Data preprocessing

Instructor
DB Academy
12 Students enrolled
0
0 reviews
  • Description
  • Reviews
Isometric,Web,Banner,Data,Analisis,And,Statistics,Concept.,Vector,Illustration

Important to know:
The course video is English with Romanian subtitles and test questions are in Romanian.

Overview

Predictive analysis provides the most value when modeled data is relevant to business objectives. Examine the pre-processing phase of data collection to provide the best predictive model.

 

Objectives

  • Recognize what is safe and insecure data
  • Identify external values and determine whether to remove those values
  • Perform data transformation, normalization, and scaling
  • Recognize important aspects of variable partitioning
  • Recognize important aspects of setting model variables and deleting variables
  • Recognize key approaches for missing data management
  • use imputation to replace missing data
Get Course
Course details
Video 00:25:28
Level Intermediate

Related Courses

Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Business intelligence comes dow...
Intermediate
€7.90
Data Science
€6.40
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Data modeling can help companie...
Intermediate
€6.40
Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Useful information can be extra...
Intermediate
€7.90
Data Science
€12.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Sometimes data needs to be mode...
Intermediate
€12.90
Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Predictive analysis provides th...
Intermediate
€7.90
Data Science
€6.40
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Successful data management in t...
Intermediate
€6.40
Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Predictive analytics uses techn...
Intermediate
€7.90
Data Science
€6.40
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Using social intelligence (IS) ...
Intermediate
€6.40
Data Science
€6.40
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Data science means using scient...
Intermediate
€6.40
Data Science
€12.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview For any organization, predictiv...
Intermediate
€12.90
Data Science
€6.40
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Organizations around the world ...
Intermediate
€6.40
Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Most of the data collected by o...
Intermediate
€7.90
Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Predictive analysis involves wi...
Intermediate
€7.90
Data Science
€12.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Predictive analytics involves a...
Intermediate
€12.90
Data Science
€15.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview Power BI can extract data from ...
Intermediate
€15.90
Data Science
€7.90
Important to know: The course video is English with Romanian subtitles and test questions are in Romanian. Overview The business world is full of d...
Intermediate
€7.90
Individual
Business
Partner

Register as Individual

For those who are individual learners, team members of a business, business professionals.

{{this.errorMessage}}

{{this.successMessage}}

By registering you accept terms and conditions

Already on DB Academy?

Register as Business

Business Leaders / HR Responsibilities / Other company representatives who want to upskill employees.

{{this.errorMessage}}

{{this.successMessage}}

By registering you accept terms and conditions

Already on DB Academy?

Register as Partner

For companies which want to colobrate with DB Academy and publish educational content for their customers.

{{this.errorMessage}}

{{this.successMessage}}

By registering you accept terms and conditions

Already on DB Academy?

Login

Authanticate to DB Academy.

{{this.errorMessage}}

{{this.successMessage}}

New to DB Academy?

Forgot your password?