Design Effective Statistical Models to Understand Your Data
- Offered byOpenClassrooms
Design Effective Statistical Models to Understand Your Data at OpenClassrooms Overview
Design Effective Statistical Models to Understand Your Data
at OpenClassrooms
Duration | 12 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Design Effective Statistical Models to Understand Your Data at OpenClassrooms Highlights
Design Effective Statistical Models to Understand Your Data
at OpenClassrooms
- Earn a certificate of completion from Openclassroom
Design Effective Statistical Models to Understand Your Data at OpenClassrooms Course details
Design Effective Statistical Models to Understand Your Data
at OpenClassrooms
Skills you will learn
What are the course deliverables?
- Learning outcomes:
- Build and interpret
- linear regression
- models.
- Build and interpret
- generalized linear
- models.
- Build
- predictive
- models.
More about this course
- This course is designed to teach you applied linear and logistic regression by having you build increasingly complex models
- First, you will gain a deep understanding of the foundations before diving into linear regression
- After that, we will go one step further and handle classification and nonlinear datasets
- Finally, we will use regression techniques to build resilient predictive models
Design Effective Statistical Models to Understand Your Data at OpenClassrooms Curriculum
Design Effective Statistical Models to Understand Your Data
at OpenClassrooms
Part #1 - Understand the Fundamentals of Statistical Modeling
Part #2 - Build Linear Regression Models
Part #3 - Build Generalized Linear Models
Part #4 - Build Resilient Predictive Models
Design Effective Statistical Models to Understand Your Data at OpenClassrooms Faculty details
Design Effective Statistical Models to Understand Your Data
at OpenClassrooms
Alexis Perrier
Designation : Auteur et enseignant en Data Science, expert Machine Learning.Suivez @alexip sur Twitter.
Design Effective Statistical Models to Understand Your Data at OpenClassrooms Entry Requirements
Design Effective Statistical Models to Understand Your Data
at OpenClassrooms
Eligibility criteria
- Prerequisites
- :
- To take advantage of this course, you must be familiar with basic programming in
- Python
- (including installation of its libraries using Anaconda). For a refresher, check out this course:
- Learn Python Basics for Data Analysis
- .
- You should also be comfortable with
- vector matrix operations
- and
- high school-level algebra.
Conditional Offer
- Not mentioned
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