Udemy - Data pre-processing for Machine Learning in Python torrent

Data pre-processing for Machine Learning in Python
https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 47 lectures (5h 35m) | Size: 2 GB

How to transform a dataset for a machine learning model

What you'll learn
How to fill the missings in numerical and categorical variables
How to encode the categorical variables
How to transform the numerical variables
How to scale the numerical variables
Principal Component Analysis and how to use it
How to apply oversampling using SMOTE
How to use several useful objects in scikit-learn library

Requirements
Basic knowledge of Python programming language