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Free Resources

Curated videos, not random playlists

Hand-picked YouTube resources with focus notes — follow a roadmap, not random videos.

Resources

61

Curated videos

Free

33

No Pro needed

Languages

1

Levels

2

61 resources

Modern Python logging

mCoding · 22 min · intermediate · English

Modern Python logging

Intermediate
Python Tutorial: Decorators - Dynamically Alter The Functionality Of Your Functions

Corey Schafer · 30 min · intermediate · English

Python Tutorial: Decorators - Dynamically Alter The Functionality Of Your Functions

Intermediate
All You Need To Know About Behavioral Interviews (for software engineers)

Clément Mihailescu · 13 min · beginner · English

All You Need To Know About Behavioral Interviews (for software engineers)

Optional behavioral angle: STAR-style answers and behavioral interview strategy

Beginner
How to make your GitHub more impressive to Employers! (5 simple tips)

Tech With Tim · 11 min · beginner · English

How to make your GitHub more impressive to Employers! (5 simple tips)

Practical tips to present GitHub projects to recruiters and hiring managers

Beginner
Tiny URL - System Design Interview Question (URL shortener)

NeetCode · 35 min · intermediate · English

Tiny URL - System Design Interview Question (URL shortener)

End-to-end URL shortener walkthrough: requirements, API, data model, scaling

Intermediate
Top 50 Python Interview Questions | Python Interview Questions And Answers | Edureka

edureka! · 42 min · intermediate · English

Top 50 Python Interview Questions | Python Interview Questions And Answers | Edureka

Broad Python language interview Q&A: data types, OOP, decorators, generators

Intermediate
LeetCode Was Hard Until I Learned THESE 8 Patterns (With Templates!)

NeetCode · 21 min · intermediate · English

LeetCode Was Hard Until I Learned THESE 8 Patterns (With Templates!)

Optional different angle: the core 8 interview patterns with code templates

Intermediate
Python for Coding Interviews - Everything you need to Know

NeetCode · 26 min · intermediate · English

Python for Coding Interviews - Everything you need to Know

Python-specific tools and tricks for solving DSA problems under interview conditions.

Intermediate
Pro only
Pro

Akamai Developer · 8 min · beginner · English

Deploy Your Python API to Render Cloud in 5 Mins | Free & Easy!

Different angle: deploying the containerized API to a free cloud host (Render).

Beginner
Pro only
Pro

Travis Media · 20 min · intermediate · English

Master Docker: Build and Containerize Python Web App (FastAPI)

Packaging a FastAPI app into a Docker image with a Dockerfile.

Intermediate
Pro only
Pro

Kunaal Naik · 18 min · beginner · English

Markdown Tutorial - Writing Beautiful readme using Markdown

Different angle: documenting the project with a clear, well-structured Markdown README.

Beginner
Pro only
Pro

Ssali Jonathan · 33 min · intermediate · English

Unit Testing In FastAPI (Using It's In-Built Test Client) With Pytest

Writing tests for a FastAPI app with pytest and the built-in TestClient.

Intermediate
Pro only
Pro

pixegami · 15 min · intermediate · English

Python FastAPI Tutorial: Build a REST API in 15 Minutes

Hands-on quick build of a working FastAPI REST backend end-to-end.

Intermediate
Pro only
Pro

ArjanCodes · 21 min · intermediate · English

Anatomy of a Scalable Python Project (FastAPI)

Architecting a clean, well-structured, scalable FastAPI backend from scratch.

Intermediate
Pro only
Pro

mCoding · 11 min · intermediate · English

The Python Global Interpreter Lock - Explained

Optional GIL deep-dive: why threading vs multiprocessing behave differently

Intermediate
Pro only
Pro

Tech With Tim · 32 min · intermediate · English

Asyncio in Python - Full Tutorial

asyncio event loop, async/await, tasks and concurrent I/O

Intermediate
Pro only
Pro

ArjanCodes · 18 min · intermediate · English

FastAPI vs. Django REST Framework: Which One Should You Choose?

The Django alternative: when DRF fits better than FastAPI

Intermediate
Pro only
Pro

Eric Roby · 22 min · intermediate · English

FastAPI JWT Tutorial | How to add User Authentication

Securing FastAPI routes with JWT / OAuth2 and password hashing

Intermediate
Pro only
Pro

Traversy Media · 60 min · beginner · English

FastAPI Crash Course - Modern Python API Development

Build a typed, validated REST API with FastAPI and Pydantic models.

Beginner
Pro only
Pro

ByteByteGo · 11 min · intermediate · English

8 Pragmatic REST API Design Tips (From Real Projects)

Optional different angle: practical naming, versioning, pagination and error conventions

Intermediate
Pro only
Pro

Web Dev Simplified · 16 min · intermediate · English

The Right Way To Build REST APIs

Richardson Maturity Model, stateless vs stateful, defining correct REST endpoints

Intermediate
Pro only
Pro

SsaliJonathan · 30 min · intermediate · English

Alembic Introduction - Migrations and Auto-Generating Revisions from SQLAlchemy Models

Versioning your schema with Alembic: setting up the migration environment, writing upgrade/downgrade revisions, and auto-generating migrations from SQLAlchemy models (pairs with the SQLAlchemy ORM crash course above).

Intermediate
Pro only
Pro

SsaliJonathan · 60 min · intermediate · English

SQLAlchemy 2.0 ORM Crash Course - Manage Relational Databases with Python (SQLAlchemy 2.0)

Modern SQLAlchemy 2.0-style ORM: declarative models, the engine and sessions, relationships, and querying Python objects mapped to tables.

Intermediate
Pro only
Pro

Database Star · 11 min · beginner · English

How to Design a Database

Design relational schemas: tables, keys, relationships and normalization.

Beginner
Pro only
Pro

Kevin Stratvert · 45 min · beginner · English

SQL Tutorial for Beginners

Query relational data: SELECT/WHERE/JOIN/GROUP BY — the SQL essentials every ORM sits on.

Beginner
Unit testing Python code using Pytest + GitHub Actions

pixegami · 20 min · intermediate · English

Unit testing Python code using Pytest + GitHub Actions

Running pytest in a GitHub Actions CI pipeline on push/PR

Intermediate
Test-Driven Development In Python // The Power of Red-Green-Refactor

ArjanCodes · 15 min · intermediate · English

Test-Driven Development In Python // The Power of Red-Green-Refactor

Test-driven development in Python via the red-green-refactor cycle.

Intermediate
Python Mocking Tutorial: Unit Testing with unittest.mock

Python Simplified · 30 min · intermediate · English

Python Mocking Tutorial: Unit Testing with unittest.mock

Mocking dependencies with unittest.mock and patch

Intermediate
All you need to know about pytest fixtures 😎

ArjanCodes · 24 min · intermediate · English

All you need to know about pytest fixtures 😎

Deep dive on fixtures (scope, conftest, parametrized fixtures) for maintainable tests

Intermediate
Please Learn How To Write Tests in Python… • Pytest Tutorial

Tech With Tim · 33 min · beginner · English

Please Learn How To Write Tests in Python… • Pytest Tutorial

Concise hands-on intro to writing and running your first pytest tests

Beginner
Getting started with GitHub Copilot | Tutorial

GitHub · 12 min · beginner · English

Getting started with GitHub Copilot | Tutorial

Official GitHub walkthrough of Copilot from setup to coding; emphasizes prompting well and reviewing/testing all AI-generated output.

Beginner
Git & GitHub Crash Course 2025

Traversy Media · 49 min · beginner · English

Git & GitHub Crash Course 2025

Modern Git + GitHub crash course: version control, branching, pushing and collaboration workflow.

Beginner
Python Tutorial: Ruff - A Fast Linter & Formatter to Replace Multiple Tools and Improve Code Quality

Corey Schafer · 36 min · beginner · English

Python Tutorial: Ruff - A Fast Linter & Formatter to Replace Multiple Tools and Improve Code Quality

Different-angle companion: installing/configuring Ruff for linting + formatting, CLI usage, project config, and VS Code integration.

Beginner
Modern Python uses Type HINTS, Here's How

mCoding · 15 min · intermediate · English

Modern Python uses Type HINTS, Here's How

Why and how to write modern typed Python; conceptual foundation for static checking with mypy.

Intermediate
Python Tutorial: UV - A Faster, All-in-One Package Manager to Replace Pip and Venv

Corey Schafer · 27 min · beginner · English

Python Tutorial: UV - A Faster, All-in-One Package Manager to Replace Pip and Venv

Hands-on tour of uv: installing, initializing projects, pyproject.toml, lock files, auto-managed virtual environments, and global tools.

Beginner
Python Tutorial: Working with JSON Data using the json Module

Corey Schafer · 21 min · beginner · English

Python Tutorial: Working with JSON Data using the json Module

Optional deep-dive angle: loading/dumping JSON to/from strings and files with a real API example.

Beginner
Python Has the Best Standard Library Ever: 10 Modules You Need to Know

ArjanCodes · 24 min · intermediate · English

Python Has the Best Standard Library Ever: 10 Modules You Need to Know

Tour of batteries-included modules (json, datetime, collections, itertools, pathlib, etc.) that solve everyday problems.

Intermediate
Python Tutorial: Pathlib - The Modern Way to Handle File Paths

Corey Schafer · 35 min · intermediate · English

Python Tutorial: Pathlib - The Modern Way to Handle File Paths

Optional second angle: modern object-oriented path handling with pathlib instead of os.path.

Intermediate
Python Tutorial: File Objects - Reading and Writing to Files

Corey Schafer · 24 min · beginner · English

Python Tutorial: File Objects - Reading and Writing to Files

Reading and writing files safely using the with-statement context manager.

Beginner
Python Tutorial: Using Try/Except Blocks for Error Handling

Corey Schafer · 11 min · beginner · English

Python Tutorial: Using Try/Except Blocks for Error Handling

Clear walkthrough of try/except/else/finally and handling specific vs generic exceptions deliberately.

Beginner
You NEED to know about dataclasses in Python

Indently · 13 min · beginner · English

You NEED to know about dataclasses in Python

Optional quick take on dataclasses fundamentals, defaults, and field options.

Beginner
Data Classes in Python Are The New Standard

Tech With Tim · 23 min · intermediate · English

Data Classes in Python Are The New Standard

Using @dataclass to write concise, modern data models with less boilerplate.

Intermediate
Composition Is Better Than Inheritance in Python

ArjanCodes · 9 min · intermediate · English

Composition Is Better Than Inheritance in Python

Optional different angle: when to favor composition over inheritance for reusing behavior.

Intermediate
Python OOP Tutorial 5: Special (Magic/Dunder) Methods

Corey Schafer · 13 min · intermediate · English

Python OOP Tutorial 5: Special (Magic/Dunder) Methods

Customizing classes with dunder methods like __repr__, __str__, __add__.

Intermediate
Python OOP Tutorial 4: Inheritance - Creating Subclasses

Corey Schafer · 20 min · intermediate · English

Python OOP Tutorial 4: Inheritance - Creating Subclasses

Inheriting and overriding behavior with subclasses and super().

Intermediate
Python Object Oriented Programming (OOP) - For Beginners

Tech With Tim · 53 min · beginner · English

Python Object Oriented Programming (OOP) - For Beginners

Comprehensive one-video OOP: classes, objects, instance state, methods and inheritance.

Beginner
Python OOP Tutorial 1: Classes and Instances

Corey Schafer · 15 min · beginner · English

Python OOP Tutorial 1: Classes and Instances

Creating classes, instances, and instance attributes/state — the canonical intro for modeling entities.

Beginner
Big-O Notation in 100 Seconds

Fireship · 2 min · beginner · English

Big-O Notation in 100 Seconds

Optional fast primer on Big-O notation as a quick mental model before applying it to Python collections.

Beginner
Big O notation - Data Structures & Algorithms Tutorial #2 | Measuring time complexity

codebasics · 13 min · intermediate · English

Big O notation - Data Structures & Algorithms Tutorial #2 | Measuring time complexity

Measuring time complexity and Big-O of common data-structure operations.

Intermediate
Python Generators (Theory of Python) (Python Tutorial)

Corey Schafer · 11 min · intermediate · English

Python Generators (Theory of Python) (Python Tutorial)

yield, lazy evaluation, and the memory benefits of generators / the iterator protocol.

Intermediate