In the capstone, students will build a series of applications to retrieve, process and visualize data using Python. The projects will involve all the elements of the specialization. In the first part of the capstone, students will do some visualizations to become familiar with the technologies in use and then will pursue their own project to visualize some other data that they have or can find. Chapters 15 and 16 from the book “Python for Everybody” will serve as the backbone for the capstone. This course covers Python 3.
Este curso faz parte do Programa de cursos integrados Python para todosPython para todos
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Programa de cursos integrados Python para todosPython para todosUniversidade de MichiganInformações sobre o curso
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Legendas: Árabe, Francês, Portuguese (European), Italiano, Vietnamita, Coreano, Alemão, Russo, Inglês, Espanhol
O que você vai aprender
Make use of unicode characters and strings
Understand the basics of building a search engine
Select and process the data of your choice
Create email data visualizations
Habilidades que você terá
- Data Analysis
- Python Programming
- Database (DBMS)
- Data Visualization (DataViz)
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Aprox. 9 horas para completar
Inglês
Legendas: Árabe, Francês, Portuguese (European), Italiano, Vietnamita, Coreano, Alemão, Russo, Inglês, Espanhol
oferecido por
Universidade de Michigan
The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
Programa - O que você aprenderá com este curso
2 horas para concluir
Welcome to the Capstone
Congratulations to everyone for making it this far. Before you begin, please view the Introduction video and read the Capstone Overview. The Course Resources section contains additional course-wide material that you may want to refer to in future weeks.
2 horas para concluir
4 vídeos (Total 36 mín.), 6 leituras, 1 teste
2 horas para concluir
Building a Search Engine
This week we will download and run a simple version of the Google PageRank Algorithm and practice spidering some content. The assignment is peer-graded, and the first of three optional Honors assignments in the course. This a continuation of the material covered in Course 4 of the specialization, and is based on Chapter 16 of the textbook.
2 horas para concluir
6 vídeos (Total 61 mín.), 2 leituras, 1 teste
1 hora para concluir
Exploring Data Sources (Project)
The optional Capstone project is your opportunity to select, process, and visualize the data of your choice, and receive feedback from your peers. The project is not graded, and can be as simple or complex as you like. This week's assignment is to identify a data source and make a short discussion forum post describing the data source and outlining some possible analysis that could be done with it. You will not be required to use the data source presented here for your actual analysis.
1 hora para concluir
2 vídeos (Total 9 mín.), 2 leituras
2 horas para concluir
Spidering and Modeling Email Data
In our second optional Honors assignment, we will retrieve and process email data from the Sakai open source project. Video lectures will walk you through the process of retrieving, cleaning up, and modeling the data.
2 horas para concluir
5 vídeos (Total 49 mín.), 1 leitura, 1 teste
Avaliações
- 5 stars81,42%
- 4 stars12,84%
- 3 stars3,61%
- 2 stars1,15%
- 1 star0,96%
Destaques
"Informative course" em análise 132
"Relevant project" em análise 132
Principais avaliações do TRABALHO DE CONCLUSÃO DE CURSO: RECUPERAÇÃO, PROCESSAMENTO E VISUALIZAÇÃO DE DADOS COM PYTHON
por PS8 de abr de 2016
Not much coding to do here - but a lot to understand in terms of getting data - treating it and then using it. Thanks You Dr. Chuck!\n\nWill be waiting for further courses from you!
por AG9 de jul de 2021
Now I understand how data mining, API's and dumping and retrieving data from a database works. Excellent course to start understanding how python can be used to work with data sources on the internet.
por JS8 de mai de 2019
Wow, It's been great learning the course material. I am so happy to have had the opportunity to learn this all from Dr. Chuck. I have a new skill set and a new appreciation for programming.
por BC28 de abr de 2020
Now I understand how data mining, API's and dumping and retrieving data from a database works. Excellent course to start understanding how python can be used to work with data sources on the internet.
Sobre Programa de cursos integrados Python para todosPython para todos
This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.
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