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Feature Engineering is for Everyone

Offered By: PyCon US via YouTube

Tags

PyCon US Courses Data Science Courses Software Development Courses Data Analysis Courses Data Visualization Courses Feature Engineering Courses One Hot Encoding Courses Machine Learning Models Courses

Course Description

Overview

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Explore the world of feature engineering in this comprehensive tutorial from PyCon US. Learn how to create and select features from raw data for data visualizations, rules-based automations, and machine learning models. Discover techniques for handling various data types, including discrete/categorical and continuous data. Master one-hot encodings for categories, text vectorization, and date manipulation. Gain practical skills to apply feature engineering in your projects, whether you're a data scientist, data analyst, or developer. By the end of this 2-hour 17-minute session, acquire the knowledge to effectively create features that enhance your data-driven initiatives.

Syllabus

Tutorials - Leah Berg, Ray: Feature Engineering is for Everyone!


Taught by

PyCon US

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