Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization

开始时间: 02/23/2019 持续时间: Unknown

所在平台: Coursera专项课程

课程类别: 计算机科学

大学或机构: CourseraNew

   

课程主页: https://www.coursera.org/specializations/advanced-machine-learning-tensorflow-gcp

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课程详情

This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where “Machine Learning on GCP” left off and teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text. It ends with a course on building recommendation systems. Topics introduced in earlier courses are referenced in later courses, so it is recommended that you take the courses in exactly this order.

课程大纲

End-to-End Machine Learning with TensorFlow on GCP
Production Machine Learning Systems
Image Understanding with TensorFlow on GCP
Sequence Models for Time Series and Natural Language Processing

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课程简介

谷歌云平台上基于TensorFlow的高级机器学习专项课程(Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization),该系列包含5门子课程,涵盖端到端机器学习、生产环境机器学习系统、图像理解、面向时间序列和自然语言处理的序列模型、推荐系统等内容,感兴趣的同学可以关注:Learn Advanced Machine Learning with Google Cloud. Build production-ready machine learning models with TensorFlow on Google Cloud Platform.

课程标签

Google 机器学习 Google机器学习 机器学习模型 高级机器学习 端到端机器学习 图像理解 机器学习系统 时间序列 自然语言处理 序列模型 推荐系统 Tensorflow 深度学习

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