Data Science Fundamentals with Python and SQL Specialization

所在平台: Coursera专项课程 课程类别: 其他类别 大学或机构: CourseraNew

课程主页: https://www.coursera.org/specializations/data-science-fundamentals-python-sql

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课程简介

课程名称：Python与SQL的数据科学基础专业化 课程概述： 本课程旨在为学习者提供数据科学的基础知识，特别强调使用Python和SQL进行数据分析。通过本课程，学生将学习如何运用数据科学工具进行数据处理和分析，从而在数据科学领域取得成功。课程内容涵盖Python编程、数据分析、统计学、数据可视化，以及如何使用Jupyter Notebook和Python库（如Pandas和Numpy）等重要主题。 课程大纲： 1. 数据科学工具：了解数据科学常用工具及其应用。 2. Python基础：掌握Python编程基础，适合初学者学习。 3. Python数据科学项目：完成一个小型项目以展示数据处理技能。 4. 统计学基础：学习基本的统计原理及其在数据科学中的应用。 5. SQL数据库：掌握SQL语言，能够有效处理和分析数据。 课程由IBM提供，采取自学模式，适合对数据科学有兴趣的初学者。通过完成这些课程，学习者将具备数据科学的核心技能并为进一步学习打下坚实基础。 课程链接：[数据科学工具](https://www.coursera.org/learn/open-source-tools-for-data-science)，[Python for Data Science, AI & Development](https://www.coursera.org/learn/python-for-applied-data-science-ai)，[Python数据科学项目](https://www.coursera.org/learn/python-project-for-data-science)，[数据科学统计学](https://www.coursera.org/learn/statistics-for-data-science-python)，[数据库和SQL](https://www.coursera.org/learn/sql-data-science)。

课程大纲

Course Link: https://www.coursera.org/learn/open-source-tools-for-data-science

Name:Tools for Data Science

Description:Offered by IBM. In order to be successful in Data Science, you need to be skilled with using tools that Data Science professionals employ as ... Enroll for free.

Course Link: https://www.coursera.org/learn/python-for-applied-data-science-ai

Name:Python for Data Science, AI & Development

Description:Offered by IBM. Kickstart your Python journey with this beginner-friendly, self-paced course taught by an expert. Python is one of the most ... Enroll for free.

Course Link: https://www.coursera.org/learn/python-project-for-data-science

Name:Python Project for Data Science

Description:Offered by IBM. This mini-course is intended to for you to demonstrate foundational Python skills for working with data. This course ... Enroll for free.

Course Link: https://www.coursera.org/learn/statistics-for-data-science-python

Name:Statistics for Data Science with Python

Description:Offered by IBM. This Statistics for Data Science course is designed to introduce you to the basic principles of statistical methods and ... Enroll for free.

Course Link: https://www.coursera.org/learn/sql-data-science

Name:Databases and SQL for Data Science with Python

Description:Offered by IBM. Working knowledge of SQL (or Structured Query Language) is a must for data professionals like Data Scientists, Data Analysts ... Enroll for free.

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