2. What is Data
Preprocessing
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.
3. Types of Data
• Numerical Data
• Categorical Data
• Text Data
Time Series Data
5. Characteristics
of Data Preparation
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.
1
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.
2
6. 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.