Foundations

Master the LLM
Foundation

This chapter's journey: from the history behind LLMs down to the exact computation that turns tokens into next-token probabilities.

11Core modules
BeginnerLevel
100%Hands-on
AI Training

Build AI skills that stick

Practical, role-specific AI training programs that equip your workforce with the skills to work confidently alongside AI — from prompt engineering to agent development.

Foundations

LLM Foundation

This chapter's journey: from the history behind LLMs down to the exact computation that turns tokens into next-token probabilities.

  • AI Brief History
  • LLM Overview
  • Transformer Architecture
  • Tokenization
  • Embedding
  • Position Encoding
  • Multi-Head Self Attention
  • Layer Normalization
  • Feed-Forward Network
  • Prediction Heads
  • Output Probabilities
Engineering

LLM Advance

From aligning base models to reasoning systems in production — supervised fine-tuning, LoRA and parameter-efficient methods, reinforcement learning, decoding strategies, optimization, and evaluation.

  • Supervised Fine-Tuning
  • LoRA & Parameter-Efficient Fine-Tuning
  • Reinforcement Learning
  • Text Generation — Decoding Methods
  • Model Optimization
  • LLM Evaluation
  • LLM Hallucination
  • LLM Safety and Responsible AI
Agents

Agentic AI Foundation

From what makes an AI system "agentic" to the memory, skills, and protocols that let agents act, remember, and talk to each other.

  • Introduction to Agentic AI
  • Agentic Memory System
  • Agent Skills
  • MCP (Model Context Protocol)
  • A2A (Agent-to-Agent Protocol)
AI Systems

Agentic AI Advance

From the harness that lets an agent act, to retrieval, design patterns, benchmarks, multi-agent coordination, development frameworks, and the interfaces that connect it all.

  • Agentic Harness
  • RAG
  • Agent Design Pattern
  • Agentic Environments & Benchmarks
  • Multi-Agent Systems
  • Agent Development Frameworks
  • Agentic UI Frameworks
AI Consulting

AI transformation, end to end

From initial discovery to full-scale deployment, our seasoned AI consultants partner with your team at every stage of the transformation journey.

Enterprise AI

AI Brain Transforming

We integrate and deploy AI intelligence directly into your business — whether on-premise with local models or in the cloud — turning your existing data and workflows into a smart, self-improving AI brain.

  • Knowledge base integration
  • Workflow automation
  • Local & cloud models
  • Continuous learning
Strategy

AI Strategy & Roadmap

We help you define a clear AI vision, prioritize high-impact use cases, and build a phased roadmap with measurable milestones tied to business outcomes.

  • AI maturity assessment
  • Use case prioritization
  • Phased roadmap
  • ROI modeling
Change Management

AI Change Management

We guide your organization through the human side of AI adoption — building buy-in, establishing governance, and ensuring sustainable AI culture across all levels.

  • Stakeholder alignment
  • AI governance
  • Adoption framework
  • Culture & mindset
Education

Future-proof the next generation

Hands-on programs designed to build computational thinking, AI literacy, and real-world skills — from curious kids to ambitious students.

Computer ScienceAges 12–15

CS for Kids

A fun, project-based introduction to computer science — kids learn logic, problem-solving, and coding fundamentals through games, animations, and interactive challenges.

  • What is a Computer?
  • Binary Language
  • Bit, Byte & Data
  • Logic Gates
  • Hardware Overview
  • Memory & Storage
  • Data Flow
  • Basic Operating System
  • First Algorithm
AI LiteracyAges 12–15

AI Foundation for Kids

An age-appropriate introduction to artificial intelligence — kids discover how AI works, where it appears in everyday life, and how to use it responsibly and creatively.

  • What is AI?
  • Machine learning basics
  • AI in daily life
  • Responsible AI
AI ProgramAges 15–18

AI Foundation & Advanced

A comprehensive AI curriculum for students — covering foundations through advanced topics including neural networks, prompt engineering, and building real AI-powered applications.

  • Python & data basics
  • Neural networks
  • Prompt engineering
  • Capstone project