Informações sobre o curso
4.5
674 ratings
185 reviews
The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners....
Globe

cursos 100% online

Comece imediatamente e aprenda em seu próprio cronograma.
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Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
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Sugerido: 4-9 hours/week

Aprox. 9 horas restantes
Comment Dots

English

Legendas: English

O que você vai aprender

  • Check
    Apply your exploratory data analysis skills
  • Check
    Build an efficient and accurate prediction model
  • Check
    Create a useful data product for the public
  • Check
    Produce a presentation deck to showcase your findings

Habilidades que você terá

R ProgrammingData ScienceNatural Language ProcessingMachine Learning
Globe

cursos 100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Calendar

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Clock

Sugerido: 4-9 hours/week

Aprox. 9 horas restantes
Comment Dots

English

Legendas: English

Programa - O que você aprenderá com este curso

1

Seção
Clock
1 hora para concluir

Overview, Understanding the Problem, and Getting the Data

This week, we introduce the project so you can get a clear grip on the problem at hand and begin working with the dataset....
Reading
7 vídeos (Total de 20 min), 5 leituras, 1 teste
Video7 videos
Welcome from SwiftKey1min
You Are a Data Scientist Now1min
Introduction to Task 0: Understanding the Problem1min
Introduction to Task 1: Getting and Cleaning the Data1min
Regular Expressions: Part 1 (Optional)5min
Regular Expressions: Part 2 (Optional)8min
Reading5 leituras
Project Overview10min
Syllabus10min
Task 0 - Understanding the problem10min
About the Copora10min
Task 1 - Getting and cleaning the data10min
Quiz1 exercício prático
Quiz 1: Getting Started12min

2

Seção
Clock
2 horas para concluir

Exploratory Data Analysis and Modeling

This week, we move on to the next tasks, exploratory data analysis and modeling. You'll also submit your milestone report and review submissions from your classmates....
Reading
2 vídeos (Total de 3 min), 2 leituras, 1 teste
Video2 videos
Introduction to Task 3: Modeling1min
Reading2 leituras
Task 2 - Exploratory Data Analysis10min
Task 3 - Modeling10min

3

Seção
Clock
1 hora para concluir

Prediction Model

This week, you'll build and evaluate your prediction model. The goal is to make your model efficient and accurate. ...
Reading
1 vídeo (Total de 1 min), 1 leitura, 1 teste
Reading1 leituras
Task 4 - Prediction Model10min
Quiz1 exercício prático
Quiz 2: Natural language processing I20min

4

Seção
Clock
1 hora para concluir

Creative Exploration

This week's goal is to improve the predictive accuracy while reducing computational runtime and model complexity....
Reading
1 vídeo (Total de 1 min), 1 leitura, 1 teste
Reading1 leituras
Task 5 - Creative Exploration10min
Quiz1 exercício prático
Quiz 3: Natural language processing II20min
4.5
Direction Signs

34%

comecei uma nova carreira após concluir estes cursos
Briefcase

83%

consegui um benefício significativo de carreira com este curso
Money

22%

recebi um aumento ou promoção

Melhores avaliações

por NTMar 5th 2018

Capstone did provide a true test of Data Analytics skills. Its like a being left alone in a jungle to survive for a month. Either you succumb to nature or come out alive with a smile and confidence.

por SSMar 29th 2017

Wow i finally managed to finish the specialization!! definitely learned a lot and also found out difficulties in building predictors by trying to balancing speed, accuracy and memory constraints!!!

Instrutores

Jeff Leek, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health

Roger D. Peng, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health

Brian Caffo, PhD

Professor, Biostatistics
Bloomberg School of Public Health

Sobre Johns Hopkins University

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

Sobre o Programa de cursos integrados Data Science

Ask the right questions, manipulate data sets, and create visualizations to communicate results. This Specialization covers the concepts and tools you'll need throughout the entire data science pipeline, from asking the right kinds of questions to making inferences and publishing results. In the final Capstone Project, you’ll apply the skills learned by building a data product using real-world data. At completion, students will have a portfolio demonstrating their mastery of the material....
Data Science

Perguntas Frequentes – FAQ

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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