A new YouTube video from Tech With Mala breaks down the complex world of artificial intelligence (AI), machine learning (ML), deep learning, and generative AI, with a special focus on Transformer architecture—the technology behind popular language models like ChatGPT and Gemini.
The video, titled "Understand AI, ML & Generative AI | Transformer Architecture Explained," aims to make these concepts accessible to beginners and those preparing for AI/ML interviews. It covers the evolution of AI, the problems generative AI solves, and the inner workings of Transformer models.
Key topics include:
- What is AI, ML, deep learning, and generative AI?
- The history of AI in simple terms
- Introduction to Transformer architecture
- How the attention mechanism works
- The difference between encoders and decoders
- How models like GPT operate
The video emphasizes that Transformers are the backbone of modern AI systems, making them essential knowledge for anyone building LLM or RAG applications, or learning about natural language processing (NLP).