Python Learning Paths
Take your coding skills to the next level with Real Python’s accelerated study plans for beginner, intermediate, and advanced Python developers.
At Real Python, you can learn all things Python from the ground up. Everything from the absolute basics of Python, to web development and web scraping, to data visualization, and beyond.
Whether you’re a beginner, intermediate, or advanced Pythonista, our custom-made learning paths will take your skills to the next level with accelerated, hands-on study plans.
Take the Quiz: Test your knowledge with our interactive “Python Skill Test” quiz. You’ll receive a score upon completion to help you track your learning progress:
Interactive Quiz
Python Skill TestTest your Python knowledge in a skills quiz with basic to advanced questions. Are you a Novice, Intermediate, Proficient, or Expert?
All of the resources in our learning paths were created by professional Python developers with years of experience to ensure that you’re learning the skills and techniques that really matter.
You’ll find your way through an entire Python curriculum, so you’ll always know what to focus on next.
Not sure where to start? Take our short Learning Plan survey to get a personalized study plan based on your goals and experience level. Or pick a learning path below and jump right in, or search and filter learning paths by topic and skill level.
Absolute Basics
If you’re completely new to programming and Python, then start your learning journey with the Python Basics learning path, which is designed to pick you up at the ground floor and carry you to basic proficiency with Python. After finishing this learning path, you’ll be well equipped to tackle any of our beginner learning paths.
Learning Path
Python Basics: Introduction to Python
18 Resources ⋅ Skills: Python 3 Fundamentals, Real-World Projects
Python Core Language: Basics
Get a jump start on your Python career with our learning resources designed for beginners. Here you’ll find fundamental concepts for Python beginners, which will help you get started on your journey to learn Python. These tutorials focus on the absolute essentials that you need to know about Python.
Learning Path
Revisit Python Fundamentals
13 Resources ⋅ Skills: Python, Variables, Data Types, REPL, Operators, Expressions, Exceptions, Comments, Keywords, IDLE, String Conversion
Learning Path
I/O Operations and String Formatting
10 Resources ⋅ Skills: Python, Fundamentals, I/O, String Formatting, f-strings, print()
Learning Path
Python Control Flow and Loops
15 Resources ⋅ Skills: Python, Control Flow, Conditional Statements, Booleans, for Loops, while Loops, enumerate, Nested Loops, break, continue, pass
Learning Path
Python Data Structures
24 Resources ⋅ Skills: Python, Strings, Lists, Tuples, Dictionaries, Sets, List Comprehensions, range(), Bytes, Sorting
Learning Path
Functions and Scopes
12 Resources ⋅ Skills: Python, Functions, Scope, Arguments, Parameters, Return, Globals
Python Core Language: Intermediate
Once you’re past the basics, you can start digging into our intermediate-level tutorials, which will teach you new Python concepts. This category is for intermediate Python developers who already know the basics of Python development and want to expand their knowledge.
Learning Path
Perfect Your Python Development Setup
17 Resources ⋅ Skills: VS Code, PyCharm, Virtual Environments, pyenv, Docker, Git, GitHub, IDEs, Code Editors, Claude Code, Cursor, Gemini CLI, GitHub Copilot
Learning Path
Modules and Packages
15 Resources ⋅ Skills: Packages, Modules, Import System, pip, PyPI, uv, __init__.py, Namespace Packages
Learning Path
Object-Oriented Programming (OOP)
18 Resources ⋅ Skills: Python, OOP, Classes, Data Classes, Getters, Setters, Property, super(), Magic Methods, Operator Overloading, SOLID, Inheritance, Composition, Mixin Classes, Factory Pattern
Learning Path
Files and File Streams
13 Resources ⋅ Skills: Python, Pathlib, File I/O, Serialization, Encoding, Unicode, PDF, WAV, Context Managers, ZIP Files
Learning Path
Exceptions, Logging, and Debugging
8 Resources ⋅ Skills: Python, Exceptions, Logging, Debugging, pdb, raise, Built-in Exceptions, Error Handling
Learning Path
Classic Data Structures and Algorithms
20 Resources ⋅ Skills: Python, Data Structures, Stacks, Queues, Linked Lists, Hash Tables, Enums, Search Algorithms, Sorting Algorithms, Collections
Learning Path
Important Standard Library Modules
16 Resources ⋅ Skills: Python, math, time, calendar, datetime, JSON, CSV, Regex, random, subprocess, argparse, pickle, XML, zipfile
Learning Path
Functional Programming With Python
14 Resources ⋅ Skills: Python, Functional Programming, Lambda Functions, Built-in Functions, Map, Filter, Reduce, Scope, Closures, Inner Functions, Decorators, Recursion
Learning Path
Generators and Generator Expressions
6 Resources ⋅ Skills: Python, Iterators, Iterables, Itertools, Asynchronous Iterations, Generators, Yield
Learning Path
Write More Pythonic Code
15 Resources ⋅ Skills: Zen of Python, PEP 8, Application Layouts, Duck Typing, Type Checking, Type Hints, Code Documentation, MkDocs, Code Quality, Pylint
Learning Path
Testing and Continuous Integration
10 Resources ⋅ Skills: Unit Testing, Doctest, Mock Object Library, Pytest, Continuous Integration, Docker, Code Quality, GitHub Actions, Software Testing, CI/CD
Python Core Language: Advanced
In this section, you’ll find Python learning resources that teach you advanced concepts so you can be on your way to becoming a master of the Python programming language. Once you’re past the intermediate level, you can start digging into these tutorials and courses, which will teach you advanced Python concepts and patterns.
Learning Path
Concurrency and Async Programming
10 Resources ⋅ Skills: Python, Concurrency, Async IO, Global Interpreter Lock, Thread Safety, Parallel Processing, Performance Optimization, Multithreading, Code Efficiency
Learning Path
Database Access With Python
9 Resources ⋅ Skills: SQL Libraries, SQLite, SQLAlchemy, Redis, MySQL, MongoDB, ChromaDB, Data Management, NoSQL Databases, Vector Databases, DuckDB, TinyDB, SQL Security
Learning Path
Python Metaprogramming
4 Resources ⋅ Skills: Python, Metaclasses, Descriptors, Dynamic Code Execution, exec(), eval()
Learning Path
Network Programming and Security
5 Resources ⋅ Skills: CRUD Operations, REST APIs, HTTPS, Socket Programming, Network Security, Web Services
Learning Path
Create Graphical User Interfaces (GUI)
12 Resources ⋅ Skills: Tkinter, PyQt, wxPython, Kivy, GUI Layouts, Event Handling, Database Integration, Thread Management, Mobile App Development, GUI Design
Learning Path
Understand CPython
8 Resources ⋅ Skills: Python, Pointers, Memory Management, Profiling, CPython Source Code, C Extensions, Python Bindings, Memory Mapping
Learning Path
Ace Your Python Coding Interview
8 Resources ⋅ Skills: Coding Interviews, Practice Problems, CSV Parsing, Data Engineering, Python Books, PyCon Talks, Interview Preparation, Coding Challenges
Ready to explore what Python can do outside of its core functionality? The learning paths below cover real-world applications like web development, data science, machine learning, and more. Work through any of these paths side-by-side, or skip those that you’re not interested in.
Web Development
Build web applications with Python’s most popular frameworks. Start with the fundamentals of web development in Python, then dive deeper with FastAPI, Flask, or Django. You’ll also learn how to collect data from the web using scraping techniques.
Learning Path
Become a Python Web Developer
21 Resources ⋅ Skills: Web Development, Django, Flask, FastAPI, REST APIs
Learning Path
FastAPI: Python API Development With Light Speed
5 Resources ⋅ Skills: FastAPI, REST APIs, Web Development, Jinja2
Learning Path
Flask by Example
12 Resources ⋅ Skills: Web Development, Flask Framework, Jinja, REST APIs, Deployment
Learning Path
Django for Web Development
17 Resources ⋅ Skills: Django, Web Development, REST APIs, Migrations, User Management, Admin
Data Science & Visualization
Work with data using Python’s powerful data science ecosystem. These paths take you from core skills with NumPy and pandas through math foundations, data collection and storage, all the way to creating compelling visualizations.
Learning Path
Data Science With Python Core Skills
21 Resources ⋅ Skills: Pandas, NumPy, Data Cleaning, Data Visualization, Statistics
Learning Path
Math for Data Science
5 Resources ⋅ Skills: Statistics, Correlation, Linear Regression, Logistic Regression, NumPy, SciPy, pandas, Gradient Descent
Learning Path
Data Collection & Storage
9 Resources ⋅ Skills: CSV, JSON, pandas, Excel, SQL, SQLite, SQLAlchemy, AWS S3, Databases
Learning Path
Data Visualization With Python
10 Resources ⋅ Skills: NumPy, Matplotlib, Bokeh, Seaborn, pandas
Learning Path
pandas for Data Science
15 Resources ⋅ Skills: pandas, Data Science, Data Visualization, DataFrame, GroupBy, Data Cleaning
AI & Machine Learning
Harness the power of artificial intelligence with Python. Whether you want to use AI assistants to boost your coding productivity, build applications powered by large language models, or train your own machine learning models, these paths have you covered.
Learning Path
Python Coding With AI
12 Resources ⋅ Skills: Cursor, Claude Code, AI-Assisted Development
Learning Path
LLM Application Development With Python
13 Resources ⋅ Skills: OpenAI, Ollama, OpenRouter, Prompt Engineering, LangChain, LlamaIndex, ChromaDB, MarkItDown, RAG, Embeddings, Pydantic AI, LangGraph, MCP
Learning Path
Machine Learning With Python
31 Resources ⋅ Skills: Image Processing, Text Classification, Speech Recognition, NLP, Deep Learning, LLMs, RAG
DevOps, Desktop Apps, and Game Development
Package, deploy, and ship your Python projects to the world. Containerize applications and set up CI/CD pipelines for the cloud, build professional desktop apps with graphical user interfaces, or dive into game development to bring interactive experiences to life.
Learning Path
DevOps With Python
10 Resources ⋅ Skills: Packaging & Deployment, CI/CD, AWS, Docker, Logging
Learning Path
GUI Programming With PyQt
8 Resources ⋅ Skills: PyQt, Qt Designer, Layouts, Menus, SQL Databases, QThread, SQLite, GUI Design
Learning Path
Python Game Development
12 Resources ⋅ Skills: Turtle, Rich, PySimpleGUI, Tkinter, Pygame, Arcade
How to Select a Path That’s Right for You?
Learning Python isn’t a one-size-fits-all task, so think about why you’re here. What do you want to do with Python? Think about where you want to go, and then consider what skills you’ll need to get there.
If you’d like a personalized recommendation, take our short Learning Plan survey. It asks a few questions about your experience and goals, then builds a custom study plan just for you.
If you jump into a learning path and get stuck, you can always ask for help in the Real Python Community Chat or at Office Hours. Those are also great places to hear from other programmers who have been in your shoes and may have suggestions on where to start.
