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Generative AI & LLM Development Online Live Class by Experts

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Generative AI & LLM Development Online Live Classes in Ballarat | Free Demo Training

Generative AI & LLM Development - Syllabus, Fees & Duration

Introduction to Generative AI

  • What is Generative AI?
  • Applications of Generative AI
  • Evolution of AI Models
  • AI Ethics and Responsible AI

Large Language Models (LLMs)

  • Introduction to LLMs
  • Transformer Architecture
  • Tokens and Embeddings
  • Popular LLMs (GPT, Llama, Gemini, Claude)

Prompt Engineering

  • Prompt Design
  • Few-shot & Zero-shot Prompting
  • Chain of Thought Prompting
  • Role Prompting

Python for AI Development

  • Python Basics
  • Virtual Environment
  • API Integration
  • JSON Handling

OpenAI API Development

  • OpenAI API
  • Chat Completion API
  • Function Calling
  • Streaming Responses

Hugging Face Models

  • Transformers Library
  • Pipelines
  • Model Hub
  • Inference API

LangChain Framework

  • Chains
  • Prompt Templates
  • Memory
  • Agents

Vector Databases

  • Embeddings
  • FAISS
  • ChromaDB
  • Pinecone Basics

Retrieval-Augmented Generation (RAG)

  • Document Loading
  • Chunking
  • Embedding Documents
  • Semantic Search

AI Agents

  • Autonomous AI Agents
  • Tool Calling
  • Task Automation
  • Multi-Agent Systems

Building AI Applications

  • AI Chatbots
  • Document Q&A Systems
  • Content Generation
  • AI Assistants

Deployment

  • Streamlit
  • FastAPI
  • Docker Basics
  • Cloud Deployment

Final Projects

  • AI Customer Support Chatbot
  • PDF Question Answering System
  • AI Resume Analyzer
  • Enterprise Knowledge Assistant

Download Syllabus - Generative AI & LLM Development
This syllabus is not final and can be customized as per needs/updates
   
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Generative AI & LLM Development Jobs in Ballarat

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Generative AI & LLM Development Internship/Course Details

Generative AI & LLM Development internship jobs in Ballarat
Generative AI & LLM Development This hands-on program covers Prompt Engineering, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI Agents, Vector Databases, LangChain, Hugging Face, OpenAI APIs, and AI application deployment. By the end of the program, participants will have the skills required to design, build, and deploy modern AI applications, preparing them for high-demand careers in Generative AI and LLM development in **Ballarat**. The **Generative AI & LLM Development** course in **Ballarat** is designed for students, software developers, IT professionals, and AI enthusiasts who want to build intelligent AI-powered applications using the latest Generative AI technologies. Throughout the course, learners will gain practical experience by developing real-world AI solutions such as AI chatbots, document question-answering systems, AI assistants, content generators, resume analyzers, and workflow automation tools. .

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