课程信息
208,215

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为10 小时

建议:5 weeks of study, approximately 45 hours in total (10-15 hours/week for the later modules)...

英语(English)

字幕:英语(English)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为10 小时

建议:5 weeks of study, approximately 45 hours in total (10-15 hours/week for the later modules)...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 1 小时

Introduction

In this module, you will learn about the scope of this capstone course and the context of the project that you will be working on. You will learn about different location data providers and what location data is normally composed of. Finally, you will be required to submit a link to a new repository on your Github account dedicated to this course....
2 个视频 (总计 6 分钟), 1 个阅读材料, 1 个测验
2 个视频
Location Data Providers3分钟
1 个阅读材料
Syllabus10分钟
2
完成时间为 2 小时

Foursquare API

In this module, you will learn in details about Foursquare, which is the location data provider we will be using in this course, and its API. Essentially, you will learn how to create a Foursquare developer account, and use your credentials to search for nearby venues of a specific type, explore a particular venue, and search for trending venues around a location....
5 个视频 (总计 22 分钟), 2 个测验
5 个视频
Signing up for a Foursquare Developer Account5分钟
Foursquare - Search6分钟
Foursquare - Explore and Other Queries2分钟
Foursquare - Summary1分钟
1 个练习
Foursquare API10分钟
3
完成时间为 13 小时

Neighborhood Segmentation and Clustering

In this module, you will learn about k-means clustering, which is a form of unsupervised learning. Then you will use clustering and the Foursquare API to segment and cluster the neighborhoods in the city of New York. Furthermore, you will learn how to scrape website and parse HTML code using the Python package Beautifulsoup, and convert data into a pandas dataframe....
2 个视频 (总计 11 分钟), 3 个测验
2 个视频
k-means Clustering9分钟
4
完成时间为 10 小时

The Battle of Neighborhoods

In this module, you will start working on the capstone project. You will clearly define a problem and discuss the data that you will be using to solve the problem....
1 个测验
5
完成时间为 20 小时

The Battle of Neighborhoods (Cont'd)

In this module, you will carry out all the remaining work to complete your capstone project. You will submit a report of your project for peer evaluation....
1 个阅读材料, 1 个测验
1 个阅读材料
IBM Digital Badge2分钟
4.8
85 个审阅Chevron Right

46%

完成这些课程后已开始新的职业生涯

35%

通过此课程获得实实在在的工作福利

热门审阅

创建者 NNApr 14th 2019

The capstone project combines a variety of skills such as web scraping, data processing, data visualization, machine learning and business analysis.

创建者 CGApr 7th 2019

Challenging course that allowed you to apply all that you learned. Forced to learn multiple APIs to complete final project.

讲师

Avatar

Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network

关于 IBM

IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame....

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