Build Batch Data Pipelines on Google Cloud
Earned Jan 8, 2024 EST
Build Streaming Data Pipelines on Google Cloud
Earned Jan 4, 2024 EST
Build Data Lakes and Data Warehouses on Google Cloud
Earned Jan 3, 2024 EST
使用 BigQuery 构建数据仓库
Earned Dec 20, 2023 EST
Google Cloud Big Data and Machine Learning Fundamentals
Earned Dec 19, 2023 EST
从 BigQuery 数据中挖掘数据洞见
Earned Nov 12, 2023 EST
在 Google Cloud 上使用 Terraform 构建基础设施
Earned Jun 24, 2023 EDT
开发 Google Cloud 网络
Earned Jun 17, 2023 EDT
在 Google Cloud 上实施云安全基础措施
Earned Jun 8, 2023 EDT
为 Compute Engine 实现云负载均衡
Earned May 26, 2023 EDT
Using the Cloud SDK Command Line
Earned May 23, 2023 EDT
在 Google Cloud 上部署 Kubernetes 应用
Earned May 22, 2023 EDT
构建安全的 Google Cloud 网络
Earned Apr 15, 2023 EDT
在 Google Cloud 上设置应用开发环境
Earned Apr 13, 2023 EDT
Google Cloud 基础知识
Earned Mar 23, 2023 EDT
Google Cloud 基础知识：核心基础设施
Earned Mar 12, 2023 EDT
本课程介绍 Vertex AI Studio，这是一种用于与生成式 AI 模型交互、围绕业务创意进行原型设计并在生产环境中落地的工具。通过沉浸式应用场景、富有吸引力的课程和实操实验，您将探索从提示到产品的整个生命周期，了解如何将 Vertex AI Studio 用于多模态 Gemini 应用、提示设计、提示工程和模型调优。本课程的目的在于帮助您利用 Vertex AI Studio，在自己的项目中充分发掘生成式 AI 的潜力。
了解详情
这是一节入门级微课程，旨在解释什么是生成式 AI、它的用途以及与传统机器学习方法的区别。该课程还介绍了可以帮助您开发自己的生成式 AI 应用的各种 Google 工具。
本课程介绍 Google Cloud 的 AI 和机器学习 (ML) 能力，重点讲解如何开发生成式和预测式 AI 项目。本课程将探讨“数据到 AI”全生命周期中的多种技术、产品和工具，并通过互动练习帮助数据科学家、AI 开发者和机器学习工程师提升专业能力。
了解详情
In this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting.
Get hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL/ELT, SQL, Python, and Google Cloud concepts is recommended.
了解详情
In this course you will get hands-on in order to work through real-world challenges faced when building streaming data pipelines. The primary focus is on managing continuous, unbounded data with Google Cloud products.
了解详情
While the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.
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 Google Cloud.
For everyone using Google Cloud Platform for the first time, getting familar with gcloud, Google Cloud's command line, will help you get up to speed faster. In this quest, you'll learn how to install and configure Cloud SDK, then use gcloud to perform some basic operations like creating VMs, networks, using BigQuery, and using gsutil to perform operations.
Vertex AI Studio 简介
Earned May 7, 2024 EDT
生成式 AI 简介
Earned May 7, 2024 EDT
面向机器学习的 BigQuery
Earned Apr 12, 2024 EDT
Google Cloud 上的 AI 和机器学习简介
Earned Mar 5, 2024 EST
Build Batch Data Pipelines on Google Cloud
Earned Jan 8, 2024 EST
Build Streaming Data Pipelines on Google Cloud
Earned Jan 4, 2024 EST
Build Data Lakes and Data Warehouses on Google Cloud
Earned Jan 3, 2024 EST
使用 BigQuery 构建数据仓库
Earned Dec 20, 2023 EST
Google Cloud Big Data and Machine Learning Fundamentals
Earned Dec 19, 2023 EST
从 BigQuery 数据中挖掘数据洞见
Earned Nov 12, 2023 EST
在 Google Cloud 上使用 Terraform 构建基础设施
Earned Jun 24, 2023 EDT
开发 Google Cloud 网络
Earned Jun 17, 2023 EDT
在 Google Cloud 上实施云安全基础措施
Earned Jun 8, 2023 EDT
为 Compute Engine 实现云负载均衡
Earned May 26, 2023 EDT
Using the Cloud SDK Command Line
Earned May 23, 2023 EDT
在 Google Cloud 上部署 Kubernetes 应用
Earned May 22, 2023 EDT
构建安全的 Google Cloud 网络
Earned Apr 15, 2023 EDT
在 Google Cloud 上设置应用开发环境
Earned Apr 13, 2023 EDT
Google Cloud 基础知识
Earned Mar 23, 2023 EDT
Google Cloud 基础知识：核心基础设施
Earned Mar 12, 2023 EDT