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Statistical Modeling for Data Science Applications

Master statistical modeling techniques for data science, from regression analysis to experimental design. Perfect for advanced analytics.

Master statistical modeling techniques for data science, from regression analysis to experimental design. Perfect for advanced analytics.

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Statistical Modeling for Data Science Applications Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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Statistical Modeling for Data Science Applications

This course includes

3 Months

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

20,271

What you'll learn

  • Master regression analysis for modeling relationships and making predictions

  • Conduct experiments using best practices in experimental design

  • Apply generalized linear and additive models to real-world problems

  • Analyze and interpret complex statistical models

  • Implement statistical techniques using R programming

  • Develop proficiency in experimental data analysis

Skills you'll gain

Statistical Modeling
Regression Analysis
ANOVA
R Programming
Experimental Design
Linear Models
Data Analysis
Generalized Linear Models
Predictive Modeling
Statistical Analysis

This course includes:

120 Hours PreRecorded video

Auto-graded and peer reviewed Jupyter Notebook assignments

Access on Mobile, Desktop

FullTime access

Shareable certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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There are 3 courses in this program

Introduction to Corporate Finance (Chinese)

Course 1 · 8 Hours to complete · 4 modules

Advanced Tableau - Data Model

Course 2 · 4 Hours to complete · 6 modules

Diseño e innovación de modelo de negocios

Course 3 · 27 Hours to complete · 4 modules

Fee Structure

Payment options

Financial Aid

Statistical Modeling for Data Science Applications

This course includes

3 Months

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

20,271

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.