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Statistics with Python

Master statistical analysis with Python through data visualization, inference, and modeling. Learn practical skills from University of Michigan experts.

Master statistical analysis with Python through data visualization, inference, and modeling. Learn practical skills from University of Michigan experts.

This comprehensive specialization teaches statistical analysis using Python programming. Students learn data collection methods, visualization techniques, and statistical modeling. The program covers essential topics from basic data exploration to advanced inference methods and modeling procedures. Through hands-on projects and practical assignments, learners develop skills in creating visualizations, conducting statistical tests, and applying modeling techniques like linear regression and Bayesian inference. The curriculum emphasizes connecting research questions to appropriate analytical methods, making it ideal for those seeking to build a strong foundation in statistical analysis.

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English

বাংলা, Tiếng Việt, پښتو, 4 more

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Statistics with Python

This course includes

54 Hours

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

12,395

What you'll learn

  • Create and interpret data visualizations using Python

  • Apply statistical inference methods to real data analysis

  • Conduct hypothesis testing and create confidence intervals

  • Develop and interpret statistical models including regression

  • Connect research questions to appropriate analytical methods

  • Use Python libraries for statistical analysis and visualization

Skills you'll gain

Python Programming
Statistical Analysis
Data Visualization
Statistical Inference
Statistical Modeling
Bayesian Statistics
Data Analysis
Research Methods

This course includes:

40 Hours PreRecorded video

Access on Mobile

FullTime access

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There are 3 courses in this program

SAS Statistical Business Analyst Professional Certificate

Course 1 · 31 Days to complete · 3 modules

Microsoft Azure Developer Associate (AZ-204) Exam Prep

Course 2 · 2 Months to complete · 8 modules

Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

Course 3 · 2 Months to complete · 5 modules

Fee Structure

Payment options

Financial Aid

Statistics with Python

This course includes

54 Hours

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

12,395

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.