Your trusted resource for downloadable source code, complete capstone projects with ER diagrams and Chapter 1-5 documentation, AI-ready capstones (RAG, ChatGPT, computer vision), and step-by-step tutorials in PHP, Python, Java, JavaScript, and more. Built by working developers, tested before publishing, and updated for 2026.
📅 Updated weekly | ✅ Code tested before publishing | 👨💻 Built by PIES IT Solutions developers
The fastest-growing capstone category in 2026. Capstones that panels approve faster — AI agents, RAG, real-time computer vision. Build the kind of capstone employers actually look for on resumes.
Free AI capstones with full source code — RAG document Q&A, ChatGPT API apps, local LLMs, computer vision, NLP. The umbrella hub for modern AI capstones.
46 Python computer vision capstones — face detection, hand tracking, pose estimation, document scanning. Real-time on CPU, no GPU required.
23 algorithm-level ML capstones — CNN, classification, recommendation systems, computer vision foundations.
Working source code, ER diagrams, and step-by-step setup for the languages BSIT panels recognize. Every project tested before publishing.
319 free PHP + MySQL capstones — school, hotel, hospital, e-commerce, inventory, payroll. Each includes ERD and setup instructions.
296 Visual Basic .NET Windows Forms capstones — the dominant Philippine BSIT panel stack. Hotel, POS, Hospital, Payroll, Inventory.
250 Python capstones — Tkinter desktop, Django web, Pygame games, OpenCV vision, ML and AI integration.
127 Java capstones — NetBeans + MySQL desktop applications. Hotel, Library, Hospital, POS, ATM, School systems.
111 Django web management systems — modern Python full-stack capstones. School, e-commerce, hospital, banking, transport.
74 Laravel PHP MVC capstones — School, E-commerce, Hospital, POS, Inventory, Banking. Modern PHP for production-quality defense.
58 C# + SQL Server Windows Forms projects and reference snippets — DataGridView, ListView, ComboBox patterns plus management systems.
55 vanilla JavaScript, Vue.js, and Node.js projects — browser games, calculators, CRUD demos, Vue SPAs.
The Chapter 1-5 documentation, UML diagrams, database designs, and foundation language resources every BSIT student needs to pass capstone defense.
302 free ER, DFD, Use Case, Class, Activity, Sequence, Component, and Deployment diagrams for capstone Chapter 3.
145 capstone idea lists and Chapter 1-5 thesis documentation templates for BSIT, BSCS, and engineering students.
35 ER diagrams and SQL schemas — Hospital, Library, POS, Inventory, Salon, Clinic, Restaurant, Resort.
132 foundational C and C++ mini-projects — console games, mini management systems, OOP patterns. Perfect for 1st-2nd year coursework.
Learn the language first, then ship a capstone. Free tutorials with working examples.
599 JavaScript and Node.js language tutorials — syntax, features, frameworks, debugging.
150+ Python tutorials covering OOP, file I/O, web scraping, async, and library usage (pandas, numpy, matplotlib).
Modern TypeScript tutorials covering types, generics, and integration with React/Node.
Beginner-to-intermediate PHP tutorials with practical examples for capstone use.
The most comprehensive Python & JavaScript error reference on the open web. 10 cross-linked hubs covering TypeError, ModuleNotFoundError, AttributeError, ValueError, ImportError, NameError, RuntimeError, SyntaxError, ReferenceError, and HTTP errors. Each post explains the root cause and gives 2–4 alternative fixes.
220+ Python & JavaScript TypeError fixes — NoneType, not callable, cannot read property.
198+ Python import error fixes — pip install, virtualenv, TensorFlow, PyTorch, Flask, Django.
173+ "object has no attribute X" fixes — NoneType, pandas, NumPy, sklearn, Selenium.
100+ pandas, NumPy, sklearn, TensorFlow ValueError fixes.
67+ "cannot import name X from Y" version-conflict fixes — Flask, Werkzeug, ML libraries.
49+ Python "name X is not defined" fixes — numpy, pandas, Jupyter, Python 2→3 migration.
49+ PyTorch CUDA, asyncio, Flask context, mutation-during-iteration fixes.
48+ Python & JavaScript parsing errors — EOF, EOL, unexpected token, import.meta.
34+ JavaScript "X is not defined" fixes — Node ESM, SSR, React, browser globals.
35+ HTTP 4xx and 5xx status code explanations — 403, 404, 429, 500, 502, 504.
The “attributeerror: module tensorflow has no attribute set_random_seed“ is an error message that occurs mainly because of incompatible versions. But you don’t have to worry because it has simple solutions. However, if …
The error attributeerror: module ‘matplotlib’ has no attribute ‘plot’ is a Python error that occurs when we attempt to access the plot() function from the matplotlib module. In this article, …
In this tutorial, we will explain to you the step by step process on how to solve the module ‘pexpect’ has no attribute ‘timeout’. Why does this error occurs and …
This error message Attributeerror: dict object has no attribute has_key is telling you that you are trying to use the has_key method on a dictionary object. However, that method is …
In this tutorial, you will learn about Linspace Python. It is also known as a library for creating numeric sequences (np.linspace) start. This is similar to numpy.arrange() function but the …
The “AttributeError: ‘list’ object has no attribute ‘shape’” is a Python error message that occurs when you try to access the “shape” attribute of a list object. In this article, …
It’s understandable to be frustrated when you encounter errors like attributeerror: module ‘scipy’ has no attribute ‘stats’ when you’re working on a Python project. But don’t worry, as in this article …
The “attributeerror: module ‘numpy’ has no attribute ‘float’“ is an error message in Python while you are using numpy. It occurs when you are trying to use the float method …
In this article, we will discuss the step-by-step process on how to convert numpy files to text files in Python, we will learn in this in our tutorial with the …
Python is known for its useful functions, and one of them is fromtimestamp(). Now, this tutorial is all about discovering and understanding how the Python fromtimestamp function works with examples. …
In this tutorial, you will learn about the Python chr() method with the help of examples. We’ll discuss also the differences between chr() and ord() functions in Python. What is …
In this article, we will deal with the error attributeerror: ‘dict’ object has no attribute ‘read’. We will look for solutions and discuss what is this error all about. Let’s …
In this article, we will discuss this error in a detailed way and also provide solutions on how to solve the attributeerror: nonetype object has no attribute group. Why the …