Curriculum map
The goal is a coherent path from absolute beginner to advanced, practical Python. A topic is complete only when it has explanations, examples, practice, and checks—not merely a heading in this roadmap.
First Steps — from zero
- What code is; running Python;
print()
- Values, strings, numbers, and comments
- Variables and naming
- Input, output, and type conversion
- Arithmetic and comparison
- Boolean logic
if, elif, and elsewhile and for loops- Strings and common operations
- Lists and indexing
- Dictionaries, tuples, and sets
- Functions, parameters, and return values
- Scope and decomposition
- Errors and debugging
- Files and paths
- Modules, imports, and virtual environments
- Exceptions
- A first tested command-line project
Builder Path — write dependable programs
- Problem decomposition and pseudocode
- List/dict comprehensions
- Mutability, identity, and copying
- Sorting, searching, and algorithmic complexity
- File formats: CSV, JSON, and text
- Testing with
unittest or pytest
- Debugging strategy and tracebacks
- Classes, objects, composition, inheritance, and dataclasses
- Type hints and static checking
- Logging, configuration, and command-line arguments
- Git, GitHub, code review, and documentation
- Packaging and dependency management
Deep Dive — understand Python
- Iterables, iterators, and generators
- Decorators and closures
- Context managers
- Custom exceptions
- Descriptors and properties
- Dunder methods and Python’s data model
- Async programming:
async / await
- Concurrency and multiprocessing fundamentals
- Profiling, memory, and performance
- Regular expressions
- Protocols, generics, and advanced typing
- Packaging, environments, and reproducible builds
- Selected Python internals
Creator Lab — choose a direction
- Automation and scripting
- Web APIs and backend development
- Data analysis and visualization
- Machine learning and AI
- Scientific computing
- Testing tools and developer productivity
- A capstone chosen by the learner
Assessment philosophy
Each substantial unit should include a prediction question, a no-copy practice exercise, a debugging task, a retrieval review that revisits earlier topics, a practical application, and tests or a clear rubric where appropriate.
Advanced modules will be released progressively. This roadmap is a plan, not a claim that all content already exists.