{"product_id":"application-development-with-llms-on-google-cloud","title":"Application Development with LLMs on Google Cloud v.2.0","description":"\u003cdiv\u003e\u003cp\u003eThis course teaches participants core prompting principles and focuses on Google's Gemini models (Flash-lite, Flash, Pro) and their multimodal capabilities. The course covers accessing these models through the Google AI APIs and Vertex AI, including prompt design in Vertex AI Studio. A large part of the training is dedicated to application frameworks like LangChain and Agent Development Kit, covering concepts such as RAG (Retrieval Augmented Generation) and agents.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eApplication Development with LLMs on Google Cloud v.2.0 Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eThis course will empower you to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eExplore the different options available for using generative AI on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eUse Vertex AI Studio to test prompts for large language models.\u003c\/li\u003e\n\u003cli\u003eDevelop LLM-powered applications using generative AI Apply advanced prompt engineering techniques to improve the output from LLMs Build a multi-turn chat application using the Gemini API and LangChain.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eCompletion of \"Introduction to Developer Efficiency on Google Cloud\" or equivalent knowledge.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eWho Should Attend: \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eApplication developers and others who wish to leverage Large Language Models (LLMs) in applications.\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eLLM App Dev on Google Cloud Course Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eIntroduction to Generative AI on Google Cloud\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eWhat is generative AI\u003c\/li\u003e\n\u003cli\u003eVertex AI on Google Cloud\u003c\/li\u003e\n\u003cli\u003eGenerative AI options on Google Cloud\u003c\/li\u003e\n\u003cli\u003eIntroduction to course use case\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eVertex AI Studio \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIntroduction to Vertex AI Studio\u003c\/li\u003e\n\u003cli\u003eDesigning and testing prompts\u003c\/li\u003e\n\u003cli\u003eData governance in Vertex AI Studio\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eGenerative AI Fundamentals \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIntroduction to grounding\u003c\/li\u003e\n\u003cli\u003eIntegrating the Vertex AI Gemini APIs\u003c\/li\u003e\n\u003cli\u003eChat, memory and grounding\u003c\/li\u003e\n\u003cli\u003eSearch principles\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003ePrompt Engineering \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eReview of few-shot prompting\u003c\/li\u003e\n\u003cli\u003eChain-of-thought prompting and thinking budgets\u003c\/li\u003e\n\u003cli\u003eMeta prompting, multi-step, and panel prompts\u003c\/li\u003e\n\u003cli\u003eRAG and ReAct\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 5\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eCreating Custom Chat Applications with Vertex AI Gemini API  \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLangChain for chatbots\u003c\/li\u003e\n\u003cli\u003eADK for chatbots\u003c\/li\u003e\n\u003cli\u003eChat Retrieval\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268B52US \/ 2026-08-04T09:00:00 \/ Online","offer_id":47534216380635,"sku":"US-1479-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26BC48US \/ 2026-11-09T09:00:00 \/ Online","offer_id":48216590942427,"sku":"US-1479-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"272B64US \/ 2027-02-01T09:00:00 \/ Online","offer_id":48216590975195,"sku":"US-1479-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"275C31US \/ 2027-05-03T09:00:00 \/ Online","offer_id":48736209993947,"sku":"US-1479-IL","price":716.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternational-dirinfosec-hhs.myshopify.com\/products\/application-development-with-llms-on-google-cloud","provider":"Learning Tree International","version":"1.0","type":"link"}