Специализация Python for Everybody

Начался Jul 09

Специализация Python for Everybody

Learn to Program and Analyze Data with Python. Develop programs to gather, clean, analyze, and visualize data.

Об этой специализации

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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5 courses

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Проекты

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Сертификаты

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Курсы
Beginner Specialization.
No prior experience required.
  1. 1-Й КУРС

    Programming for Everybody (Getting Started with Python)

    Current session: Jul 9
    Выполнение
    2-4 hours/week
    Субтитры
    English, German, Chinese (Simplified)

    О курсе

    This course aims to teach everyone the basics of programming computers using Python. We cover the basics of how one constructs a program from a series of simple instructions in Python. The course has no pre-requisites and avoids all but the si
  2. 2-Й КУРС

    Python Data Structures

    Current session: Jul 9
    Выполнение
    2-4 hours/week
    Субтитры
    English, Chinese (Simplified)

    О курсе

    This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to p
  3. 3-Й КУРС

    Using Python to Access Web Data

    Current session: Jul 9
    Выполнение
    6 weeks of study, 2-4 hours/week
    Субтитры
    English

    О курсе

    This course will show how one can treat the Internet as a source of data. We will scrape, parse, and read web data as well as access data using web APIs. We will work with HTML, XML, and JSON data formats in Python. This course will cover Chapters
  4. 4-Й КУРС

    Using Databases with Python

    Current session: Jul 9
    Выполнение
    5 weeks of study, 2-3 hours/week
    Субтитры
    English

    О курсе

    This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data gathering, analysis, and processing effort. The course will use SQLite3
  5. 5-Й КУРС

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    Upcoming session: Aug 20
    Выполнение
    6 weeks of study, 2-4 hours/week
    Субтитры
    English

    О курсе

    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 visualiz

Авторы

  • University of Michigan

    The University of Michigan is recognized as a leader in higher education due to the outstanding quality of its 19 schools and colleges, internationally recognized faculty, and departments with 250 degree programs.

    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.

  • Charles Severance

    Charles Severance

    Associate Professor

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