tools

Custom Tool Development

Tool Registration and Configuration

External API Integration

Database Connectivity

Error Handling and Tool Validation

Lesson 5 – Sessions, State, and Memory

Understanding Agent State Management

Session Management Concepts

Session Lifecycle

Managing User Context

State Variables and Context Storage

Session Services

In-Memory Sessions

Database-Based Sessions

Long-Term Memory Concepts

Persistent Memory Implementation

Persistent Memory Implementation

Context Retention Strategies

Lesson 6 – Agent Workflows and Orchestration

Workflow Fundamentals

Sequential Workflows

Parallel Workflows

Conditional Routing

Task Planning and Execution

Conditional Routing

Task Planning and Execution

Dynamic Agent Coordination

Workflow Optimization Techniques

Business Process Automation Patterns

Lesson 7 – Multi-Agent Systems

Introduction to Multi-Agent Architectures

Parent and Child Agents

Agent Delegation Patterns

Specialized Agent Design

Agent Collaboration Strategies

Hierarchical Agent Structures

Agent Communication Mechanisms

Building Scalable Multi-Agent Applications

Lesson 8 – Retrieval-Augmented Generation (RAG)

RAG Fundamentals

Knowledge Retrieval Concepts

Enterprise Knowledge Integration

Document Processing Workflows

Search and Retrieval Techniques

Context Injection Strategies