Debug Python Code with `pdb`
Learn how to use Python's built-in pdb debugger to step through code, set breakpoints, inspect variables, and find bugs interactively.
Learn Python programming from scratch
Learn how to use Python's built-in pdb debugger to step through code, set breakpoints, inspect variables, and find bugs interactively.
Learn how to use VS Code's built-in Python debugger to set breakpoints, step through code, inspect variables, and debug tests visually.
Learn how to read Python tracebacks line by line, identify the root cause of errors, and use traceback information to debug faster.
Learn how to profile Python code to find performance bottlenecks using cProfile, timeit, and simple timing techniques during debugging.
Learn the most common mistakes Python developers make when writing tests and debugging code, and how to avoid them.
Learn the key practices for building a reliable Python test suite: naming conventions, test organization, fixture management, and continuous integration.
Apply testing and debugging skills to a complete Python project: write tests, find bugs with the debugger, measure coverage, and fix issues systematically.
Learn what performance means in Python, the difference between speed and efficiency, and where to focus your optimization effort for real gains.
Learn how to benchmark Python code accurately with the timeit module, compare different approaches, and avoid common timing pitfalls.
Learn to find the slowest parts of a Python program using cProfile, read profiler output, and interpret call counts and cumulative time.
Learn how to write Python code that uses less memory using generators, slots, array types, and streaming patterns.
Learn practical techniques to speed up Python loops: hoist invariants, use comprehensions, cache lookups, and choose the right data structures.