About this Specialization
This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language. Learners will learn where data come from, what types of data can be collected, study data design, data management, and how to effectively carry out data exploration and visualization. They will be able to utilize data for estimation and assessing theories, construct confidence intervals, interpret inferential results, and apply more advanced statistical modeling procedures. Finally, they will learn the importance of and be able to connect research questions to the statistical and data analysis methods taught to them.
| From | University of Michigan via Coursera |
|---|---|
| Hours | 70 |
| Instructors | Brenda Gunderson, Brady T. West, Kerby Shedden |
| Language | English |
| Subjects | Data Science Mathematics |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Course Instructor - Teaching Exceptional Learners $20k
Course Instructor - Teaching Exceptional Learners $20k
6Th Grade Teach For America Corps Member $29k
1St Grade Teach $41k
3Rd Grade Teach $43k
Middle School Teach $46k
2Nd Grade Teach $47k
5Th Grade Teach $48k
Teacher of English Language Learners $53k
Teach For America English Teacher $53k
ELL Instructional Specialist (English Language Learners) $60k
Teacher & Teach For America Corps Member $71k
Courses in this Specialization
Listed in the order in which they should be taken
| Starts | Course Information | |
|---|---|---|
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Jun |
Understanding and Visualizing Data with Python In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners... Coursera | University of Michigan |
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Jun |
Inferential Statistical Analysis with Python In this course, we will explore basic principles behind using data for estimation and for assessing theories. We will analyze both categorical data and quantitative data, starting... Coursera | University of Michigan |
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Jun |
Fitting Statistical Models to Data with Python (You were viewing this course) In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. We will build on the... Coursera | University of Michigan |
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| From | University of Michigan via Coursera |
|---|---|
| Hours | 70 |
| Instructors | Brenda Gunderson, Brady T. West, Kerby Shedden |
| Language | English |
| Subjects | Data Science Mathematics |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Course Instructor - Teaching Exceptional Learners $20k
Course Instructor - Teaching Exceptional Learners $20k
6Th Grade Teach For America Corps Member $29k
1St Grade Teach $41k
3Rd Grade Teach $43k
Middle School Teach $46k
2Nd Grade Teach $47k
5Th Grade Teach $48k
Teacher of English Language Learners $53k
Teach For America English Teacher $53k
ELL Instructional Specialist (English Language Learners) $60k
Teacher & Teach For America Corps Member $71k
Similar Courses
Sorted by relevance
