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US$120
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Duration: 25 Hours
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Delivery mode: Online
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Group size: Individual
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Instruction language:
English,
Urdu,
Hindi
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Certificate provided:
No
Master data analysis with Python in this focused course using Pandas and NumPy. Starting with an introduction to data handling and manipulation, you’ll learn how to clean, process, and analyze large datasets efficiently. The course covers the fundamentals of NumPy for numerical computing and Pandas for data manipulation, providing you with the tools to draw insights from complex data. By the end of this course, you'll be able to manage, analyze, and visualize data like a pro.
Topics covered:
- Introduction to data analysis and Python tools
- NumPy basics: arrays, indexing, and operations
- Working with multi-dimensional data in NumPy
- Introduction to Pandas: Series and Data Frames
- Data cleaning and preparation with Pandas
- Handling missing data and duplicates
- Data selection, filtering, and indexing
- Merging, joining, and concatenating datasets
- Grouping and aggregating data in Pandas
- Data visualization with basic Pandas plotting