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
  • 10 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
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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. You get 10 free tutoring sessions every month. No card needed.