Did you know that the adoption of machine learning results in 2x more data-driven
decisions, 5x faster decision-making, and 3x faster
execution?1
Learn how to implement the latest machine learning and artificial intelligence technology with courses on Vertex AI, BigQuery, TensorFlow, and 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 courses, from beginner to advanced. Start with an introduction or dive into advanced training for application developers or data scientists.
Gain real-world machine learning experience using Google Cloud technologies. Learn how to design, build, productionize, optimize, and maintain machine learning systems with this hands-on learning path.
Course
Introduction to AI and Machine Learning on Google Cloud
Skill badge
Perform Foundational Data, ML, and AI Tasks in Google
Cloud
Course
Launching into Machine Learning
Course
TensorFlow on Google Cloud
Course
Machine Learning Operations (MLOps) for Generative AI
Course
Build and Deploy Machine Learning Solutions on Vertex AI
Skill badge
Create Conversational AI Agents with Dialogflow CX
TensorFlow, AI Platform Notebooks, Cloud Dataflow, Cloud DataFusion, Vertex AI, BigQuery, BigQuery ML, Cloud ML APIs, Kubeflow Pipelines
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 solutions, serve and scale models, and more.
Increase productivity at work with help from generative AI. Learn how to use Gemini, the AI-powered assistant from Google, built right into Gmail, Docs, Sheets, and more.
Access the full AI learning catalog. Become an Innovator.
Join the Innovators community to fuel your AI and machine learning journey with 35 free monthly credits in Google Cloud Skills Boost. Access hands-on labs and earn a Google-verified skill badge in AI.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],[],[],[],null,["# Machine Learning & AI Courses\n\n[Go to page](#) \nMachine learning and AI\n\n- [View all learning paths](https://www.cloudskillsboost.google/paths?utm_source=cgc&utm_medium=website&utm_campaign=evergreen) \n\n###### Jump to learning content\n\n- [Generative AI courses by level](#generative-ai-courses-by-level)\n- [Hands-on courses for ML Engineers](#hands-on-courses-ml-engineers)\n- [Generative AI in your workflow](#generative-ai-workflow)\n- [Get certified in machine learning](#get-certified-machine-learning) \n\nMachine learning and artificial intelligence\n============================================\n\nDid you know that the adoption of machine learning results in 2x more data-driven\ndecisions, 5x faster decision-making, and 3x faster\nexecution?[~1~](https://services.google.com/fh/files/misc/ai_adoption_framework_whitepaper.pdf)\n\nLearn how to implement the latest machine learning and artificial intelligence technology with courses on Vertex AI, BigQuery, TensorFlow, and 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.\n\n### Generative AI courses for every skill level\n\nDiscover the latest generative AI training courses, from beginner to advanced. Start with an introduction or dive into advanced training for application developers or data scientists. \nLEARNING PATH\n\n#### Beginner : Introduction to Generative AI\n\n[Start learning](https://www.cloudskillsboost.google/paths/118?utm_source=cgc&utm_medium=website&utm_campaign=evergreen) \nLEARNING PATH\n\n#### Intermediate : Gemini for Google Cloud\n\n[Start learning](https://www.cloudskillsboost.google/paths/236?utm_source=cgc&utm_medium=website&utm_campaign=evergreen) \nLEARNING PATH\n\n#### Advanced: Generative AI for Developers\n\n[Start learning](https://www.cloudskillsboost.google/paths/183?utm_source=cgc&utm_medium=website&utm_campaign=evergreen) \n\n### Hands-on courses for machine learning engineers\n\nGain real-world machine learning experience using Google Cloud technologies. Learn how to design, build, productionize, optimize, and maintain machine learning systems with this hands-on learning path. \nCourse\n\n#### Introduction to AI and Machine Learning on Google Cloud\n\nSkill badge\n\n#### Perform Foundational Data, ML, and AI Tasks in Google\nCloud\n\nCourse\n\n#### Launching into Machine Learning\n\nCourse\n\n#### TensorFlow on Google Cloud\n\nCourse\n\n#### Machine Learning Operations (MLOps) for Generative AI\n\nCourse\n\n#### Build and Deploy Machine Learning Solutions on Vertex AI\n\nSkill badge\n\n#### Create Conversational AI Agents with Dialogflow CX\n\n[Start learning](https://www.cloudskillsboost.google/paths/17?utm_source=cgc&utm_medium=website&utm_campaign=evergreen) \n\n#### Related information\n\n - \n\n What you'll learn\n\n\nTensorFlow, AI Platform Notebooks, Cloud Dataflow, Cloud DataFusion, Vertex AI, BigQuery, BigQuery ML, Cloud ML APIs, Kubeflow Pipelines \n\n### Get certified in machine learning\n\nShowcase your knowledge with an industry-recognized Google Cloud certification in machine learning. This exam assesses your ability to architect low-code machine learning solutions, serve and scale models, and more.\n[Learn more](/learn/certification/machine-learning-engineer) \n\n### Bring generative AI into your workflow\n\n\nIncrease productivity at work with help from generative AI. Learn how to use Gemini, the AI-powered assistant from Google, built right into Gmail, Docs, Sheets, and more. \nCourse\n\n#### Introduction to Gemini for Google Workspace\n\nCourse\n\n#### Gemini in Gmail\n\nCourse\n\n#### Gemini in Google Docs\n\nCourse\n\n#### Gemini in Google Slides\n\nCourse\n\n#### Gemini in Google Sheets\n\nCourse\n\n#### Gemini in Google Meet\n\nCourse\n\n#### Gemini in Google Drive\n\n[Start learning](https://www.cloudskillsboost.google/paths/249) \n\n### Access the full AI learning catalog. Become an Innovator.\n\nJoin the Innovators community to fuel your AI and machine learning journey with 35 free monthly credits in Google Cloud Skills Boost. Access hands-on labs and earn a Google-verified skill badge in AI.\n[Join Google Cloud Innovators](https://cloud.google.com/innovators) \n\n### Resources for AI and machine learning\n\nWatch the AI and Machine Learning Video Series\n\nLearn what it takes to build, deploy, and train ML models with this video series. \n[Go to YouTube](https://www.youtube.com/playlist?list=PLIivdWyY5sqJdmVMjLI8iCul14XkTRosn) \nExplore AI and Machine Learning Solutions\n\nGet an overview of Google Cloud's purpose-built AI solutions. \n[Learn more](/products/ai) \nAI and Machine Learning Documentation\n\nFind user guides, quick starts, code samples and more. \n[Go to docs](/docs#section-5)"]]
