Loading...
No results found.

    Professional Cloud Architect Renewal Exam Learning Path

    school 19 activities
    update Last updated 8 days
    person Managed by Google Cloud
    This learning path guides you through a curated collection of on-demand courses and labs and skill badges that provide you with real-world, hands-on experience to prepare for the Professional Cloud Architect Renewal Exam. The Professional Cloud Architect Renewal Exam is available to certified individuals who want to renew their active Professional Cloud Architect certification and are within their renewal eligibility period (60 days prior to and 30 days after the certification expiration date). Once you complete the path, check out the Professional Cloud Architect Renewal Exam Guide on https://services.google.com/fh/files/misc/professional_cloud_architect_renewal_exam_guide_eng.pdf
    Start learning path
    Activity Thumbnail for Introduction to Generative AI

    01

    Introduction to Generative AI

    book Course
    access_time 45 minutes
    show_chart Introductory

    This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. It also covers Google Tools to help you develop your own Gen AI...

    Start course
    Activity Thumbnail for Introduction to Large Language Models

    02

    Introduction to Large Language Models

    book Course
    access_time 1 hour
    show_chart Introductory

    This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. It also covers Google tools to...

    Start course
    Activity Thumbnail for Prompt Design in Vertex AI

    03

    Prompt Design in Vertex AI

    book Course
    access_time 3 hours 45 minutes
    show_chart Introductory

    Complete the introductory Prompt Design in Vertex AI skill badge to demonstrate skills in the following: prompt engineering, image analysis, and multimodal generative techniques, within Vertex AI. Discover how to craft effective prompts, guide generative AI output, and apply Gemini...

    Start course
    Activity Thumbnail for Modernizing Retail and Ecommerce Solutions with Google Cloud

    04

    Modernizing Retail and Ecommerce Solutions with Google Cloud

    book Course
    access_time 8 hours
    show_chart Introductory

    In this course, you will learn about the various services Google Cloud offers for modernizing retail applications and infrastructure. Through a series of lecture content and hands-on labs, you will gain practical experience deploying cutting-edge retail and ecommerce solutions on...

    Start course
    Activity Thumbnail for Google Cloud Big Data and Machine Learning Fundamentals

    05

    Google Cloud Big Data and Machine Learning Fundamentals

    book Course
    access_time 5 hours
    show_chart Introductory

    This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on...

    Start course
    Activity Thumbnail for Serverless Data Processing with Dataflow: Foundations

    06

    Serverless Data Processing with Dataflow: Foundations

    book Course
    access_time 3 hours
    show_chart Intermediate

    This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache...

    Start course
    Activity Thumbnail for Vertex AI Search for Commerce

    07

    Vertex AI Search for Commerce

    book Course
    access_time 4 hours 15 minutes
    show_chart Advanced

    This on-demand course provides partners the skills required to design, deploy, and monitor Vertail AI Search for Commerce solutions including retail search and recommendation AI for enterprise customers.

    Start course
    Activity Thumbnail for Machine Learning Operations (MLOps)  for Generative AI

    08

    Machine Learning Operations (MLOps) for Generative AI

    book Course
    access_time 30 minutes
    show_chart Intermediate

    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...

    Start course
    Activity Thumbnail for Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

    09

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

    book Course
    access_time 2 hours 30 minutes
    show_chart Intermediate

    This course equips machine learning practitioners with the essential tools, techniques, and best practices for evaluating both generative and predictive AI models. Model evaluation is a critical discipline for ensuring that ML systems deliver reliable, accurate, and high-performing results in...

    Start course
    Activity Thumbnail for Vertex AI: Qwik Start

    10

    Vertex AI: Qwik Start

    book Lab
    access_time 45 minutes
    show_chart Introductory

    In this lab, you use BigQuery for data processing and exploratory data analysis, and the Vertex AI platform to train and deploy a custom TensorFlow Regressor model to predict customer lifetime value (CLV). The goal of the lab is to...

    Start lab
    Activity Thumbnail for Get Started with Vertex AI Studio

    11

    Get Started with Vertex AI Studio

    book Lab
    access_time 1 hour
    show_chart Introductory

    In this lab, you will learn how to use Vertex AI Studio to create prompts and conversations with Gemini's multimodal capabilities.

    Start lab
    Activity Thumbnail for Getting Started with the Gemini API in Vertex AI

    12

    Getting Started with the Gemini API in Vertex AI

    book Lab
    access_time 1 hour
    show_chart Introductory

    In this lab, you will learn how to use the Gemini API in Vertex AI.

    Start lab
    Activity Thumbnail for Explore Generative AI with the Gemini API in Vertex AI: Challenge Lab

    13

    Explore Generative AI with the Gemini API in Vertex AI: Challenge Lab

    book Lab
    access_time 1 hour 30 minutes
    show_chart Intermediate

    This challenge lab tests your skills and knowledge from the labs in the Explore Generative AI with the Gemini API in Vertex AI course. You should be familiar with the content of the prior labs before attempting this lab.

    Start lab
    Activity Thumbnail for Prompt Design in Vertex AI: Challenge Lab

    14

    Prompt Design in Vertex AI: Challenge Lab

    book Lab
    access_time 1 hour 30 minutes
    show_chart Introductory

    This challenge lab tests your skills and knowledge from the labs in the Prompt Design in Vertex AI course. You should be familiar with the content of the prior labs before attempting this lab.

    Start lab
    Activity Thumbnail for Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab

    15

    Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab

    book Lab
    access_time 2 hours
    show_chart Intermediate

    In this challenge lab you will train, deploy, and create a model pipeline using Vertex AI.

    Start lab
    Activity Thumbnail for Multimodal Retrieval Augmented Generation (RAG) using the Gemini API in Vertex AI

    16

    Multimodal Retrieval Augmented Generation (RAG) using the Gemini API in Vertex AI

    book Lab
    access_time 1 hour
    show_chart Intermediate

    In this lab, you learn how to perform multimodal retrieval augmented generation (RAG) using Gemini API in Vertex AI.

    Start lab
    Activity Thumbnail for Grounding Gemini Models in Vertex AI

    17

    Grounding Gemini Models in Vertex AI

    book Lab
    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you will learn how to use grounding in Vertex AI to generate content grounded in your own documents and data.

    Start lab
    Activity Thumbnail for Generative AI with Vertex AI: Prompt Design

    18

    Generative AI with Vertex AI: Prompt Design

    book Lab
    access_time 45 minutes
    show_chart Introductory

    This lab is part of a series designed to provide hands-on experience with Generative AI on Google Cloud.

    Start lab
    Activity Thumbnail for Build a Multi-Modal GenAI Application: Challenge Lab

    19

    Build a Multi-Modal GenAI Application: Challenge Lab

    book Lab
    access_time 20 minutes
    show_chart Introductory

    This challenge lab evaluates your understanding of Google's Vertex AI SDK for integrating generative AI models to build an Image generator app, and an app which enables you to ask questions about images and receive insightful text-based responses.

    Start lab