Acerca de este Curso
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Aprox. 10 horas para completar

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

Inglés (English)

Subtítulos: Inglés (English)

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel intermedio

Aprox. 10 horas para completar

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

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1
1 hora para completar

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 videos (Total 6 minutos), 1 reading, 1 quiz
2 videos
Location Data Providers3m
1 lectura
Syllabus10m
Semana
2
2 horas para completar

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 videos (Total 22 minutos), 2 quizzes
5 videos
Signing up for a Foursquare Developer Account5m
Foursquare - Search6m
Foursquare - Explore and Other Queries2m
Foursquare - Summary1m
1 ejercicio de práctica
Foursquare API10m
Semana
3
13 horas para completar

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 videos (Total 11 minutos), 3 quizzes
2 videos
k-means Clustering9m
Semana
4
10 horas para completar

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 quiz
Semana
5
20 horas para completar

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 reading, 1 quiz
1 lectura
IBM Digital Badge2m
4.8
88 revisionesChevron Right

43%

comenzó una nueva carrera después de completar estos cursos

33%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

Principales revisiones sobre Applied Data Science Capstone

por NNApr 14th 2019

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

por ARMay 22nd 2019

A worthy finale! The capstone problem statement encourages creativity and requires good understanding of various parts of the specialization.

Instructor

Avatar

Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network

Acerca de 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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