
Python Programming
Overview:
This path introduces learners to the fundamentals of Python—a widely-used, beginner-friendly programming language essential for data science and machine learning. No prior coding experience is required.
Who it’s for:
Beginners looking to gain strong programming skills for tech and data-related careers.
What you’ll learn:
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Basics of Python syntax and semantics
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Variables, data types, and operators
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Control flow: conditionals, loops
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Functions and modular programming
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Working with data structures (lists, tuples, dictionaries, sets)
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Introduction to libraries like
numpy
andpandas
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Reading and writing files
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Debugging and basic project structure
What you’ll build:
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A mini project (e.g., a command-line tool or basic data manipulation task)
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Jupyter Notebook exercises to reinforce programming logic
Curriculum
- 3 Sections
- 2 Lessons
- 1 Quiz
- 9h 20m Duration
Starting with Python
- Python Crash Course
Python for Everybody
- Python for Everybody
Quiz
- Project: Linear regression with housing dataset