Pandas - Data Exploration | Practical Machine Learning | Lecture 2
This lecture covers steps involved in EDA / data exploration using pandas. We will cover topics like: What is EDA, importance of data exploration, step by step guide to cover data exploration for beginners and some resources to get you started.
Topics Covered
00:00 - Intro
00:09 - Agenda
00:26 - What is Data Exploration
01:31 - Loading Data (can skip!)
02:16 - Data Exploration Begins (multiple steps)
11:02 - Conclusion & Homework
11:48 - See Ya 👋
Resources:
GitHub Repo: https://github.com/devloperhs14/pract...
Pandas Docs (For H.W): https://pandas.pydata.org/pandas-docs...
Series Playlist: • Machine Learning Practical
Hashtags
#pandaslibrary #datascience #machinelearning #pandaspythontutorial
Data Manipulation using Pandas (Part 2) | Machine Learning - Lec 6 | IIT Madras Bs Degree
Data Manipulation using Pandas (Part 1) | Machine Learning - Lec 5 | IIT Madras Bs Degree
Basic Data Selection using pandas | loc vs iloc, filter, lambda function and more | Lec 3