Certified Authority.
Accredited validation from technology leaders, confirming mastery in enterprise infrastructure and AI orchestration.
Google AI Professional Certificate
Those who earn the Google AI Professional Certificate are fluent in AI, and have completed 7 courses demonstrating their ability to apply AI to the skills where AI is transforming work: Brainstorming, Research, Communication, Content Creation, Data Analysis, and coding. They have built a portfolio of 20+ artifacts using AI, and vibe coded a custom AI solution. They prompt effectively, evaluate outputs, and leverage AI tools responsibly to solve real workplace challenges.
Deploy Multi-Agent Architectures
Complete the Deploy Multi-Agent Architectures skill badge to demonstrate skills in the following: building multi-agent systems with ADK, connecting agents with the Agent-to-Agent (A2A) protocol, integrating external tools using the Model Context Protocol (MCP), and deploying a complete multi-agent solution to Agent Engine.
Engineer AI Agents with Agent Development Kit (ADK)
Complete the Engineer AI Agents with Agent Development Kit (ADK) skill badge to demonstrate skills in the following: formulating real-world language model research problems; building a simple tokenizer; preparing a dataset for training a transformer language model; running the training loop of a small language model.
Google Agile Essentials
Those who earn the Google Agile Essentials skills badge have completed six modules designed to teach the Agile project management approach and key elements of popular frameworks under the Agile umbrella, including Scrum. They have applied their knowledge through hands-on activities, quizzes, and a cumulative assessment. They are able to transfer their new skills to current or future jobs.
Google People Management Essentials
Those who earn the Google People Management Essentials Certificate have demonstrated their competence in foundational people management skills. Through hands-on activities and assessments, graduates have developed proficiency in key areas including employee coaching, performance management, and team development, preparing them to lead effective teams, support employee growth, and drive results.
Create Your First Gemini Enterprise Application
Complete the Create Your First Gemini Enterprise Application skill badge to demonstrate skills in the following: deep research agents, multi-agent ideation, and NotebookLM for focused analysis
AI for App Building
Those who earn the AI for App Building badge from Google can apply "vibe coding"—a technique where natural language is used to generate fully functioning code. They have mapped out their personal workflows to identify opportunities for AI and analyzed these tasks to determine their suitability for an app. They have built custom web applications to solve workflow challenges and possess an understanding of the common pitfalls of vibe coding.
AI for Data Analysis
Those who earn the AI for Data Analysis badge from Google can use AI to clean, analyze, and visualize complex data. They have acquired the skills to convert messy, unstructured data into structured formats and develop spreadsheet functions using natural language. Beyond basic analysis, they can collaborate with AI to identify key business metrics, and visualize their findings to drive evidence-based decision making.
AI for Content Creation
Those who earn the AI for Content Creation badge from Google can use AI to generate and transform multimedia content. They have demonstrated the ability to create marketing assets, including images and video, and enhance presentation slides for maximum engagement with image and video generation models. They possess the skills to critique creative work against brand guidelines and refine outputs to ensure they are polished and align to standards.
AI for Research and Insights
Those who earn the AI for Research and Insights badge from Google can leverage AI to increase the speed and depth of their research. They have the skills to synthesize complex, multimodal information (text, video, documents) into concise summaries and reports. Furthermore, they have demonstrated the ability to validate sources, create expert personas using Gems to pressure-test ideas, and use tools like Gemini Deep Research to generate data-backed insights to help inform decisions.
AI for Writing and Communicating
Those who earn the AI for Writing and Communicating badge from Google can use AI to refine communication strategies and produce high-quality writing. They are proficient in transforming meeting transcripts into actionable decision lists and adapting messages for diverse audiences using Gemini Canvas. They have also practiced using AI to practice their talking points ahead of a high stakes conversation and anticipate stakeholder feedback to improve work outcomes.
AI for Brainstorming and Planning
Those who earn the AI for Brainstorming and Planning badge from Google can transform abstract ideas into actionable project plans using AI. They have demonstrated the ability to use AI as a thought partner to brainstorm business concepts, conduct cost-benefit analyses, and identify project risks and dependencies. They are skilled in creating centralized project hubs to keep stakeholders informed and using scheduled actions to automate routine project management tasks.
AI Fundamentals
Those who earn the AI Fundamentals badge from Google have adopted the "AI as a Collaborator" mindset and developed an understanding of the AI ecosystem, including models, features, and applications. They are familiar with AI strengths, limitations and risks. They have mastered prompting and have practiced advanced techniques. They have demonstrated the ability to use AI responsibly by applying the ACT framework (Ask, Check, Tell) to evaluate outputs for accuracy, bias, and privacy risks.
Build and Deploy Agents in Production
Explore the architecture and deployment of multi-agent systems using Google’s Agent Development Kit (ADK) and Google Cloud’s robust infrastructure. You will learn to design hierarchical agent trees and deterministic workflow agents while identifying the ideal hosting environment—from serverless Cloud Run to high-performance GKE—to ensure your AI agents are secure, scalable, and production-ready.
Model Armor: Securing AI Deployments
This course reviews the essential security features of Model Armor and equips you to work with the service. You’ll learn about the security risks associated with LLMs and how Model Armor protects your AI applications.
Machine Learning Operations (MLOps) for Generative AI
This course is dedicated to equipping you with the knowledge and tools needed to uncover the unique challenges faced by MLOps teams when deploying and managing Generative AI models, and exploring how Vertex AI empowers AI teams to streamline MLOps processes and achieve success in Generative AI projects.
Build Agents with Agent Development Kit (ADK)
Learn about how you can use Agent Development Kit (ADK) to build complex, production-ready AI agents. This course covers ADK’s open-source framework, moving from simple prompt engineering to a code-first, structured software development approach suitable for enterprise-grade, multi-agent systems.
Website Modernization with Generative AI on Google Cloud
Enhance the navigation experience of your website by using generative AI to provide a better search experience for your users. In this course, you learn how to use Vertex AI Search to provide your website users a generative search experience enabling them to discover content offered by the website. As a website editor, you also learn how to use generative AI to quickly and efficiently translate and improve the content using suggestions.
Select a Google Cloud Database for Your Applications
In this course, you learn to analyze and choose the right database for your needs, to effectively develop applications on Google Cloud. You explore relational and NoSQL databases, dive into Cloud SQL, AlloyDB, and Spanner, and learn how to align database strengths with your application requirements, including those of generative AI. Gain hands-on experience configuring Vector Search and migrating applications to the cloud.
Introduction to Security Principles in Cloud Computing
This is the first of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll explore the essentials of cybersecurity, including the security lifecycle, digital transformation, and key cloud computing concepts. You’ll identify common tools used by entry-level cloud security analysts to automate tasks.
Deploy and Scale AI Models with Cloud Run
AI inference is the process of using a trained machine learning model to make predictions on new, unseen data by applying learned patterns. This course is designed for developers, data scientists, and ML engineers interested in quickly deploying AI inference services on Cloud Run. It is useful for those familiar with cloud-based serverless application deployment solutions, but who may not have experience with running AI inference using Google Cloud serverless products. The course includes examples that deploys a model for AI inference with GPUs and integrates gen AI apps with data storage services.
Generative AI for Healthcare
Specifically designed for healthcare professionals, this course demystifies generative AI, the latest breakthrough in artificial intelligence, and the large language models (LLMs) that drive it. Discover real-world applications of generative AI in healthcare settings and master the art of crafting effective prompts tailored to your goals.
Digital Transformation with Google Cloud
There's much excitement about cloud technology and digital transformation, but often many unanswered questions. For example: What is cloud technology? What does digital transformation mean? How can cloud technology help your organization? Where do you even begin? If you've asked yourself any of these questions, you're in the right place. This course provides an overview of the types of opportunities and challenges that companies often encounter in their digital transformation journey. If you want to learn about cloud technology so you can excel in your role and help build the future of your business, then this introductory course on digital transformation is for you. This course is part of the Cloud Digital Leader learning path.
Google Cloud Fundamentals: Core Infrastructure
Google Cloud Fundamentals: Core Infrastructure introduces important concepts and terminology for working with Google Cloud. Through videos and hands-on labs, this course presents and compares many of Google Cloud's computing and storage services, along with important resource and policy management tools.
Credly Verified Core Skills.
A comprehensive List of technical and operational competencies, cryptographically verified via the Credly registry.
Artificial Intelligence (AI)
Artificial Intelligence (AI) involves applying methods that simulate human-intelligence processes such as learning, reasoning, and pattern recognition to allow systems to generate predictions or responses. It is useful in automating processes, improving decision-making, and increasing efficiency across various applications.
AI Agents
AI agents are software applications that leverage generative AI models to autonomously assist in carrying out tasks or achieving goals without specific inputs. Understanding of AI agents is useful for automating processes and enhancing efficiency.
Communication Skills
Communication skills enable expressing thoughts and ideas clearly, listening to, understanding, and responding to others' ideas, facilitating effective collaboration and enhancing professional relationships.
Project Management
Project management involves planning, executing, and overseeing projects to meet objectives within constraints. It includes coordinating resources, managing timelines, and ensuring quality, enhancing team collaboration and goal achievement.
Prompt Engineering
Prompt engineering involves designing and refining inputs to guide AI models in generating coherent and relevant outputs. It supports effective AI content creation and improves interaction quality.
Agile Management
Agile management involves applying Agile principles to enhance project management processes, enabling adaptive planning, iterative development, and rapid response to change, thereby improving project efficiency and team collaboration.
Authentication Protocols
Authentication protocols refer to computer communications protocols designed for transferring authentication data between entities, which are useful in ensuring secure access and data protection in cybersecurity.
Backlog Management
Backlog management involves organizing and prioritizing a list of product features or requirements to ensure efficient development and maintenance. It helps streamline workflows and align product goals with business objectives.
Brainstorming
Brainstorming involves generating a wide range of ideas to solve problems, fostering creativity and collaboration among team members, and enhancing decision-making processes.
Business Coaching
Business coaching involves guiding individuals or groups to enhance their business skills and performance through structured sessions, fostering growth and strategic thinking for professional development.
Business Relationship Management (BRM)
Business Relationship Management (BRM) involves nurturing organizational relationships to foster a collaborative culture, build strategic partnerships, and drive business value through effective communication and stakeholder engagement.
Business Reporting
Business reporting involves compiling and presenting data to inform management and investors about financial performance, market outlook, and departmental achievements, aiding strategic decision-making and organizational transparency.
Chemical Synthesis
Chemical synthesis refers to the process of conducting chemical reactions to produce one or more products, which is useful in developing new materials and compounds in various chemical processes.
Cognitive Flexibility
Cognitive flexibility involves the ability to adapt thinking and behavior to new, changing, or unexpected events. It helps in switching between tasks, maintaining multiple concepts, and shifting focus, enhancing problem-solving and decision-making.
Collaboration
Collaboration involves working together with others to complete tasks and achieve goals, fostering effective communication, shared responsibility, and mutual respect to enhance team performance and personal development.
Constructive Feedback
Constructive feedback involves providing clear, actionable insights on performance, highlighting strengths and areas for improvement, enhancing communication and development in professional and educational settings.
Content Strategy
Content strategy involves planning, developing, and managing content to effectively engage audiences and achieve communication goals. It enables the creation of cohesive and impactful content across various media.
Data Analysis
Data analysis involves inspecting, cleansing, transforming, and modeling data to discover information, draw conclusions, and support decision-making, enhancing the ability to perform analytical tasks effectively.
Data Intelligence
Data intelligence involves selecting, monitoring, and analyzing data to enhance decision-making processes, enabling effective business analysis and management by integrating insights from various data sources.
Data Manipulation
Data manipulation involves adding, deleting, and modifying data in a database to ensure data accuracy and relevance. It supports data analysis and modeling by maintaining data integrity and accessibility.
Data Presentation
Data presentation involves transforming complex data sets into clear, human-readable formats, enabling effective communication and decision-making. It includes skills such as creating visualizations, summarizing data insights, and tailoring presentations to diverse audiences.
Data Visualization
Data visualization involves creating graphical representations of data to facilitate understanding and interpretation. It helps in identifying patterns, trends, and insights, enhancing decision-making and communication.
Delegation Skills
Delegation skills involve assigning tasks and authority to others, enabling efficient task distribution and trust-building. They enhance leadership effectiveness by empowering team members and optimizing workload management.
Editing
Editing involves refining and organizing written, visual, and audible content to effectively convey messages and information, enhancing clarity and impact in journalism, reporting, and content creation.
Gemini
Gemini, formerly known as Bard, is a large language model developed by Google that can process extended inputs and generate multimodal outputs such as text, images, and video. Understanding Gemini is useful for building conversational tools, developing AI agents, and supporting tasks that involve generating responses or solving complex problems.
Goal Setting
Goal setting involves creating action plans that motivate and guide individuals or teams toward achieving objectives, enhancing strategic business management and planning.
Image Generation
Image generation involves creating visual content by transforming data into images, enabling tasks such as designing graphics and producing media content, which are valuable in graphic design and media production.
Information Synthesis
Information synthesis involves extracting information from multiple sources on a given subject and presenting it as a coherent whole, enabling effective decision-making and comprehensive understanding.
Large Language Models Fine-Tuning
Large language models fine-tuning involves adapting pre-trained models to new datasets, enhancing their performance for specific tasks. It enables creating more accurate and domain-specific AI applications, adding significant value in AI development.
Leadership
Leadership involves guiding and influencing individuals or teams to achieve goals and drive organizational success. It includes decision-making, communication, and motivational skills that enhance team performance.
Linguistic Transcription
Linguistic transcription involves systematically representing spoken language in written form, enabling accurate documentation and analysis of speech. It aids in linguistic research and enhances communication clarity.
Literacy
Literacy involves the ability to read and write, enabling effective communication and comprehension in various contexts, and supports tasks such as interpreting information and creating written content.
Model Training
Model training involves teaching a machine learning or generative AI model to make predictions or generate outputs by exposing it to data and adjusting its parameters based on feedback. It enables effective model performance through parameter tuning and data exposure.
Organizational Skills
Organizational skills involve arranging resources and tasks to achieve goals efficiently, including planning, prioritizing, and coordinating activities. They enhance productivity and contribute to effective management.
Performance Management
Performance management involves improving organizational performance by aligning individual and team goals with company objectives, monitoring progress, providing feedback, and evaluating outcomes to enhance productivity and development.
Planning
Planning involves organizing and prioritizing tasks to achieve specific goals efficiently. It helps manage time effectively, ensuring tasks are completed in a timely manner, enhancing productivity and goal attainment.
Preparing Presentations
Preparing presentations involves designing and organizing content to effectively communicate ideas to an audience. It enables the creation of engaging visual aids and structured narratives, enhancing communication and presentation effectiveness.
Pretraining Large Language Models
Pretraining large language models involves initially training a large AI model on extensive text data to understand language patterns, enabling it to be adapted for various tasks and applications.
Prioritization
Prioritization involves arranging tasks or items in order of importance to effectively manage time and resources, enhancing productivity and decision-making in various situations.
Problem Solving
Problem solving involves identifying issues, analyzing information, and developing effective solutions to overcome challenges, enhancing decision-making and efficiency in various tasks.
Process Improvement
Process improvement involves optimizing underlying processes to achieve efficient results, enabling tasks such as identifying inefficiencies and implementing changes, which enhance productivity and reduce costs.
Prototyping
Prototyping involves creating early samples or models to test concepts and processes, enabling iterative design and development. It helps identify potential issues and refine product features for improved functionality.
Research
Research involves systematically gathering and analyzing information to support decision-making and problem-solving. It enables identifying trends, evaluating outcomes, and developing informed strategies.
Scrum
Scrum involves managing and completing work through time-boxed iterations, enabling teams to adapt to changes and deliver value incrementally. It enhances collaboration, accountability, and continuous improvement in project management.
Sprint Planning
Sprint planning involves reviewing the product backlog, prioritizing tasks, and defining goals for the upcoming sprint, enabling teams to efficiently allocate resources and align on objectives for successful project execution.
Stakeholder Engagement
Stakeholder engagement involves actively involving individuals who may be affected by or can influence organizational decisions, facilitating communication, collaboration, and consensus-building to enhance strategic relationships and decision-making processes.
Time Management
Time management involves prioritizing tasks and organizing schedules to efficiently balance work, social, and personal commitments, enhancing productivity and reducing stress.
Tokenization
Tokenization substitutes sensitive data with a non-sensitive token that has no exploitable value, enhancing data security by preventing unauthorized access to original information.
Visual Storytelling
Visual storytelling involves creating narratives through visual media, enabling the communication of ideas and emotions effectively. It includes skills like composition, editing, and the use of multimedia tools.
Workflows
Workflows involve organizing resources into processes to efficiently transform materials, provide services, or process information, enabling streamlined operations and effective management of business activities.