Feature Engineering is for Everyone
Offered By: PyCon US via YouTube
Course Description
Overview
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
Related Courses
Clasificación de datos de Satélites con autoML y PycaretCoursera Project Network via Coursera Deep Learning Prerequisites: Linear Regression in Python
Udemy Handling Missing Data with Imputations in R
DataCamp AWS Foundations: Machine Learning Basics
Pluralsight Identifying Security Requirements of an AI Solution
Pluralsight