NumPy, Pandas, Matplotlib in One Video | Complete Python Data Analysis Guide
Автор: FutureScope
Загружено: 2025-11-28
Просмотров: 41
🔷 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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