Preparing for Google Cloud Certification: Machine Learning Engineer

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/professional-certificates/preparing-for-google-cloud-machine-learning-engineer-professional-certificate

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课程简介

课程名称：准备谷歌云认证：机器学习工程师 概述：本课程由谷歌云提供，旨在帮助您提升作为云机器学习工程师的职业发展。现在可以免费注册。 课程大纲： 1. **人工智能与机器学习简介** 课程链接：[点击这里](https://www.coursera.org/learn/introduction-to-ai-and-machine-learning-on-google-cloud) 描述：介绍谷歌云的人工智能（AI）和机器学习（ML）产品，适合所有想了解AI和ML的专业人士。 2. **使用Keras构建、训练和部署机器学习模型** 课程链接：[点击这里](https://www.coursera.org/learn/intro-tensorflow) 描述：学习如何使用TensorFlow和Keras构建ML模型，提升模型准确性，并掌握模型编写技巧。 3. **特征工程** 课程链接：[点击这里](https://www.coursera.org/learn/feature-engineering) 描述：探索使用Vertex AI Feature Store的好处，以及如何提高ML模型的准确性。 4. **企业中的机器学习** 课程链接：[点击这里](https://www.coursera.org/learn/art-science-ml) 描述：采用真实案例研究，学习ML工作流中的各个环节，如何应对现实挑战。 5. **生产环境中的机器学习系统** 课程链接：[点击这里](https://www.coursera.org/learn/gcp-production-ml-systems) 描述：深入探讨如何构建高性能的生产级机器学习系统及其最佳实践。 6. **机器学习运维（MLOps）：入门** 课程链接：[点击这里](https://www.coursera.org/learn/mlops-fundamentals) 描述：介绍MLOps工具及最佳实践，用于部署、评估和监控机器学习模型。 欢迎有志于云计算和机器学习领域的人员免费注册学习！

课程大纲

Course Link: https://www.coursera.org/learn/introduction-to-ai-and-machine-learning-on-google-cloud

Name:Introduction to AI and Machine Learning on Google Cloud

Description:Offered by Google Cloud. This course introduces the artificial intelligence (AI) and machine learning (ML) offerings on Google Cloud that ... Enroll for free.

Course Link: https://www.coursera.org/learn/intro-tensorflow

Name:Build, Train and Deploy ML Models with Keras on Google Cloud

Description:Offered by Google Cloud. This course covers building ML models with TensorFlow and Keras, improving the accuracy of ML models and writing ML ... Enroll for free.

Course Link: https://www.coursera.org/learn/feature-engineering

Name:Feature Engineering

Description:Offered by Google Cloud. This course explores the benefits of using Vertex AI Feature Store, how to improve the accuracy of ML models, and ... Enroll for free.

Course Link: https://www.coursera.org/learn/art-science-ml

Name:Machine Learning in the Enterprise

Description:Offered by Google Cloud. This course takes a real-world approach to the ML Workflow through a case study. An ML team faces several ML ... Enroll for free.

Course Link: https://www.coursera.org/learn/gcp-production-ml-systems

Name:Production Machine Learning Systems

Description:Offered by Google Cloud. In this course, we dive into the components and best practices of building high-performing ML systems in production ... Enroll for free.

Course Link: https://www.coursera.org/learn/mlops-fundamentals

Name:Machine Learning Operations (MLOps): Getting Started

Description:Offered by Google Cloud. This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and ... Enroll for free.

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