Skip to content
1x1labs.ai
    • StudentsGraduate with proof, not just a degree.
    • ProfessionalsBe the one at work who actually knows AI.
    • ExecutivesMake the AI call with confidence.
    • TeamsUpskill the whole team, and measure it.
    • EducatorsTeach what you know. Get paid fairly.
    • Pathfinder roadmapsYour goal in, a week-by-week plan out.
    • Squad ModeStudy rooms with friends, a timer and a mood.
    • Verified CredentialsProof you can do it, checkable in one click.
    • Teach & earnProve a topic, then get paid to teach it.
    • Ask the LibraryAsk anything. Get the exact lesson.
    • Study toolsFlashcards, a notebook and a tutor that remember for you.
    Start hereNot sure where to start?Tell Pathfinder your goal. You'll have a plan in about 2 minutes.Build my roadmap
    • The libraryEvery course, module and topic.
    • AI of the WeekOne development, explained.
    • Executive briefingsTwenty minutes on strategy and risk.
    • Paper ClubOne paper a week, reproduced.
    • Office hoursAMAs, workshops, study halls.
    • Research LabsGuided research, public showcase.
  • Courses

Who it's for

  • StudentsGraduate with proof, not just a degree.
  • ProfessionalsBe the one at work who actually knows AI.
  • ExecutivesMake the AI call with confidence.
  • TeamsUpskill the whole team, and measure it.
  • EducatorsTeach what you know. Get paid fairly.

Platform

  • Pathfinder roadmapsYour goal in, a week-by-week plan out.
  • Squad ModeStudy rooms with friends, a timer and a mood.
  • Verified CredentialsProof you can do it, checkable in one click.
  • Teach & earnProve a topic, then get paid to teach it.
  • Ask the LibraryAsk anything. Get the exact lesson.
  • Study toolsFlashcards, a notebook and a tutor that remember for you.

Resources

  • The libraryEvery course, module and topic.
  • AI of the WeekOne development, explained.
  • Executive briefingsTwenty minutes on strategy and risk.
  • Paper ClubOne paper a week, reproduced.
  • Office hoursAMAs, workshops, study halls.
  • Research LabsGuided research, public showcase.
Sign inGet my roadmap
1x1labs.ai

Learn it. Prove it. Earn from it.

The social learning network for AI. For students, professionals, leaders, teams and the people who teach them.

Who it's for

  • Students
  • Professionals
  • Executives
  • Teams
  • Educators

Platform

  • Pathfinder roadmaps
  • Squad Mode
  • Verified Credentials
  • Teach & earn
  • Ask the Library
  • Study tools
  • Courses
  • Library

Community

  • Wall of Fame
  • Rankings
  • Arena
  • The Café
  • Rewards store
  • Campus Captains
  • The Fellowship
  • Paper Club
  • Office hours

More

  • AI of the Week
  • Executive briefings
  • AI readiness for companies
  • Research Labs
  • Project Board
  • Hire verified talent
  • School challenges
  • Verify a credential
  • Policies
© 2026 1x1labs.ai

Library v1

The 1x1 AI library

567 topics across 11 courses · 107 h hands-on · 161 h in depth

Fundamentals (Python, NumPy, pandas, Maths)

Python Foundations by Building30 topics · 6.1 hNumPy & Linear Algebra by Building17 topics · 2.8 hpandas & EDA by Building15 topics · 2.5 hMaths of Learning by Building14 topics · 2.6 h

EDA

Exploratory Data Analysis by Building (two projects in parallel)72 topics · 13 h

Machine Learning (Supervised + Unsupervised)

Machine Learning Foundations16 topics · 4 hSupervised Learning by Building45 topics · 8.1 hUnsupervised Learning by Building (one technique, two mini projects)30 topics · 4.9 h

AI Tools & Vibe Coding

Part 1 · AI Coding Agents: Claude Code, Copilot, Cursor, Codex8 topics · 1.5 hPart 2 · Build Websites with Lovable (no-code / low-code)7 topics · 1.4 hPart 3 · Build a Full-Stack App with Claude Code (all settings, connectors and tools)8 topics · 1.7 hPart 4 · Build a Mobile App with Vibe Coding (Android and iOS)4 topics · 0.9 h

Deep Learning

Module 1 · Introduction to Deep Learning14 topics · 2.7 hModule 2 · Project 1: Facial Emotion Detection (image classification with CNN)15 topics · 3 hModule 3 · Project 2: Helmet Safety Detection (object detection with YOLO)13 topics · 2.7 hModule 4 · Project 3: Electricity Demand Forecasting (time series with RNN/LSTM)9 topics · 1.7 h

NLP & Transformers

Module 1 · Introduction to NLP9 topics · 2 hModule 2 · Transformers Explained9 topics · 1.5 hModule 3 · Project 1: Banking Customer Query Classifier (fine-tuning BERT)10 topics · 1.8 hModule 4 · Project 2: Smart FAQ Search (semantic search with sentence embeddings)9 topics · 1.5 hModule 5 · Project 3: Customer Chat Summariser (fine-tuning T5 for text generation)9 topics · 1.7 h

LLMs & Generative AI

Module 1 · Introduction to Generative AI and LLMs8 topics · 2 hModule 2 · Prompt Engineering8 topics · 1.8 hModule 3 · Project 1: Customer Support Email Assistant (prompting, structured output, tool calling)9 topics · 1.5 hModule 4 · Project 2: Company Policy Q&A Assistant (RAG — Retrieval-Augmented Generation)13 topics · 2.3 hModule 5 · Project 3: Fine-Tune a Small Open LLM (LoRA / QLoRA)9 topics · 1.7 hModule 6 · Project 4: Marketing Image Generator (diffusion models)7 topics · 1.2 h

Agentic AI

Module 1 · Introduction to AI Agents8 topics · 1.3 hModule 2 · Project 1: Business Operations Agent — Finance and Inventory (single agent with LangGraph)10 topics · 2 hModule 3 · Project 2: Company Tools as an MCP Server (Model Context Protocol)8 topics · 1.8 hModule 4 · Project 3: Agentic RAG Helpdesk7 topics · 1.5 hModule 5 · Project 4: Multi-Agent Customer Support System10 topics · 2.4 h

Voice Agents

Module 1 · Voice Agent Foundations14 topics · 2.7 hModule 2 · Project 1: Inbound Receptionist Agent on Vapi (plug-and-play)10 topics · 1.7 hModule 3 · Project 2: Outbound Calling Agent on Vapi (reminders and lead qualification)6 topics · 1 hModule 4 · Project 3: Build Your Own Voice Agent with LiveKit (web + phone, inbound + outbound)10 topics · 1.7 hModule 5 · Project 4: Production Voice-Agent Platform (your own 'mini-Vapi')12 topics · 2 h

Deployment & LLMOps

Module 1 · Deployment Foundations9 topics · 1.8 hModule 2 · Project 1: Serve AI Models as an API (FastAPI)8 topics · 1.3 hModule 3 · Project 2: Containerise, Deploy to the Cloud and Automate with CI/CD7 topics · 1.2 hModule 4 · Project 3: LLMOps and MLOps — Monitor, Evaluate and Improve the Live App10 topics · 1.7 hModule 5 · Project 4: Production Architecture for GenAI and Agent Systems (capstone)9 topics · 1.5 h

Automation with n8n

Part 1 · n8n Essentials and Settings7 topics · 1.7 hPart 2 · Project: AI Lead-to-Customer Automation (end to end)5 topics · 1.3 h