Master Data Cleaning & EDA with Python in Just 90 Minutes! ๐Ÿš€

Learn the essentials of Exploratory Data Analysis (EDA) with Python in this comprehensive tutorial. Covering data cleaning, visualization, and basic machine learning techniquesโ€”perfect for beginners and data enthusiasts alike!

Master Data Cleaning & EDA with Python in Just 90 Minutes! ๐Ÿš€
Connect and Code
1.7K views โ€ข Aug 16, 2025
Master Data Cleaning & EDA with Python in Just 90 Minutes! ๐Ÿš€

About this video

๐Ÿ“Š Exploratory Data Analysis (EDA) using Python in just 90 minutes!
This complete tutorial will take you step by step through the process of analyzing, cleaning, and preparing data for Machine Learning (ML) and AI projects.

โœ… What youโ€™ll learn in this video:

Introduction to Exploratory Data Analysis in Python

Data Cleaning in Python with Pandas & NumPy

Handling missing values and data preprocessing

Outlier detection & data wrangling

Python Data Visualization using Matplotlib & Seaborn

Preparing ML-ready datasets for Data Science & Machine Learning


๐Ÿ Whether youโ€™re a beginner in Python, a student, or an aspiring data scientist, this hands-on Python data analysis full course will strengthen your foundations in EDA, visualization, and preprocessing.

๐Ÿ‘‰ By the end of this session, youโ€™ll be confident in performing EDA for machine learning beginners, creating visualizations, and building datasets ready for ML models.

๐Ÿ“Œ Topics Covered:

What is EDA and why itโ€™s important

Setting up Python environment

Data cleaning & preprocessing

Outlier treatment & data wrangling

Data visualization with Pandas, Matplotlib, and Seaborn

Preparing datasets for ML & AI

Check out PART - 2 here:

https://youtu.be/TkT4hpvSFIc?si=3y-kZDVgLdCh2h85

Link for dataset:

https://docs.google.com/spreadsheets/d/149Me2y5jM489YVzYY1c4LT3B4bwvYE3b/edit?usp=drivesdk&ouid=106396401455864005400&rtpof=true&sd=true

โœจ Donโ€™t forget to LIKE ๐Ÿ‘, SHARE ๐Ÿ”, and SUBSCRIBE ๐Ÿ”” for more tutorials on Python, Data Science, Machine Learning, and AI!

#Python #DataScience #MachineLearning #EDA #DataAnalysis #DataVisualization #PythonProgramming #LearnPython #Analytics #AI #BigData #Coding #ML #ArtificialIntelligence #PythonForDataScience #Programming #DataCleaning #DataPrep #Statistics #Tech #Education

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Video Information

Views

1.7K

Likes

64

Duration

01:34:16

Published

Aug 16, 2025

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