From Novice to Expert: A Comprehensive Step-by-Step Study Plan for Mastering LLMs
Last Updated on May 18, 2023 by Editorial Team
Author(s): Youssef Hosni
Originally published on Towards AI.
Table of Contents:
Mastering Large Language Models (LLMs) is a compelling endeavor in the realm of Natural Language Processing (NLP). Whether you’re new to the field or have some experience, this article presents a step-by-step study plan to guide you from a novice to an expert in LLMs.
The journey begins with understanding NLP basics, covering essential concepts, techniques, and algorithms. We then delve into deep learning for NLP, exploring the architecture and training of neural networks for text processing.
Next, we explore Transformers and Self Attention, which have revolutionized NLP and empowered LLMs. We examine their applications and how they capture contextual relationships in… Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI