feature engineering
26
Dec
How to Take-up Data Science as a Career in the New Year!
Artificial Intelligence (AI) & Machine Learning (ML) engineers are the hottest people in demand these days. Though all large and small companies are in search and hunt for these engineers but these are scarcely available. Whoever is available, expects fat pay packets not every company can afford. AI is heavily dependent on Data Science which […]
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28
Aug
22
Feb
Feature Engineering vs Feature Scaling
What is Feature Engineering? Feature engineering is an informal topic, and there are many possible definitions. We define feature engineering as creation of new features from our existing ones to improve model performance. A typical data science process might look like this: Project Scoping / Data Collection Exploratory Analysis Data Cleaning Feature Engineering Model Training […]