Learn to code, query data, and ship AI for business
Four learning tracks in one platform — browser IDEs, ChatGPT and Colab labs, real datasets and PDFs, quizzes, and progress that stays with you.
Code foundations
Python syntax, SQL queries, and browser IDEs — practice without installing a stack.
AI systems
Prompting, Groq APIs, LangChain chatbots with tools, and multi-agent workflows.
Business pathway
4-day MBA track: analytics, Power BI & prompts, LangChain chatbots, and Colab RAG.
40+
Modules
230+
Lessons
4
Tracks
Pick your path
Learning tracks
Four tracks: Python for Data Science, SQL & Databases, Agentic AI engineering, and MBA: AI for Business Analytics — each with live practice built in. Only published tracks are listed below.
Beginner friendlyPython for Data Science
Start from zero and build toward data science. Covers syntax, data structures, functions, files, NumPy, Pandas, visualization, statistics & EDA, then a full capstone project.
- ✓Run Python in your browser
- ✓18 modules from syntax through NumPy, Pandas, and a capstone project
- ✓Practice with quizzes and exercises
Some Python helpfulAgentic AI
Learn how LLMs work, master prompt engineering, and build your own chatbots and AI agents using the Groq API — testing everything live inside the platform.
- ✓Test AI chatbots in the browser
- ✓8 modules from LLM basics to a customer support agent project
- ✓Practice with real Groq API workflows
Recommended first: Python for Data Science
Beginner friendlySQL & Databases
Learn relational databases, every category of SQL command, and progressive query skills from SELECT through joins, aggregates, subqueries, and common table expressions.
- ✓Run SQL in your browser with SQLite
- ✓9 modules from database basics through CTEs
- ✓Practice on Northwind — the classic sample business database
MBA / executive friendlyMBA: AI for Business Analytics
Day-wise pathway — Excel analysis and Power Pivot, Power BI dashboards with prompt engineering, Groq/LangChain chatbots with tools, then RAG over company docs and AI-powered data analysis.
- ✓Day 1: Excel labs + Power Pivot retail dashboard
- ✓Day 2: Power BI labs + prompt tasks + Financial Sample capstone
- ✓Day 3–4: Streaming tool agents, then RAG knowledge desks + LLM analysis
Why learners stay engaged
Code and data skills in one platform
Start with the live Python pathway — lessons, quizzes, and practice in the browser. Additional tracks unlock when your college publishes them.
Read beside a Python IDE, SQL console, Groq playground, or Colab cell guide — no tool-switching.
18 published modules from basics through NumPy, Pandas, visualization, EDA, and a capstone — with more tracks coming soon.
Lesson challenges, browser IDEs, and standalone Python Basics & Algorithms practice with instant feedback.
Hands-on exercises in every topic, plus downloadable datasets when you unlock upcoming analytics pathways.
Quizzes, checklists, and dashboards sync when you sign in — pick up exactly where you left off.
Topic locking, practice premium unlocks, and admin-managed college enrollments keep cohorts on track.
Learning flow
Learn in a simple loop: read, run, check, build
The same loop works across coding tracks and the MBA pathway — so managers and builders share one practice habit.
Learn the concept
Clear explanations, visuals, and business framing — from Python basics to MBA decision labs.
Practice immediately
Run code in-browser, copy ChatGPT prompts, upload datasets, or paste Colab cells with Groq.
Check understanding
Quizzes and activity checklists confirm the skill before you move to the next topic.
Ship real outcomes
Capstones include LangChain chatbots with tools, RAG knowledge desks, SQL projects, and AI agents.
What you will build
Practical outcomes across code, data, and business AI
Use the arrows to explore skills from Python and SQL through LangChain chatbots and RAG knowledge desks.
Outcome 1
Python programs
Go from your first script to reusable functions and structured programs — variables, control flow, collections, and modules with a browser IDE in every topic.
- Practice syntax directly in the browser IDE
- Build small scripts before the Python capstone
- Learn patterns used in real Python codebases
Start a track today. Ship a lab this week.
Open Python or SQL for foundations, Agentic AI for builders, or the MBA pathway for analytics, LangChain chatbots, and RAG Colab labs — practice is already in the lesson.
Also available: SQL & Databases · Free to start