Skip to content

Data can tell many stories: where it came from and where it’s going. Predictive analytics gives programmers a tool to tell stories about the future: to extract usable information and make accurate predictions. These predictions, in turn, allow business to make more informed, impactful decisions. Join Isil Berkun, data scientist, to explore predi…

Notifications You must be signed in to change notification settings

MelindaD589/Python-Working-with-Predictive-Analytics

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Python-Working-with-Predictive-Analytics

Instructor: Isil Berkun, Data Scientist at Intel Corp.

This is a LinkedIn course, that I took in December 2020.

Data can tell many stories: where it came from and where it’s going. Predictive analytics gives programmers a tool to tell stories about the future: to extract usable information and make accurate predictions. These predictions, in turn, allow business to make more informed, impactful decisions. Join Isil Berkun, data scientist, to explore predictive analytics with Python. Discover how to prepare data—fill in missing values, perform feature scaling, and more—and use prebuilt Python libraries to make and evaluate prediction models. She describes what models to use when, and explains the concepts in such a way that you can immediately apply them to your own work. By the end of the course, you’ll be able to leverage Python libraries like pandas and NumPy and choose the right prediction models for your projects.

Learning objectives:

  • Explain how predictive analytics can assist with decision-making.
  • Differentiate between the types of data that are used.
  • Apply the correct functions to Python code to produce optimal results.
  • Explain why data needs to be preprocessed before using predictive models.
  • Distinguish between the different predictive models available.

Skills covered:

  • Python (Programming Language)
  • Predictive Analytics
  • Data Modeling

About

Data can tell many stories: where it came from and where it’s going. Predictive analytics gives programmers a tool to tell stories about the future: to extract usable information and make accurate predictions. These predictions, in turn, allow business to make more informed, impactful decisions. Join Isil Berkun, data scientist, to explore predi…

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published