DATA SCIENCE PLATFORM
TABLE OF PLATFORM DATA PREPARATIO N
MODEL DEVELOPMENT
DEVOPS
BUSINESS DELIVERY
DATA PREPARATION Cleaning and converting raw data before processing and analysis is known as data preparation. Prior to processing, it is a crucial phase that frequently entails data reformatting, data corrections, and the mixing of data sources to enhance data.
MODEL DEVELOPMENT Choosing the proper algorithm is the first step in creating a model (s). These methods build and train the model using pre-prepared data. Data scientists have access to hundreds of machine learning algorithms, and new ones are developed daily.
DEVOPS Software development (Dev) and IT operations are combined in a set of procedures called "DevOps" (Ops). It seeks to speed up the systems development life cycle and offer continuous software delivery of the highest caliber. Complementing agile software development is DevOps.
BUSINESS DELIVERY Businesses may monitor, manage, and gather performance metrics with the use of data science to enhance decision-making throughout the firm. Trend analysis may help businesses make crucial decisions that will increase customer engagement, company performance, and income.
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