Generative AI & Large Language Models

Master the future of AI with hands-on training in GPT, BERT, DALL路E, and cutting-edge generative technologies

馃 GPT Models 馃 Transformer Architecture 馃帹 DALL路E 馃摑 Natural Language Processing

Course Overview

Dive deep into the revolutionary world of Generative AI and Large Language Models. This comprehensive course covers everything from foundational concepts to advanced implementations of modern AI systems.

Hands-on Projects

Build real-world AI applications using state-of-the-art models and frameworks.

Industry Tools

Master OpenAI API, Hugging Face, LangChain, and other cutting-edge platforms.

Career Growth

Position yourself for high-demand AI roles with average salaries of $150K+.

Certification

Earn industry-recognized certification in Generative AI and LLMs.

Course Details
  • Duration: 12 Weeks
  • Format: Online/Hybrid
  • Level: Intermediate to Advanced
  • Prerequisites: Python, Basic ML
  • Projects: 5+ Real-world Applications
  • Certification: Industry Recognized

Technologies You'll Master

OpenAI GPT

GPT-3.5, GPT-4, and API integration

Transformers

BERT, T5, and custom transformer models

DALL路E & Midjourney

Image generation and AI art creation

LangChain

Building complex AI applications

Course Curriculum

Module 1: Foundations of Generative AI

  • Introduction to Generative AI
  • History and Evolution of LLMs
  • Understanding Neural Networks
  • Transformer Architecture Deep Dive

Module 2: Large Language Models

  • GPT Family (GPT-3, GPT-4, ChatGPT)
  • BERT and its Variants
  • T5 and Text-to-Text Transfer
  • Model Fine-tuning Techniques

Module 3: Prompt Engineering

  • Effective Prompt Design
  • Few-shot and Zero-shot Learning
  • Chain-of-Thought Prompting
  • Advanced Prompting Strategies

Module 4: Multimodal AI

  • DALL路E and Image Generation
  • CLIP and Vision-Language Models
  • Audio Generation (Whisper, MusicLM)
  • Video Generation Technologies

Module 5: Building AI Applications

  • OpenAI API Integration
  • LangChain Framework
  • Vector Databases (Pinecone, Weaviate)
  • RAG (Retrieval Augmented Generation)

Module 6: Ethics & Deployment

  • AI Ethics and Bias Mitigation
  • Model Deployment Strategies
  • Scaling AI Applications
  • Future of Generative AI

Career Opportunities

AI Engineer

Average Salary: $140K - $180K

ML Research Scientist

Average Salary: $160K - $220K

AI Product Manager

Average Salary: $150K - $200K