JScript AI with LLMs Certificate for Andreea Vasilescu
Certificate ID:
806711
Authentication Code:
46cd5
Certified Person Name:
Andreea Vasilescu
Trainer Name:
Gunnar Bless
Duration Days:
3
Duration Hours:
21
Course Name:
JScript AI with LLMs
Course Date:
23 April 2025 10:00 to 25 April 2025 17:00
Course Outline:
- JavaScript for AI
- Overview of the landscape
- Comparison with Python
- Introduction to Large Language Models (LLMs)
- Overview of models such as GPT, Mistral, Claude, and other LLMs
- Understanding text, vision, audio, and multimodal models
- Prompt Engineering & Model selection
- Integrating AI Models into JavaScript Apps
- Working with APIs and External Libraries
- Local LLMs
- Replicate
- Retrieval Augmented Generation (RAG)
- Basics of RAG
- Understanding embeddings and vector databases. Semantic Search
- Open-Source RAG Tools: Llama Index, Embedchain, Langchain
- Vectore Stores: Pinecone, ChromaDB
- Model Fine-Tuning
- Building Complex AI Applications
- Advanced Prompt Engineering
- AI Function Calling
- Langchain Toolkits
- Autonomous agents. Langgraph
- Exemplary Huggingface.js
- Rapid AI with GenAIScript
- Security and Performance Aspects
- Projects:
- Text Summarization Tool
- Meeting Minutes Generator
- AI-Powered Database Search
- Text Comparison Tool