Everything You Should Know About Python Hash
In this tutorial, you will learn about Python Hash. This is a built-in function that returns an object hash value. When looking at a dictionary, the hash value is an …
Python Tutorial 2026: Free Beginner to Advanced Guide
Python is the most beginner-friendly and most-recommended first programming language in 2026, easy to read, massive ecosystem, used in everything from web apps to AI/ML to automation. This hub collects free Python tutorials from “hello world” through Django web frameworks, data science (pandas/NumPy), and capstone-level AI projects.
What you’ll learn in the Python tutorial series
Beginner basics: variables, data types, conditionals, loops, functions
Data structures: lists, tuples, dictionaries, sets, comprehensions
Object-Oriented Programming: classes, inheritance, polymorphism, dunder methods
File and exception handling: reading/writing files, try/except patterns
Web frameworks: Django (full-stack), Flask (microservices), FastAPI (modern APIs)
Data science basics: pandas DataFrames, NumPy arrays, matplotlib charts
AI/ML introduction: scikit-learn classifiers, TensorFlow/Keras for deep learning
Why Python for BSIT capstones
Python is the dominant choice when your capstone involves AI, ML, or data analysis (image classification, chatbots, recommendation engines). It’s also excellent for backend web services via Django or Flask. For pure CRUD systems where the panel prefers PHP or Java, those remain valid choices, but Python has the strongest momentum in 2026 hiring trends across the Philippines.
Recommended Python development setup
Python 3.12+ from python.org (current stable as of 2026)
VS Code with the Python extension, best free IDE
Virtual environments: use python -m venv venv per project
pip for package management; requirements.txt for reproducibility
Black + Ruff for code formatting and linting
pytest for unit testing
Related Python resources
Python Projects, 250+ downloadable Python capstones
Django Projects, web framework projects
Tkinter Projects, Python desktop applications
Deep Learning Projects, AI capstones in Python
Machine Learning Projects, classical ML in Python
Best Python Books for Beginners and Advanced
Scroll down to browse the full Python tutorial catalog ↓
Python timeit with Best Example
Python timeit() is a method that enables programmers to measure the execution time of their programs. In this tutorial, you will know what and how the Python timeit function works …
Heap Implementation Python with Example
This article will explain what is heap implementation in Python. We will learn the difference between max-heap and min-heap and how max-heap and min-heap are used in Python programs. What is …
(Solved) error: pg_config executable not found.
The error: pg_config executable not found. is an error message that is mostly encountered once you are trying to install the psycopg2 Python library, which is used to connect to …
Attempted Relative Import With No Known Parent Package
The ImportError: Attempted Relative Import With No Known Parent Package error occurs in Python when a relative import is attempted from a module that is not part of a package. …
[SOLVED] TypeError: ‘list’ object is not callable in Python
“TypeError: ‘list’ object is not callable” is a python error message that occurs when you try to call a list as if it were a function. Why TypeError: list object …
[SOLVED] TypeError: ‘str’ object does not support item assignment
“TypeError: ‘str’ object does not support item assignment” error message occurs when you try to change individual characters in a string. In python, strings are immutable, which means their values …
Difference Between List and Dictionary in Python
This article explains the difference between lists and dictionaries and when to use each one in Python programming. Python has various in-built data structures that make programming easy and efficient, …
Top Ways To Resolve SSL & TSL Certificate in Python
Python is a popular programming language. It is an object-oriented language used by programmers to build high-performance applications. However, when it comes to security, Python too has issues. For example, …
How To Get User Input in Python With Source Code
In this tutorial we will discuss on How To Get User Input in Python using PyCharm IDE, This article is for the beginners who want’s to learn python programming. The …
Cannot Import Name Markup From jinja2 [SOLVED]
Cannot Import Name Markup From jinja2 error happens because some of Jinja’s internal modules were changed in a recent release. In one line, if you want to fix this error, …
NameError: Name plot_cases_simple Is Not Defined [SOLVED]
NameError: Name plot_cases_simple Is Not Defined error is a generic name error. This plot cases simple is just a placeholder. This can be the name of a function, a variable, …
‘Smote’ Object Has No Attribute ‘fit_sample’ [SOLVED]
‘Smote’ Object Has No Attribute ‘fit_sample’ error happens when fit sample is wrong. Replace fit_sample() use fit_resample() function. In this article, we’ll look at the whole process with a given …
Frequently Asked Questions
Is Python good for BSIT capstone projects?
Yes — Python is excellent for capstones especially when AI, ML, data analysis, or modern web frameworks (Django, Flask, FastAPI) are involved. Many Philippine BSIT panels now favor Python for projects with computer vision, chatbots, or recommendation systems. For pure CRUD systems, PHP + MySQL is still more common locally, but Python's momentum is strong in 2026.
Which Python version should I use?
Use Python 3.12 or newer (3.13 is the current stable as of 2026). Avoid Python 2.x — it's been end-of-life since 2020 and isn't supported by modern libraries. For long-term compatibility, target the most recent stable Python 3.x at the time of your capstone. All tutorials in this hub assume Python 3.10+ syntax.
What's the difference between Python and Django?
Python is the programming language. Django is a web framework written in Python — it gives you ready-made tools for building web apps (URL routing, database ORM, admin interface, authentication). Most BSIT web capstones using Python also use Django because it dramatically speeds up development. Flask is a lighter-weight alternative for smaller projects. Browse our Django Projects for examples.
Should I learn Python with Django or Flask first?
Start with core Python first (1-2 months) — variables, functions, classes, file I/O. Then pick a framework based on your project: Django if you want a full-featured framework with auth, admin, and ORM included (most capstones). Flask if you want minimal scaffolding and more flexibility (microservices, REST APIs). FastAPI if you're building modern REST APIs with automatic OpenAPI docs.
How do I install Python and start coding?
(1) Download Python 3.12+ from python.org — install with "Add to PATH" checked. (2) Install VS Code with the Python extension (free, works on Windows/Mac/Linux). (3) Create a new file
hello.py, write print("Hello World"), save, then run from terminal: python hello.py. That's it — you're coding Python. Use virtual environments (python -m venv venv) for each project to isolate dependencies.What can I build with Python besides web apps?
Python is incredibly versatile: desktop apps (Tkinter, PyQt, Kivy), games (Pygame), AI/ML (TensorFlow, PyTorch, scikit-learn), data science (pandas, NumPy, matplotlib), automation scripts (Selenium, Beautiful Soup, openpyxl for Excel), command-line tools (argparse, click), IoT projects (Raspberry Pi). For capstone ideas, browse Python Projects (250+ examples).