零基础 Python 入门 專項課程

於 Sep 21 開始

零基础 Python 入门 專項課程

学习使用Python编程并分析数据。 开发数据收集、数据整理、数据分析及数据可视化相关程序。

本專項課程介紹

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.

製作方:

courses
5 courses

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projects
項目

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證書

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課程
Beginner Specialization.
No prior experience required.
  1. 第 1 門課程

    Programming for Everybody (Getting Started with Python)

    課程學習時間
    2-4 hours/week
    字幕
    English, German, Chinese (Simplified)

    課程概述

    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 sim
  2. 第 2 門課程

    Python Data Structures

    課程學習時間
    2-4 hours/week
    字幕
    English, Chinese (Simplified)

    課程概述

    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 pe
  3. 第 3 門課程

    Using Python to Access Web Data

    課程學習時間
    6 weeks of study, 2-4 hours/week
    字幕
    English

    課程概述

    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. 第 4 門課程

    Using Databases with Python

    課程學習時間
    5 weeks of study, 2-3 hours/week
    字幕
    English

    課程概述

    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 a
  5. 第 5 門課程

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    計劃開課班次:Nov 12
    課程學習時間
    6 weeks of study, 2-4 hours/week
    字幕
    English

    課程概述

    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 visualiza

製作方

  • 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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