Data Cleaning with Python & Pandas | Complete Tutorial | Data Science Project for Beginners
In this video, we will walk through Data Cleaning in Python Pandas. You will learn to clean the different formats of strings into a proper format, handle missing values, convert the strings with numbers to numeric values, deal with date format, and many more.
This video is designed for data science beginners and enthusiasts alike!
In this tutorial, you’ll learn:
How to identify, handle, and fix missing values in real datasets
Removing duplicates, correcting data types, and transforming messy columns
Using powerful Pandas methods for value replacement, categorical data cleaning
Timestamps:
00:00 Introduction
02:20 Loading a raw dataset
03:55 Detecting and removing duplicates
05:45 Detecting missing values
06:35 Cleaning the name column
09:13 Removing missing values (age column)
12:10 Cleaning categorical data (gender, grade columns)
16:21 Dealing with Score columns (both numeric and categorical)
21:18 Dealing with Dates
26:11 Cleaning again categorical data
28:45 Outro
Ready to build a real data science project? Watch now, and don’t forget to like, comment with your questions, and subscribe for more in-depth Python and data science tutorials!
Github Repository: https://github.com/binary-study/data-...
Python Videos
1. • Python Virtual Environment: How to Create,...
2. • How to Install Python (3.13.0) on Windows ...
3. • Install Jupyter Notebook on Windows 11 and...
Computer vision & image processing related videos:
1. • How to load and visualize CIFAR-10 and CIF...
2. • How to load and visualize multiple images ...
Playlists
• Python Tutorial for Beginners
• Colab
• Computer Vision
#datacleaning #pandas #python #datascienceprojects #beginnerdatascience #tutorial #binarystudy
En esta página del sitio puede ver el video en línea Data Cleaning with Python & Pandas | Complete Tutorial | Data Science Project for Beginners de Duración hora minuto segunda en buena calidad , que subió el usuario Binary Study 01 enero 1970, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 7,502 veces y le gustó 270 a los espectadores. Disfruta viendo!
