Udemy – Comprehensive Feature Engineering for Machine Learning 2024-7

Published on: 2024-08-17 00:28:46

Categories: 28

Description

Comprehensive Feature Engineering for Machine Learning course. This training course will teach you essential skills in feature engineering so that you can get the best performance from your models by cleaning your data from noise. You will learn how to clean, process and enhance raw data to prepare it for advanced machine learning models. You will also learn advanced techniques to improve the accuracy and performance of models.

What you will learn

Mastery of raw data cleaning and preprocessing techniques for analysis
Applying different methods to manage and code outliers and missing data
Implement data scaling and transformation strategies to improve data quality
Feature extraction from different types of data and optimization of models

This course is suitable for people who

Looking to start a career in data science or machine learning.
Data analysts and professionals looking to improve their feature engineering skills.
Students and researchers who need advanced data manipulation techniques for their projects.
IT professionals who need an understanding of data preprocessing to improve system insights.