DataHour: Feature Engineering and benefits of EDA
DataHour: Feature Engineering and benefits of EDA
10 Mar 202315:03pm - 10 Mar 202316:03pm
DataHour: Feature Engineering and benefits of EDA
About the Event
Feature engineering is a critical aspect of any data modelling project, and it plays a crucial role in determining the accuracy and effectiveness of the resulting model. The process involves extracting useful features from raw data that can help in better understanding the underlying patterns and relationships.
In this DataHour, we will explore various feature engineering techniques that should be used before and during the modelling stage to mine more relevant features from the data. We will discuss methods for handling missing data, scaling and normalization, and feature selection. Additionally, we will delve into the role of data distribution in model performance, including the impact of skewed distributions and outliers.
Prerequisites: The zeal for learning new technologies, and good to have a basic knowledge of python.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
Participate in discussion
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