Dave Ebbelaar · 5h 16m · 37 lessons
Python for AI - Full Beginner Course
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3 days at 90 min a dayDay 113 lessons · 1h 46mToday
- 1Course Introduction & OverviewUnderstand the course goals, structure, and why this Python course focuses on practical AI development skills.12m Notes and quiz
- 2Creating Projects and WorkspacesCreate a structured project folder using kebab-case naming, open it in VS Code, and save it as a workspace for persistent sessions.6m Notes and quiz
- 3Creating and Running Your First Python FileCreate a hello.py file, write a print statement, select the correct Python interpreter, and run the script via the play button and terminal.15m Notes and quiz
- 4Creating and Using Virtual EnvironmentsCreate a venv virtual environment in VS Code, select it as the interpreter, and understand environment activation in terminals.4m Notes and quiz
- 5Installing and Importing Python PackagesInstall the requests package with pip, locate installed package files, and import the library in a Python script.5m Notes and quiz
- 6Interactive Python with Jupyter in VS CodeInstall ipykernel, configure Jupyter interactive window settings, and run code sections interactively with Shift+Enter.11m Notes and quiz
- 7Python Syntax, PEP 8, and Debugging ErrorsLearn Python syntax rules, PEP 8 style guidelines, and how to read and fix common syntax and runtime errors.6m Notes and quiz
- 8Variables and CommentsCreate variables to store data, overwrite values, and add single-line and multi-line comments to document code.12m Notes and quiz
- 9Data Types: Booleans and Comparison OperatorsUse True/False boolean values, perform comparisons with ==, !=, >, <, and combine conditions with and, or, not.6m Notes and quiz
- 10Control Flow: Conditional StatementsWrite if, elif, and else statements to branch program logic based on boolean conditions.7m Notes and quiz
- 11Control Flow: For Loops and range()Use for loops with range() to repeat actions, customize start/stop/step values, and understand zero-based indexing.7m Notes and quiz
- 12Data Structures: ListsCreate lists with mixed data types, access elements by index (including negative), slice lists, and use append, insert, remove, and sort methods.8m Notes and quiz
- 13Data Structures: Tuples and SetsCreate immutable tuples for fixed data like coordinates, and use sets to store unique values with automatic deduplication.6m Notes and quiz