Python to LLMs in order, with the project to build at each stage.
7 stages: Python to Deploy Spreadsheets, SQL, statistics and one BI tool, in the order employers test.
6 stages: Spreadsheets to AI-assisted Discovery, prioritisation, specs, metrics and AI product skills.
7 stages: Basics to AI products Networks, Linux, web security and legal labs, then detection and GRC.
6 stages: Networks and Linux to Cloud and GRC One language, DSA, full-stack, tests and deployment.
7 stages: One language to Deploy and design Arrays to dynamic programming in order, with a problem plan.
7 stages: Language to Graphs and heaps Specs, AI builders, agents, databases and security, in order.
7 stages: Read code to Ship SEO, analytics, paid, email and AI search visibility, with real campaigns.
7 stages: Fundamentals to Experiments Statements, Excel models, markets, payments and regulation.
6 stages: Accounting to Regulation Customer discovery, MVP, first customers and Startup India basics.
6 stages: Problem to Funding and legal Finance, operations, data-driven decisions and AI for managers.
6 stages: Business basics to AI for managers Project guide · AI & ML
Churn, fraud, recommenders and RAG, each with data and a metric.
Open guide → 24 ideas
Project guide · Agentic AI
MCP servers, text-to-SQL and agentic RAG, each with an eval set.
Open guide → 19 ideas
Project guide · Analytics
SQL, cohorts, A/B tests and dashboards on real datasets.
Open guide → 24 ideas
Project guide · Product
Teardowns, funnel audits, AI feature specs and experiments.
Open guide → 18 ideas
Project guide · Cybersecurity
Home-lab projects from Wireshark to a Wazuh SIEM.
Open guide → 21 ideas
Project guide · Software
Full-stack apps with auth, tests, real-time features and CI.
Open guide → 23 ideas
Project guide · Backend
21 API and backend builds: auth, queues, webhooks, rate limits.
Open guide → 21 ideas
Project guide · Frontend
21 HTML, CSS, JS and React builds with accessibility upgrades.
Open guide → 21 ideas
Project guide · DevOps
22 projects across Linux, Docker, CI/CD, Terraform and monitoring.
Open guide → 22 ideas
Project guide · CLI
18 weekend command-line tools and automations.
Open guide → 18 ideas
Project guide · Python
15 pandas, time-series and scraping projects on real data.
Open guide → 15 ideas
Project guide · JavaScript
19 small test-first builds to get fluent.
Open guide → 19 ideas
Project guide · Marketing
SEO audits, dashboards, email sequences and A/B tests.
Open guide → 22 ideas
Project guide · Finance
Financial models, DCF, scorecards and fintech analyses.
Open guide → 21 ideas
Project guide · Students
36 ideas across AI, web, security, data and IoT, with viva prep.
Open guide → 36 ideas
Project guide · Vibe coding
36 apps to build with AI, each with a stand-out upgrade.
Open guide → 36 ideas
Project guide · Founders
24 small products to build and test with real users.
Open guide → 24 ideas
Project guide · Python
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
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
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
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
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
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
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
A React app with sign-in and a database, live on Cloudflare Pages.
Step by step → 11 steps
A fast one-page portfolio on free hosting, with a Lighthouse score.
Step by step → 10 steps
A FastAPI service with docs and tests, hosted on Render's free tier.
Step by step → 10 steps
A document Q&A chatbot with the free Gemini API and a test set.
Step by step → 10 steps
A shareable dashboard that refreshes from a Google Sheet.
Step by step → 10 steps
Measurement for any site: GA4, Tag Manager and Search Console.
Step by step → 10 steps
A Telegram bot that runs on Cloudflare Workers' free plan.
Step by step → 10 steps
A synced Android app with sign-in and a shareable APK.
Step by step → 10 steps
A public demo of your model, hosted free on Streamlit.
Step by step → 10 steps
Spec, prompt, review and ship an app with Lovable, Bolt or AI Studio.
Step by step → 10 steps
Move an AI prototype to your own repo, database, domain and alerts.
Step by step → 11 steps
Spec, plan and small commits with a free coding agent in VS Code.
Step by step → 11 steps
A template and tests for the rules file many coding agents read.
Step by step → 9 steps
Context7, Playwright and read-only Supabase MCP with safe settings.
Step by step → 10 steps
About 45 to 60 minutes (plus model download time) Ollama and Cline on your laptop: no key, no limits, no internet.
Step by step → 10 steps
Expo, an AI agent and your own phone: build, test and know store costs.
Step by step → 10 steps
A 12-step security pass for AI-built apps, with real tests.
Step by step → 12 steps
A calm routine for AI debugging loops: checkpoint, test, reset.
Step by step → 9 steps
Supabase, Firebase, Neon, Turso and more, with each free plan's catch.
See the list → 10 tools
Vercel, Cloudflare, Netlify and more: what is still free to host in 2026.
See the list → 8 tools
Sign-in, email, payments and alerts for AI-built apps, on free plans.
See the list → 14 tools
Lovable, Bolt, v0, Replit, Base44 and more, with the real free limits.
See the list → 12 tools
shadcn/ui, daisyUI, HeroUI, icons, fonts and photos with licences.
See the list → 12 tools
GitHub, Supabase, Playwright, Context7 and more, with the risks.
See the list → 12 tools
AGENTS.md, Spec Kit, Kiro specs and prompting guides for AI coding.
See the list → 12 tools
Vite and Next.js starters with Supabase, plus Open SaaS.
See the list → 7 tools
Vitest, Playwright, secret scanners, Semgrep and more for AI-written code.
See the list → 16 tools
OpenCode, Cline, Aider, Goose, Codex and more, plus what changed in 2026.
See the list → 14 tools
Gemini, OpenRouter, Groq, Cloudflare and Ollama: real limits, and what ended.
See the list → 12 tools
Courses, official guides and videos to learn AI-assisted building.
See the list → 16 tools
Run, build and test AI projects without paying.
See the list → 16 tools
Study from your own notes and find research papers faster.
See the list → 12 tools
Frameworks and tools for building and testing AI agents.
See the list → 12 tools
Measure, email, schedule and design with no budget.
See the list → 12 tools
Check rankings, audit a site and find topics to write about.
See the list → 12 tools
Create images free in the cloud or on your own computer.
See the list → 10 tools
A zero-cost stack to write, host and deploy code.
See the list → 12 tools
SQL engines, notebooks and dashboards you can use for free.
See the list → 12 tools
Design graphics, interfaces and video at no cost.
See the list → 12 tools
Generate, edit and caption video without a subscription.
See the list → 12 tools
Copilot, Antigravity, Cursor, Kiro, Zed and more: what is free in 2026.
See the list → 10 tools
Where to practise for interviews, placements and contests.
See the list → 12 tools
Where to find clean, licensed data for your projects.
See the list → 16 tools
The channels worth following for code, data and AI.
See the list → 18 tools
ATS-friendly resume makers that do not charge to download.
See the list → 10 tools
Credits and always-free tiers to host real projects.
See the list → 12 tools
Notes, tasks and revision tools that cost nothing.
See the list → 12 tools
+14 Free certifications Free certificates from Google, Microsoft, IBM and others.
See the list → 18 tools