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Masai Resources · Updated 4 Nov 2026

Learn a field.
Build a project.

Free learning paths, 300+ project ideas, step-by-step build guides and the tools worth using, for every tech and business career.

Popular
550+project ideas
350+free tools
18build guides
11learning paths

A few of the tools covered

Learn

Learning paths

Free resources in order, with the project to build at each stage.

Learning path

AI & ML learning path

Python to LLMs in order, with the project to build at each stage.

Learning path

Data Analytics learning path

Spreadsheets, SQL, statistics and one BI tool, in the order employers test.

Learning path

Product Management learning path

Discovery, prioritisation, specs, metrics and AI product skills.

Learning path

Cybersecurity learning path

Networks, Linux, web security and legal labs, then detection and GRC.

Learning path

Software Development learning path

One language, DSA, full-stack, tests and deployment.

Learning path

Data Structures and Algorithms learning path

Arrays to dynamic programming in order, with a problem plan.

Learning path

Marketing learning path

SEO, analytics, paid, email and AI search visibility, with real campaigns.

Learning path

Finance & Technology learning path

Statements, Excel models, markets, payments and regulation.

Learning path

Entrepreneurship learning path

Customer discovery, MVP, first customers and Startup India basics.

Learning path

Business Management learning path

Finance, operations, data-driven decisions and AI for managers.

New

Vibe coding

Build with AI app builders and coding agents, and learn to check what they write.

Learning path

Vibe Coding learning path

Specs, AI builders, agents, databases and security, in order.

Explainer

What is vibe coding?

The meaning, the research and the incidents, with sources.

Open →
Free tools

Free vibe coding tools

Lovable, Bolt, v0, Replit, Base44 and more, with the real free limits.

See the list →12 tools
About 3 to 5 hours

First app with an AI app builder

Spec, prompt, review and ship an app with Lovable, Bolt or AI Studio.

Step by step →10 steps
Free tools

Free AI coding assistants

Copilot, Antigravity, Cursor, Kiro, Zed and more: what is free in 2026.

See the list →10 tools
About 5 to 8 hours

Build an app with an AI coding agent

Spec, plan and small commits with a free coding agent in VS Code.

Step by step →11 steps
About 2 to 3 hours

Secure a vibe-coded app

A 12-step security pass for AI-built apps, with real tests.

Step by step →12 steps
Free tools

Free LLM APIs and local models

Gemini, OpenRouter, Groq, Cloudflare and Ollama: real limits, and what ended.

See the list →12 tools
Project guide · Vibe coding

Vibe coding projects

36 apps to build with AI, each with a stand-out upgrade.

Open guide →36 ideas
Free tools

Free backends and databases

Supabase, Firebase, Neon, Turso and more, with each free plan's catch.

See the list →10 tools
Free tools

Best MCP servers for coding agents

GitHub, Supabase, Playwright, Context7 and more, with the risks.

See the list →12 tools
Free tools

Free AI coding agents

OpenCode, Cline, Aider, Goose, Codex and more, plus what changed in 2026.

See the list →14 tools
Explained

Concepts explained

Short answers with tested code for the topics students search most.

Explainer

What is recursion?

Base case, call stack and examples, with code in three languages.

Open →
Explainer

HashMap explained

How hashing, buckets and collisions work, with Python, JS and Java.

Open →
Explainer

Dynamic programming explained

Memoization vs tabulation and five solved examples.

Open →
Explainer

Applications of queue

Where queues are used: scheduling, BFS, buffers, with code.

Open →
Explainer

Applications of array

Where arrays are used and the patterns that solve array problems.

Open →
Explainer

Object-oriented programming explained

Classes, objects and the four pillars, with examples.

Open →
Explainer

Java syntax basics

Program structure, types, loops, methods and common errors.

Open →
Explainer

Print in JavaScript

console.log, objects, page output and window.print() explained.

Open →
Explainer

What is prompt engineering?

What works in 2026, myths to drop and sources for every claim.

Open →
Explainer

Best AI tools in 2026, ranked

Live leaderboard rankings plus our best free picks for Indian students.

Open →
Explainer

Best GitHub profiles

16 profiles worth studying and how to build your own README.

Open →
Explainer

SDE full form and levels

What SDE 1, 2 and 3 mean, with real 2026 experience requirements.

Open →
Explainer

MAANG companies explained

The MAANG list, who hires engineers in India and how to prepare.

Open →
Explainer

AI product manager roadmap

The role, the skills employers ask for and a free roadmap.

Open →
Build

Build guides

Follow along and put a real app, bot or dashboard online for free.

About 3 hours

First web app with Cloudflare and Supabase

A React app with sign-in and a database, live on Cloudflare Pages.

Step by step →11 steps
4 to 6 hours

Portfolio website in a day

A fast one-page portfolio on free hosting, with a Lighthouse score.

Step by step →10 steps
About 2 hours

Deploy a Python API free

A FastAPI service with docs and tests, hosted on Render's free tier.

Step by step →10 steps
4 to 6 hours

RAG chatbot with Gemini and Streamlit

A document Q&A chatbot with the free Gemini API and a test set.

Step by step →10 steps
About 2 hours

Live dashboard from a Google Sheet

A shareable dashboard that refreshes from a Google Sheet.

Step by step →10 steps
About 2 hours

Set up GA4 and Search Console

Measurement for any site: GA4, Tag Manager and Search Console.

Step by step →10 steps
About 2 hours

Telegram bot on Cloudflare Workers

A Telegram bot that runs on Cloudflare Workers' free plan.

Step by step →10 steps
5 to 8 hours

Mobile app with Flutter and Supabase

A synced Android app with sign-in and a shareable APK.

Step by step →10 steps
About 2 hours

Host an ML demo for free

A public demo of your model, hosted free on Streamlit.

Step by step →10 steps
Practise

Project ideas

550+ ideas with datasets, steps and upgrades.

Project guide · AI & ML

AI & ML projects

Churn, fraud, recommenders and RAG, each with data and a metric.

Open guide →24 ideas
Project guide · Agentic AI

Agentic AI projects

MCP servers, text-to-SQL and agentic RAG, each with an eval set.

Open guide →19 ideas
Project guide · Analytics

Data analytics projects

SQL, cohorts, A/B tests and dashboards on real datasets.

Open guide →24 ideas
Project guide · Product

PM portfolio projects

Teardowns, funnel audits, AI feature specs and experiments.

Open guide →18 ideas
Project guide · Cybersecurity

Cybersecurity projects

Home-lab projects from Wireshark to a Wazuh SIEM.

Open guide →21 ideas
Project guide · Software

Software projects

Full-stack apps with auth, tests, real-time features and CI.

Open guide →23 ideas
Project guide · Backend

Backend projects

21 API and backend builds: auth, queues, webhooks, rate limits.

Open guide →21 ideas
Project guide · Frontend

Frontend projects

21 HTML, CSS, JS and React builds with accessibility upgrades.

Open guide →21 ideas
Project guide · DevOps

DevOps projects

22 projects across Linux, Docker, CI/CD, Terraform and monitoring.

Open guide →22 ideas
Project guide · CLI

CLI and automation projects

18 weekend command-line tools and automations.

Open guide →18 ideas
Project guide · Python

Python data projects

15 pandas, time-series and scraping projects on real data.

Open guide →15 ideas
Project guide · JavaScript

JavaScript practice projects

19 small test-first builds to get fluent.

Open guide →19 ideas
Project guide · Marketing

Marketing projects

SEO audits, dashboards, email sequences and A/B tests.

Open guide →22 ideas
Project guide · Finance

Finance projects

Financial models, DCF, scorecards and fintech analyses.

Open guide →21 ideas
Project guide · Students

Final-year project ideas

36 ideas across AI, web, security, data and IoT, with viva prep.

Open guide →36 ideas
Project guide · Python

Python projects

32 Python projects for beginners in 2026, from a guessing game to Flask and FastAPI apps, each with a data source and an upgrade, plus tested starter code.

Open guide →32 ideas
Project guide · AI

AI project ideas

40 AI project ideas for 2026, from a spam classifier to RAG apps, agents and fine-tuning, each with a dataset or API and a stand-out upgrade.

Open guide →40 ideas
Project guide · Students

Unique college projects

36 unique project ideas for college students in 2026, from campus tools to social impact and hardware, each with a stack, data source and upgrade.

Open guide →36 ideas
Project guide · Engineering

Design thinking projects

30 design thinking and PBL project ideas for engineering students, with the five stages, what Indian colleges expect, problem sources and a report template.

Open guide →30 ideas
Project guide · Python

Python projects with code

13 Python projects with source code on GitHub for 2026, each checked for licence and recent commits, with what you learn and a change to make.

Open guide →0 ideas
Project guide · Full-stack

Full-stack projects with code

18 full-stack projects with source code on GitHub for 2026 (MERN, Django, Next.js, Spring Boot), each checked for licence and recent commits.

Open guide →0 ideas
Project guide · AI

AI projects with code

15 AI projects with source code on GitHub for 2026: LLM, RAG, agents, vision and ML repos, each checked for licence and recent commits.

Open guide →0 ideas
Source code

Free projects with source code

28 maintained repositories to clone, run and change.

Browse the repositories →30 repos
Tools

Free tools

What each free plan includes and who it suits.

Free tools

Free AI tools for builders

Run, build and test AI projects without paying.

See the list →16 tools
Free tools

AI study and research tools

Study from your own notes and find research papers faster.

See the list →12 tools
Free tools

Free agentic AI tools

Frameworks and tools for building and testing AI agents.

See the list →12 tools
Free tools

Free marketing tools

Measure, email, schedule and design with no budget.

See the list →12 tools
Free tools

Free SEO tools

Check rankings, audit a site and find topics to write about.

See the list →12 tools
Free tools

Free AI image generators

Create images free in the cloud or on your own computer.

See the list →10 tools
Free tools

Free coding tools for students

A zero-cost stack to write, host and deploy code.

See the list →12 tools
Free tools

Free data analytics tools

SQL engines, notebooks and dashboards you can use for free.

See the list →12 tools
Free tools

Free design tools

Design graphics, interfaces and video at no cost.

See the list →12 tools
Free tools

Free AI video tools

Generate, edit and caption video without a subscription.

See the list →12 tools
Free tools

Free AI coding assistants

Copilot, Antigravity, Cursor, Kiro, Zed and more: what is free in 2026.

See the list →10 tools
Free tools

Free datasets for projects

Where to find clean, licensed data for your projects.

See the list →16 tools
Free tools

Free cloud credits and hosting

Credits and always-free tiers to host real projects.

See the list →12 tools
Students

For college students

Final-year ideas, source code, resumes and practice.

Project guide · Students

Final-year project ideas

36 ideas across AI, web, security, data and IoT, with viva prep.

Open guide →36 ideas
Source code

Free projects with source code

28 maintained repositories to clone, run and change.

Browse the repositories →30 repos
Free tools

Free resume builders

ATS-friendly resume makers that do not charge to download.

See the list →10 tools
Free tools

Coding practice websites

Where to practise for interviews, placements and contests.

See the list →12 tools
Free tools

Free productivity tools for students

Notes, tasks and revision tools that cost nothing.

See the list →12 tools
Free tools

YouTube channels to learn from

The channels worth following for code, data and AI.

See the list →18 tools

Join the community

Get updates on new free resources, projects and tools. Sign up once on Masai and you come straight back here, with the community channel waiting.

Join the community

Programmes with admissions open

Live classes, mentors and project work, from Masai and partner institutes.