Data Science 2023: Data Preprocessing & Feature Engineering
Become expert in Data Cleaning and Feature Engineering for Machine Learning using Pandas & Scikit learn
4.30 (40 reviews)
297
students
6 hours
content
Feb 2023
last update
$74.99
regular price
What you will learn
Preprocessing the data takes 60%-70% of time. The course provides the entire toolbox to you to convert your raw data to model ready data
Become Expert in Python Pandas and scikit-learn for data manipulation and feature engineering
Become efficient in pre-processing data using various python packages such as pandas_profiling, catagory-encoders etc.
Learn feature Engineering techniques like encoding, imputation scaling etc. using Scikit-learn
Learn Scikit-learn Pipeline, Column tranformers to make the code readable and efficient
Learn to Write Python Functions which wraps various pandas functionalities to automate tasks
Export Analysis Output to Text file or Excel (export multiple dataframes to different sheets and multiple dataframes to same sheet in a workbook programatically
Bonus Lecture to help you strategise in interview preparations
Screenshots
Related Topics
4242704
udemy ID
8/15/2021
course created date
8/22/2021
course indexed date
Bot
course submited by