{"product_id":"introduction-to-ai-and-machine-learning-on-google-cloud","title":"Introduction to AI and Machine Learning on Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions. It aims to help data scientists, AI developers, and ML engineers enhance their skills and knowledge through engaging learning experiences and practical hands-on exercises.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eIntroduction to AI and Machine Learning on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecognize the data-to-AI technologies and tools provided by Google Cloud.\u003c\/li\u003e\n\u003cli\u003eBuild generative AI projects by using Gemini multimodal, efficient prompts, and model tuning.\u003c\/li\u003e\n\u003cli\u003eExplore various options for developing an AI project on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eCreate an ML model from end-to-end by using Vertex AI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e Basic knowledge of machine learning concepts\u003c\/li\u003e\n\u003cli\u003e Prior experience with programming languages such as SQL and Python\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eIntroduction to AI \u0026amp; ML on Google Cloud Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: AI Foundations\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecognize the AI\/ML framework on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eIdentify the major components of Google Cloud infrastructure\u003c\/li\u003e\n\u003cli\u003eDefine the data and ML products on Google Cloud and how they support the data-to-AI lifecycle.\u003c\/li\u003e\n\u003cli\u003eBuild an ML model with BigQueryML to bring data to AI\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2: AI Development Options\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine different options to build an ML model on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eRecognize the primary features and applicable situations of pre-trained APIs, AutoML, and custom training.\u003c\/li\u003e\n\u003cli\u003eUse the Natural Language API to analyze text.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3:  AI Development Workflow\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine the workflow of building an ML model.\u003c\/li\u003e\n\u003cli\u003eDescribe MLOps and workflow automation on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eBuild an ML model from end to end by using AutoML on Vertex AI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 4:  Generative AI\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine generative AI and foundation models.\u003c\/li\u003e\n\u003cli\u003eUse Gemini multimodal with Vertex AI Studio.\u003c\/li\u003e\n\u003cli\u003eDesign efficient prompt and tune models with different methods.\u003c\/li\u003e\n\u003cli\u003eRecognize the AI solutions and the embedded Gen AI features.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268B48US \/ 2026-08-24T09:00:00 \/ Online","offer_id":47534221492443,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26BC44US \/ 2026-11-23T09:00:00 \/ Online","offer_id":48216579342555,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"272B61US \/ 2027-02-22T09:00:00 \/ Online","offer_id":48291027484891,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"275C28US \/ 2027-05-25T09:00:00 \/ Online","offer_id":48804198514907,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternational-dirinfosec-hhs.myshopify.com\/products\/introduction-to-ai-and-machine-learning-on-google-cloud","provider":"Learning Tree International","version":"1.0","type":"link"}