Build your own LLM
ML Engineers / Data Scientists / Technical Leaders / AI Developers
from 'model selection' to 'deployed applications'.
End-to-End LLM Training & Fine-Tuning
- Select optimal base models and configure training environments.
- Implement PEFT techniques like LoRA and QLoRA for efficient fine-tuning.
- Create custom instruction datasets with quality validation pipelines.
Comprehensive Testing & Safety Validation
- Build automated evaluation frameworks with multiple metrics.
- Conduct red-team testing and safety validation procedures.
- Implement human review loops and acceptance criteria.
Scalable Model Serving & API Development
- Deploy models with vLLM, TGI, or Ollama for optimal performance.
- Implement structured outputs, function calling, and tool integration.
- Set up cost-efficient serving with batching and caching strategies.
Production Monitoring & Governance
- Implement comprehensive observability with drift and cost dashboards.
- Set up automated rollout pipelines with canary deployments.
- Establish governance frameworks for compliance and incident response.
Knowledge-Augmented Model Systems
- Integrate retrieval systems with custom models for grounded responses.
- Implement citation frameworks and hallucination control mechanisms.
- Build hybrid systems combining fine-tuned models with real-time data.
Cost-Efficient Model Scaling & Optimization
- Optimize model inference speed and reduce computational costs.
- Implement quantization, pruning, and distillation techniques.
- Scale model serving with load balancing and auto-scaling strategies.
Don't Miss the AI Revolution!
Marketing Professionals
Sales Professionals
Product Managers
Business Owners
Entrepreneurs
Freelancers
Content Creators
Customer Service
HR & Talent Professionals
Business Leaders
Executives
Developers
Course Content
A complete toolkit for modern web development. Clean, performant, and ready to use.
Orientation, Model Choice & Environment
Pick the right base model and get a runnable baseline.
Data Strategy & Curation (Instruction/Chat)
Build a small, clean instruction dataset with quality gates.
Parameter-Efficient Fine-Tuning (LoRA/QLoRA)
Train adapters for your domain on a single GPU or Colab.
Evaluation, Safety & Red-Teaming
Know if your model is good enough and safe enough.
Serving, Retrieval & Product Integration
Serve your model with an API and (optional) RAG for facts.
Productionization, MLOps & Compliance
Package it for real use with monitoring and a rollback plan.
AI Tools You'll Learn About
25+ AI Tools in Action
ChatGPT - Conversational AI for content creation, ideation, and automation
Grok - Real-time conversational AI assistant from X
Gemini - Google's multimodal AI for advanced search, analysis, and writing
NotebookLM - AI-powered document exploration and insight extraction
Perplexity - AI research assistant with real-time answers and sources
DeepSeek - Code + language AI for research, reasoning, and dev assistance
Claude - Context-rich AI for long-form thinking and structured content
Notion - Productivity platform with AI for notes, summaries, and workflows
Julius - AI analyst for turning spreadsheets into smart dashboards
Midjourney - High-quality AI image generation with creative control
Ideogram - Text-to-image AI for branded visuals and creative design
Sora - OpenAI's image generator with professional quality
Runway - Video editing and generation using AI, including inpainting
Higgsfield - Style-driven AI video generation from minimal inputs
Google Veo - Google's advanced generative video tool for high-fidelity output
KlingAI - AI motion video generator for realistic animation and avatars
Eleven Labs - AI voice generation and cloning with human-like quality
HeyGen - AI video creator with avatars and multi-language lip sync
Loom - AI-enhanced video messaging with summaries and transcriptions
Gamma - AI-based tool to create visually stunning decks and presentations
Make - Visual automation tool to connect apps and streamline business logic
N8N - No-code automation platform to connect apps and streamline workflows
Google AI Studio - Developer tool to build and test with Gemini models via APIs
lovable - Visual no-code builder to create AI tools and interfaces
vapi - Framework for building voice-enabled AI agents and assistants
Become AI Confident!
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FAQs
Who Is This Masterclass For?
What Will I Learn In The Masterclass?
- Generative AI – LLMs, neural networks, and AI-driven prompts
- AI for Business – Practical applications in HR, marketing, finance, and operations
- AI Voice Agents – Building AI-driven sales and customer support solutions
- Interactive Chatbots – Automating conversations with AI-powered bots
- Next-Gen Marketing – AI-generated content and visual storytelling
- Process Automation – Streamlining workflows with AI tools
How Is The Masterclass Structured?
What Resources Will I Receive?
What Is The Duration Of The Masterclass?
How Will This Masterclass Impact My Business Growth?
Will I Have Access To Trainers For Guidance?
What If I Miss A Session?
Will I Get A Certificate?
Do I Need Technical AI Skills To Join?
