How to Pick between Traditional AI, Supervised Machine Learning, and Deep Learning [Thoughts]
Devanshartificialintelligencemadesimple.substack.com![Thumbnail of How to Pick between Traditional AI, Supervised Machine Learning, and Deep Learning [Thoughts]](https://substackcdn.com/image/fetch/w_1200,h_600,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%253A%252F%252Fsubstack-post-media.s3.amazonaws.com%252Fpublic%252Fimages%252F4b6f9f18-d052-432b-8d90-3d6937ffe718_548x500.jpeg)
How to Pick between Traditional AI, Supervised Machine Learning, and Deep Learning [Thoughts]
Making LLMs Work For Your Use-Case - Fine-Tuning vs. RAG vs. Long Context Length vs. Prompting
Literally every company is busy trying to understand how LLMs can impact their business positively.
Several have identified multiple use-cases - Some of them LLMs can solve and some need newer ge... See more
Symbolists view learning as the inverse of deduction and take ideas from philosophy, psychology, and logic. Connectionists reverse engineer the brain and are inspired by neuroscience and physics. Evolutionaries simulate evolution on the computer and draw on genetics and evolutionary biology. Bayesians believe learning is a form of probabilistic inf
... See more