Our Courses
Discover our comprehensive machine learning and AI courses designed to advance your skills through hands-on learning.
Agentic Design Patterns
Master the art of building intelligent, autonomous systems that can reason, plan, and act independently. This comprehensive course covers everything from basic agent architectures to complex multi-agent systems.
What's Included:
- • 12 weeks of structured learning
- • Interactive lectures and live Q&A sessions
- • Hands-on coding exercises and projects
- • Access to course materials and resources
- • Community support and expert guidance
Based on: "Agentic Design Patterns: Hands-On with Intelligent Systems" by Antonio Gullí
Build LLM from Scratch
Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! Master the complete process from initial design and creation, to pretraining on a general corpus, and fine-tuning for specific tasks.
What You'll Learn:
- • Plan and code all the parts of an LLM
- • Prepare datasets suitable for LLM training
- • Fine-tune LLMs for text classification
- • Use human feedback to ensure instruction following
- • Load pretrained weights into an LLM
Based on: "Build a Large Language Model (From Scratch)" by Sebastian Raschka
AI Content Creation Pipeline
Master the complete AI-powered content creation workflow from concept to final video. Learn to use ChatGPT, Midjourney, Photoshop, video generation tools, and professional editing software in a seamless pipeline.
Pipeline Workflow:
- • Moodboard creation with AI-powered inspiration
- • Image generation using ChatGPT + Midjourney
- • Professional image editing in Photoshop
- • Video creation with Veo 3 and Hailu AI
- • Advanced editing with After Effects & DaVinci Resolve
Duration: 10 weeks • Tools Covered: 8+ Professional Applications
Natural Language Processing
Dive deep into language models, transformers, and modern NLP techniques. Build applications that understand and generate human language.
What You'll Learn:
- • Text preprocessing and tokenization
- • Transformer architectures and attention
- • Large language model fine-tuning
- • Sentiment analysis and text classification
- • Building conversational AI systems
Duration: 14 weeks
Model Context Protocol (MCP)
Learn to build powerful AI applications using Anthropic's Model Context Protocol. Master server creation, tool integration, and seamless AI workflows.
What You'll Learn:
- • MCP architecture and protocol fundamentals
- • Building MCP servers and clients
- • Tool integration and resource management
- • Real-time data access and processing
- • Production deployment strategies
Duration: 8 weeks
SLM & FineTuning
Master Small Language Models (SLMs) and advanced fine-tuning techniques. Learn to create efficient, specialized models for specific tasks and domains.
What You'll Learn:
- • Small language model architectures
- • Parameter-efficient fine-tuning (PEFT)
- • LoRA and QLoRA techniques
- • Domain-specific model adaptation
- • Model compression and optimization
Duration: 12 weeks
Why Our Courses Work
Project-Based Learning
Every concept is reinforced through hands-on projects that mirror real-world challenges.
Expert Guidance
Learn from industry practitioners who bring real experience to every lesson.
Career Ready
Build a portfolio of projects that demonstrate your skills to potential employers.