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Courses
Python for Data Science
Categories
Data & AI
Python for Data Science
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A course by
J
junayed
Categories
Data & AI
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What I will learn?
Write Python code for data manipulation and analysis
Load, clean, and explore datasets with Pandas
Build charts and visualizations with Matplotlib and Seaborn
Identify trends and patterns in real-world data
Structure a basic data analysis workflow
Course Curriculum
Topic 1: Python Basics
Build a solid programming foundation before diving into data.
Lesson 1: Data Types, Variables & Operators
Lesson 2: Loops, Functions & File Handling
Python & Pandas Essentials
Topic 2: Data Analysis with Pandas
Wrangle real-world datasets like a pro.
Lesson 1: Loading & Exploring Datasets
Python for Data Science – Knowledge Check
Lesson 2: Filtering, Grouping & Aggregating Data
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Material Includes
Sample datasets (CSV format)
Jupyter Notebook exercise files
Python cheat sheet (PDF)
Requirements
Install Python 3.x and Jupyter Notebook before starting (guide provided)
No prior programming experience strictly required, but helpful
A computer with at least 4GB RAM recommended
Target Audience
Aspiring data analysts and data scientists
Business professionals who work with data regularly
Python beginners interested in data careers
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