August 2018
Intermediate
7h 16m
Chinese
Overview
课程简介
超过8小时的视频课程展示了如何使用AWS和谷歌云平台来解决机器学习和人工智能中的本质问题。本课程涵盖了如何通过Jupyter笔记本开始使用Python，然后继续深入到Python数据科学库中的各种具体细节，包括Pandas, Seaborn, scikit-learn和TensorFlow。
EDA，即探索性数据分析，是机器学习的核心。为此本课程还重点介绍了如何在Python和Jupyter笔记本中执行EDA。除此之外，也会将软件工程基础知识与课程内容做关联教学，并提供关于linting、测试、命令行工具、数据工程api等方面的关键性说明。
Get技能
● 介绍机器学习的数据科学概念和Python基础
● 如何使用Flask、Pandas开发一个数据工程API
● 全面了解EDA
● 掌握基于Python的AWS、Google Cloud Platform开发
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