Generative AI Fundamentals – LLMs, Prompts & Transformers https://WebToolTip.com Published 10/2026
Created by A Helen Victoria
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 21 Lectures ( 2h 26m ) | Size: 850 MB
A beginner-friendly guide to understanding Generative AI, prompting techniques, LLMs, and Transformer models.
What you'll learn
⚡ Explain the evolution of Artificial Intelligence from Machine Learning to Large Language Models.
⚡ Understand the internal architecture of transformer models
⚡ Design effective prompts using Zero-shot, One-shot, Few-shot, and Chain-of-Thought techniques.
⚡ Generate embeddings using Sentence Transformers.
⚡ Build complete RAG pipelines.
⚡ Understand Supervised Fine-Tuning (SFT)
⚡ Evaluate LLM performance using BLEU, ROUGE, BERTScore, and LLM-as-a-Judge.
Requirements
❗ Basic computer knowledge Basic Python programming (recommended but not mandatory) Internet connection Google account for Google Colab Laptop/Desktop (Windows, Linux, or macOS) No prior experience with Generative AI is required No GPU is required (Google Colab Free will be used) Enthusiasm to build real-world AI applications