Data Science 专项课程
Launch Your Career in Data Science. A nine-course introduction to data science, developed and taught by leading professors.
Data Science 专项课程
10 courses您将学到的内容有
- Describe novel uses of regression models such as scatterplot smoothing
- Investigate analysis of residuals and variability
- Understand ANOVA and ANCOVA model cases
- Use regression analysis, least squares and inference
您将获得的技能
Syllabus - What you will learn from this course
1
Week 1: Least Squares and Linear Regression
2
Week 2: Linear Regression & Multivariable Regression
3
Week 3: Multivariable Regression, Residuals, & Diagnostics
4
Week 4: Logistic Regression and Poisson Regression
22%
83%
14%
Top Reviews
Great course, very informative, with lots of valuable information and examples. Prof. Caffo and his team did a very good job in my opinion. I've found very useful the course material shared on github.
Excellent course that is jam-packed with useful material! It is quite challenging and gives a thorough grounding in how to approach the process of selecting a linear regression model for a data set.
Instructors
Brian Caffo, PhD
Professor, Biostatistics
Roger D. Peng, PhD
Associate Professor, Biostatistics
Jeff Leek, PhD
Associate Professor, BiostatisticsAbout Johns Hopkins University
Frequently Asked Questions
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What will I get if I pay for this course?
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