Luminary EdTech Ltd. · Est. 2026

Learn AI. Build the future. From anywhere.

10 expert tracks — from SQL and Python to Machine Learning, Deep Learning, Robotics, and AI. Mastery-based, 1-on-1 AI tutoring that takes you from complete beginner to industry-ready professional.

10
Expert tracks from SQL to AI & Robotics
3×
Faster learning than traditional courses
90%
Mastery standard before advancing
1:1
Personalised AI tutor every session
AI Tutor is live — ask any question in Data Science, Python, SQL, Machine Learning, Deep Learning, or Robotics
Data Science ·
Python Programming ·
Machine Learning ·
Deep Learning ·
Artificial Intelligence ·
SQL & Databases ·
Power BI ·
Robotics ·
Mathematics ·
Statistics & Probability ·
Data Science ·
Python Programming ·
Machine Learning ·
Deep Learning ·
Artificial Intelligence ·
SQL & Databases ·
Power BI ·
Robotics ·
Mathematics ·
Statistics & Probability ·

How Luminary teaches differently

Built on the same mastery-based model that produces 2.6× faster outcomes. Every session starts where you actually are — not where the syllabus assumes.

1

Diagnose before teaching

One targeted question reveals exactly what you know and where the gap is. No wasted time on what you already understand.

2

Guide, never lecture

The tutor asks before it explains. You do the cognitive work — building intuition, not memorising answers.

3

Fix the root gap

Confused by neural networks? The real gap might be in calculus. We find it and fix it before moving on.

4

Prove mastery, then advance

90% clarity before the next level. You never carry a shaky foundation into harder material.

Student Progress
Real mastery metrics — updated every session
Python Fundamentals94%
SQL Queries & Joins87%
Machine Learning72%
Statistics & Probability68%
Minimum 90% required to advance. The AI tutor focuses sessions on the weakest track automatically.

10 tracks. One complete AI career.

From your first SQL query to deploying real AI agents — every track connects into a complete career roadmap.

🧠
→

Deep Learning

Build CNNs, RNNs, and Transformers from scratch. Understand backpropagation and train real neural networks.

TensorFlowPyTorchTransformers
🤖
→

Machine Learning

Master the algorithms that power real-world AI — from regression to ensemble methods and model deployment.

Scikit-learnXGBoostMLOps
📊
→

Data Science

Collect, clean, analyse, and communicate data. Build the full pipeline from raw CSV to business insight.

PandasNumPyEDA
🐍
→

Python Programming

Logic before syntax. From your first function to async programming, OOP, and production-grade Python.

Core PythonOOPAutomation
🗄️
→

SQL & Databases

Query, model, and optimise databases. The language every data career depends on — from basics to window functions.

SQL QueriesJoinsDatabase Design
🦾
→

Robotics

Bring AI into the physical world. Program robots, sensors, and autonomous systems using Python and ROS.

ROSComputer VisionSensors
📈
→

Power BI

Transform raw data into executive dashboards. Master DAX, data modelling, and interactive reports.

DAXPower QueryDashboards
∑
→

Mathematics

The engine under every AI algorithm. Linear algebra, calculus, and discrete mathematics — with real intuition.

Linear AlgebraCalculusDiscrete Math
📐
→

Statistics & Probability

The true foundation of all AI. Distributions, hypothesis testing, and Bayesian thinking — explained with intuition.

DistributionsHypothesis TestingBayes

Your path, your pace.

Three levels per track. Pick where you are — not where you wish you were.

● Beginner
AI Fundamentals
Understand AI from first principles — no jargon, no hype, just clear thinking.
  • What is AI? History & types
  • AI vs ML vs Deep Learning
  • How language models work
  • Prompt engineering basics
  • AI tools for real work
  • Ethics & responsible AI
6 modules · ~16 hrsStart free →
● Intermediate
Building with AI
Use AI APIs to build real intelligent applications from scratch.
  • Working with LLM APIs
  • Advanced prompt engineering
  • RAG — Retrieval Augmented Generation
  • Building AI pipelines
  • Fine-tuning language models
  • AI evaluation techniques
6 modules · ~24 hrsStart free →
● Advanced
AI Agents & Systems
Build autonomous AI agents and deploy production AI systems.
  • AI agent architecture
  • Multi-agent systems
  • Tool use & function calling
  • Memory & planning in agents
  • Production AI deployment
  • Capstone: build an AI agent
6 modules · ~30 hrsUnlock →
● Beginner
ML Foundations
Understand what machine learning is and build your first real models.
  • What is Machine Learning?
  • Supervised vs unsupervised
  • Linear regression from scratch
  • Train/test splits & evaluation
  • Intro to Scikit-learn
  • Your first classification model
6 modules · ~20 hrsStart free →
● Intermediate
Core ML Algorithms
Master the algorithms that power real-world ML systems.
  • Decision trees & Random Forest
  • Support Vector Machines
  • Clustering: K-Means & DBSCAN
  • Feature selection & engineering
  • Cross-validation & GridSearch
  • Model deployment basics
6 modules · ~26 hrsStart free →
● Advanced
Production ML
Build, tune, and deploy ML models that solve real business problems.
  • XGBoost & LightGBM
  • Ensemble methods & stacking
  • Hyperparameter optimisation
  • MLOps & model monitoring
  • A/B testing for ML
  • End-to-end ML capstone
6 modules · ~32 hrsUnlock →
● Beginner
Neural Network Basics
Understand how neural networks learn from first principles.
  • What is a neural network?
  • Activation functions explained
  • Forward propagation
  • Loss functions & gradient descent
  • Backpropagation intuition
  • Build your first network
6 modules · ~20 hrsStart free →
● Intermediate
Deep Learning in Practice
Build CNNs, RNNs, and real deep learning applications.
  • Convolutional Neural Networks
  • Image classification projects
  • Recurrent Neural Networks
  • Transfer learning & fine-tuning
  • TensorFlow & Keras in depth
  • Data augmentation techniques
6 modules · ~28 hrsStart free →
● Advanced
Transformers & GANs
Attention mechanisms, Transformers, GANs, and production deployment.
  • Attention mechanisms explained
  • BERT, GPT architecture
  • Generative Adversarial Networks
  • PyTorch advanced patterns
  • Model compression & deployment
  • Capstone: build a vision system
6 modules · ~34 hrsUnlock →
● Beginner
Python Essentials
Write your first real programs — logic before syntax.
  • Variables, data types & operators
  • Control flow: if/else & loops
  • Functions and scope
  • Lists, tuples, dicts & sets
  • String manipulation
  • Reading and writing files
6 modules · ~15 hrsStart free →
● Intermediate
Python in Practice
OOP, error handling, and working with real APIs.
  • Object-oriented programming
  • Modules, packages & pip
  • Exception handling & debugging
  • Working with JSON & REST APIs
  • List comprehensions & generators
  • Unit testing with pytest
6 modules · ~22 hrsStart free →
● Advanced
Python for AI
Production-quality Python for AI systems and data pipelines.
  • Decorators & metaclasses
  • Async programming with asyncio
  • Data pipelines with Python
  • Web scraping & automation
  • Python for ML & AI
  • Capstone: build an AI tool
6 modules · ~28 hrsUnlock →
● Beginner
SQL Basics
Write your first queries and understand relational databases.
  • What is a database?
  • SELECT, FROM, WHERE
  • Filtering and sorting data
  • Aggregate functions: COUNT, SUM
  • GROUP BY and HAVING
  • Your first real dataset query
6 modules · ~12 hrsStart free →
● Intermediate
SQL for Analysis
Joins, subqueries, and window functions for real analysis work.
  • INNER, LEFT, RIGHT joins
  • Subqueries & CTEs
  • Window functions: RANK, ROW_NUMBER
  • Date & string manipulation
  • Query optimisation basics
  • Real business analytics project
6 modules · ~18 hrsStart free →
● Advanced
Database Engineering
Design, optimise, and manage production databases.
  • Database design & normalisation
  • Indexes & query performance
  • Stored procedures & triggers
  • Transactions & ACID properties
  • SQL for data pipelines
  • Capstone: data warehouse design
6 modules · ~24 hrsUnlock →
● Beginner
Data Foundations
Build the mindset and vocabulary of a data analyst from scratch.
  • What is data? Types & structures
  • Intro to spreadsheets & CSV files
  • Descriptive statistics
  • Reading and making charts
  • Intro to Python for data
  • Your first EDA project
6 modules · ~18 hrsStart free →
● Intermediate
Analysis & Modelling
Extract real insight and build your first predictive models.
  • Data cleaning with Pandas & NumPy
  • Advanced EDA techniques
  • Statistical hypothesis testing
  • Linear & logistic regression
  • Feature engineering
  • Scikit-learn pipelines
6 modules · ~24 hrsStart free →
● Advanced
Production Data Science
Build and deploy production-grade data science solutions.
  • Advanced ML pipelines
  • Time series analysis
  • Natural language processing
  • Model evaluation & tuning
  • MLOps & deployment
  • End-to-end capstone project
6 modules · ~30 hrsUnlock →

Students who finally get it.

Real outcomes from real learners — career changers and professionals building AI careers.

★★★★★

I spent months stuck on Machine Learning before Luminary. The AI tutor found I didn't understand gradient descent — fixed it in one session. Everything clicked after that.

A
Amara D.
Career changer · Machine Learning
★★★★★

My SQL went from basic selects to complex window functions. The tutor explained logic, not just syntax. I was promoted to data analyst within 3 months.

K
Khalid M.
Data Analyst · SQL & Power BI
★★★★★

Zero coding knowledge to building my own AI agent in 6 months. Luminary's mastery approach meant I never moved on until I truly understood each concept.

S
Sara O.
AI Engineer · Python & Deep Learning

Simple, honest pricing.

No hidden fees. Cancel anytime. All 10 tracks included in every plan.

Explorer
$0
Free forever
  • 5 tutoring sessions per month
  • All 10 tracks access
  • Beginner modules only
  • Progress tracking
Get Started Free
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Scholar
$29
per month · cancel anytime
  • Unlimited tutoring sessions
  • All 10 tracks, all 3 levels
  • Deep knowledge gap analysis
  • Personalised learning path
  • Session summaries & recaps
  • Priority AI response time
Start 7-Day Free Trial
Team
$79
per month · up to 5 learners
  • Everything in Scholar
  • Up to 5 learner profiles
  • Manager progress dashboard
  • Weekly learning reports
  • Team skill gap analysis
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Try it right now.

This is the real AI tutor — mastery-based, diagnostic, expert across all 10 tracks. No login required.

1
Diagnose first
The tutor finds where you are before teaching anything.
2
10 tracks, one tutor
Ask about SQL, Python, ML, AI, Deep Learning, or Robotics.
3
Secure backend
Powered by Claude — API key never touches your browser.
✦
Luminary AI Tutor
10 tracks · Beginner to Advanced
Live
Hello! I'm your Luminary tutor — expert across all 10 tracks. Whether you're starting with SQL or building deep learning models, I diagnose first and guide you to genuine mastery. What would you like to learn today?

Ready to build your
AI career?

Start with any of the 10 tracks. Your first 5 sessions are completely free. No card needed.