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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/codio-data-science-python-jupyter-r-rstudio
课程评论：没有评论
课程名称：数据科学与分析工具 - 从Jupyter到R Markdown 课程概述：该课程旨在为没有编程经验的人提供一种可接近的数据科学入门课程，使用Python和R描述和可视化数据集。学习者将获得数据分析的基础知识，适用于任何分析师角色。课程包括，如何用统计学描述数字数据集，如何使用pandas和matplotlib导入和描述混合数据集，利用统计检验判断总体是否存在差异，以及描述变量之间的关系。 您将获得的技能包括： - Python编程 - R编程 - 数据分析 - 数据可视化 - Rstudio - 函数与变量 - 基础描述统计 - 数据科学 - 可视化沟通（Visual Communication） - 直方图与柱状图 学习者将通过实际的应用项目，如分析2014年各职业的中位数收入以及性别与身高、体重之间的相关性，创建多种数据可视化。课程为100%在线，学习者可以灵活设定和维持截止日期，建议的学习速度为每周2小时，预计约需5个月完成。 完成课程后，学习者将获得可分享的证书。 课程链接：[数据科学与分析工具 - 从Jupyter到R Markdown](https://www.coursera.org/learn/codio-data-analysis-in-r-with-rstudio-and-tidyverse)
Course Link: https://www.coursera.org/learn/codio-data-analysis-in-r-with-rstudio-and-tidyverse
Name:Data Analysis in R with RStudio & Tidyverse
Description:Offered by Codio. Code and run your first R program in minutes without installing anything! This course is designed for learners with no ... Enroll for free.
Course Link: https://www.coursera.org/learn/codio-visualizing-data-and-communicating-results-in-r-with-rstudio
Name:Visualizing Data & Communicating Results in R with RStudio
Description:Offered by Codio. Code and run your first R program in minutes without installing anything! This course is designed for learners with ... Enroll for free.
Course Link: https://www.coursera.org/learn/codio-data-analysis-in-python
Name:Data Analysis in Python
Description:Offered by Codio. Code and run your first Python script in minutes without installing anything! This course is designed for learners with ... Enroll for free.
What you will learn
Describe a numerical data set with statistics
Import and describe a mixed data set using pandas and matplotlib
Determine if populations are different using statistical tests
Describe relationships between variables using statistical tests
Skills you will gain
Python Programming
R Programming
Data Analysis
Data Visualization (DataViz)
Rstudio
Functions
Variables
Basic Descriptive Statistics
Data Science
Visual Communication
Histogram
Bar Chart
About this Specialization
This specialization is intended for people without programming experience who seek an approachable introduction to data science that uses Python and R to describe and visualize data sets. This course will equip learners with foundational knowledge of data analysis suitable for any analyst roles. In these four courses, you will cover everything from data wrangling to data visualization. These topics will help prepare you to handle various types of data sets, giving you enough knowledge of data science to proficiently compare data sets, describe their relationship, and produce visualizations that highlight that relationship.
Applied Learning Project
Learners will create a variety of data visualizations based off of real data sets that they import and wrangle such as determining and showcasing which professions rank as earning the highest median salaries in 2014. Learners will also work on determining whether people's traits such as gender have any correlation with their height and/or weight.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
No programming experience
Hours to complete
Approximately 5 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
No programming experience
Hours to complete
Approximately 5 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
