[资料/MOOC] Statistics, Data Analysis & etc.
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转自:http://www.douban.com/group/topic/55643112/
欢迎补充。
2014.07.14 创建。
因为统计与数据分析有着密不可分的关系,所以不少课程无法区分彼此。
Statistics:
Udacity:
Statistics
Link: https://www.udacity.
Intro to Statistics
Link: https://www.udacity.
Coursera:
Statistics One
By Princeton
Link: https://www.coursera
edX:
Explore Statistics with R
By Karolinska Institutet
Link: https://www.edx.org/
Introduction to Statistics: Descriptive Statistics
By UC Berkeley
Link: https://www.edx.org/
Introduction to Statistics: Probability
By UC Berkeley
Link: https://www.edx.org/
Introduction to Statistics: Inference
By UC Berkeley
Link: https://www.edx.org/
Introduction to Probability - The Science of Uncertainty
By MIT
Link: https://www.edx.org/
Data Analysis:
Foundations of Data Analysis
By Univ Texas Austin on edX
Link: https://www.edx.org/
The Analytics Edge
By MIT on edX
Link: https://www.edx.org/
Data Analysis and Statistical Inference
By Duke Univ. on Coursera
Link: https://www.coursera
Data Science
Specialization on Coursera
By John Hopkins Univ.
Link: https://www.coursera
List:
The Data Scientist’s Toolbox
R Programming
Getting and Cleaning Data
Exploratory Data Analysis
Reproducible Research
Statistical Inference
Regression Models
Practical Machine Learning
Developing Data Products
Advanced Methods & Applications:
Learning From Data
By CalTech on edX
Link: https://www.edx.org/
Data Management for Clinical Research
By Vanderbilt Univ. on Coursera
Link: https://www.coursera
Mathematical Biostatistics Boot Camp 1
By John Hopkins Univ. on Coursera
Link: https://www.coursera
Note: There are also Camp 2 and other courses.
STATISTICAL LEARNING
By Stanford Online
Link: http://online.stanfo
STATISTICS IN MEDICINE
By Stanford Online
Link: http://online.stanfo
Preparing for the AP* Statistics Exam
By Univ. of Houston System on Coursera
Link: https://www.coursera
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