Data Pre-Processing

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All About Data
PRE-PROCESSING
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The pre-processing stage converts raw data from
its natural state to a standard format suitable
for analysis. It is an important part of
machine learning development services, as data
pre-processing enables increased accuracy and
efficiency in the final product.
What is Data Preprocessing
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Types of Data

• Numerical Data

• Categorical Data

• Text Data

Time Series Data
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Steps of Data Pre-processing
Get the Dataset
Encoding Data
Dataset into Test Set
Import Libraries
Import Datasets
Scaling the Features
Manage Missing Data
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Data validation is the process by which
businesses examine and judge whether the raw data
for a project is complete and accurate in order
to achieve the best results.
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Characteristics of Data Preparation
Data imputation is the process of manually
inputting missing numbers and correcting data
errors discovered during the validation process
or through coding, such as business process
automation.
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Pre-Processing is a Must in Machine Learning
Development Services
Machine learning development services must
include data. Companies generally hire data
analysts to pre-process the data before going to
a machine learning development company to create
the final product. Get in touch with MoogleLabs
today, and start your journey of utilizing the
latest technology to improve your operations
today.
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Thank you!
www.mooglelabs.com