Скачать или смотреть NumPy, Pandas, Matplotlib in One Video | Complete Python Data Analysis Guide

🔷 Topics Covered
🔹 NumPy

Basics of NumPy arrays

Array indexing

Array slicing

Reshaping of arrays

Concatenation & splitting arrays

Introducing UFuncs (Universal Functions)

🔹 Data Manipulation with Pandas

Installing & using Pandas

Pandas objects (Series, DataFrame)

Data indexing & selection

Handling missing data

Combining datasets

Merge & join

Aggregation & grouping

🔹 Data Visualization with Matplotlib

Importing Matplotlib

Saving figures to files

Simple line plots

Simple scatter plots

Histograms, binnings, density plots

Example: Handwritten digits

Text & annotations

Example: Effects of holidays on US births

Geographic data with Basemap

Plotting data on maps

Example: California cities

🎯 Who Should Watch?

✔ Students learning Python
✔ Beginners in Data Science
✔ B.Tech / MCA / M.Sc / Coding beginners
✔ Anyone preparing for interviews or data analytics roles

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