AI & LLM Essentials: 20 Core Concepts in 40 Minutes (Video Course) is a concise certification that skips the buzzwords and builds practical fluency across the AI stack,from tokens and attention to RAG, context design, agents, and optimization.
By mastering these essentials, you'll gain increased productivity, improved decision-making, competitive advantage, adaptability and growth, and higher income potential,so you can build, deploy, and decide with speed, accuracy, and lower cost.
Enroll now to turn 40 focused minutes into confident, job-ready AI capability.
This certification covers the following topics:
- Large Language Models (LLMs): The Prediction Engine
- Tokenization and Embeddings (Vectors)
- Attention Mechanism and Transformer Architecture
- Prompting and Few-Shot Prompting
- Context Windows, Summarization, and Context Engineering
- Retrieval-Augmented Generation (RAG)
- Vector Databases and Semantic Search
- Fine-Tuning and Reinforcement Learning with Human Feedback (RLHF)
- Chain of Thought (CoT) and Reasoning Models
- AI Agents: From Answers to Actions
- Distillation and Quantization for Efficient Inference
- Multimodal Models and Small Language Models (SLMs)
