Pandas for Data Science 📊 | Clean, Analyze & Explore Data Like a Pro | Day 6

Описание: https://colab.research.google.com/dri...

Learn Pandas in one video — from Series & DataFrames to filtering, cleaning, and analyzing real data using the Titanic dataset. Perfect for Python beginners and data enthusiasts! 🚀

0:00 Welcome to Pandas in Python
0:05 Why Pandas after NumPy?
0:17 What is a DataFrame & Series
0:49 Creating Series & DataFrames
1:45 Loading Titanic Dataset using Seaborn
2:57 Analyzing data with .head() & .info()
4:50 Understanding .describe() method
5:50 Selecting columns with loc & iloc
7:35 Filtering & Masking data
9:00 Conditional filtering (AND / OR)
11:10 Cleaning missing values
12:40 Dropping columns & handling nulls
13:10 Creating new columns (Manipulation)
14:00 GroupBy explained (Split–Apply–Combine)
15:00 Gender & Class-based Survival Analysis
16:25 Summary of Pandas for Data Analysis
16:40 Outro & next video preview

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