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Python Essentials Track
Python Lesson Tracker
Module
Topic
Sub-Topic
Status
Module
Topic
Sub-Topic
Status
Core Python Fundamentals
5
Python Setup & Environment
- Installing Python 3.x
- Creating a virtual environment (venv/conda)
- Managing packages with pip
Done
Basic Syntax & Data Types
- Variables, types (int, float, str, bool)
- Arithmetic & string operations
- Indentation & code blocks
Done
Control Flow
- if / elif / else statements
- for and while loops
- break / continue
Done
Data Structures
- Lists, tuples, sets, dictionaries
- Common operations: append, slicing, membership
Done
Functions & Scope
- Defining & calling functions
- Parameters, return values
- Local vs. global scope
Done
Intermediate Python & Essentials
5
Modules & Packages
- Organizing Python code into .py files
- Import statements (absolute vs. relative)
Done
Object-Oriented Programming (OOP)
- Classes, objects, methods
- Constructors, basic inheritance, encapsulations
Done
Error Handling & Logging
- try/except, custom exceptions
- Logging module (levels: DEBUG, INFO, ERROR)
Done
Basic Testing
- pytest or unittest
- Writing test cases
Done
Type Hints & Code Quality
- Type annotations (PEP 484)
- Linters (flake8, black), docstrings
Done
Data Handling & Manipulation
3
Introduction to Data Analysis
- Basic EDA concepts (min, max, mean, etc.)
- Possibly quick plotting (pandas or matplotlib)
Done
NumPy Essentials
- Array creation, slicing, indexing
- Broadcasting & vectorized ops
Done
pandas for DataFrames
- Reading CSV/JSON, inspection (head(), info())
- Cleaning data (duplicates, missing values)
- Merges, joins, groupby
Done
Integration Topics
3
Environment Management & API Calls
- .env files, python-dotenv
- Reading/writing secrets
- requests for HTTP
Done
Minimal Web Framework
- Flask or FastAPI basics
- Exposing a POST endpoint
Done
SQL Database Connections & ORM
- sqlite3 or psycopg2 (Postgres)
- SQLAlchemy basics
Done
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