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Machine learning and artificial intelligence

Did you know that the adoption of machine learning results in 2x more data-driven decisions5x faster decision-makingand 3x faster execution?1

Learn how to implement the latest machine learning and artificial intelligence technology with courses on Vertex AIBigQueryTensorFlowand more. Boost your AI skills to take your career to the next level or to prepare for a role in machine learning or software development.

Generative AI courses for every skill level

Discover the latest generative AI training coursesfrom beginner to advanced. Start with an introduction or dive into advanced training for application developers or data scientists.

LEARNING PATH

Beginner : Introduction to Generative AI

LEARNING PATH

Intermediate: Deploy and Manage Generative AI Models

LEARNING PATH

Advanced: Generative AI for Developers

Hands-on courses for machine learning engineers

Gain real-world machine learning experience using Google Cloud technologies. Learn how to designbuildproductionizeoptimizeand maintain machine learning systems with this hands-on learning path.

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Introduction to AI and Machine Learning on Google Cloud

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Perform Foundational DataMLand AI Tasks in Google Cloud

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Launching into Machine Learning

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TensorFlow on Google Cloud

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Machine Learning Operations (MLOps) for Generative AI

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Build and Deploy Machine Learning Solutions on Vertex AI

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Create Conversational AI Agents with Dialogflow CX

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    What you'll learn

    TensorFlowAI Platform NotebooksCloud DataflowCloud DataFusionVertex AIBigQueryBigQuery MLCloud ML APIsKubeflow Pipelines

Get Certified

Get certified in machine learning

Showcase your knowledge with an industry-recognized Google Cloud certification in machine learning. This exam assesses your ability to architect low-code machine learning solutionsserve and scale modelsand more.

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Bring generative AI into your workflow

Increase productivity at work with help from generative AI. Learn how to use Geminithe AI-powered assistant from Googlebuilt right into GmailDocsSheetsand more.

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Introduction to Gemini for Google Workspace

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Gemini in Gmail

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Gemini in Google Docs

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Gemini in Google Slides

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Gemini in Google Sheets

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Gemini in Google Meet

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Gemini in Google Drive

Join GEAR

Join Gemini Enterprise Agent Ready (GEAR)

Connect and learn how to build and scale AI agents alongside other developers and cloud enthusiasts. Join GEAR to claim 35 monthly learning credits at no cost. Use your credits to access learning resources on Google Skills.

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Resources for AI and machine learning