Large Language Models

via edX Professional Certificate

Overview

Explore the transformative world of Large Language Models (LLMs) with our comprehensive program designed to catapult your career into the future of technology. Embark on a journey through the cutting-edge landscape where applications like ChatGPT are revolutionizing industries, and the demand for specialists in LLM-based applications is surging. This educational pathway, offered by edX Professional Certificate, is your gateway to mastering the craft of building production-ready applications using the most advanced natural language processing (NLP) frameworks available.

Benefit from an immersive learning experience led by industry pioneers and esteemed scholars, including Matei Zaharia of Databricks and UC Berkeley. Our curriculum is enriched with insights from professionals who have shaped the big data landscape through contributions to Apache Spark, MLflow, Delta, and Dolly. Engage with dynamic lectures, practical demonstrations, and hands-on projects that will guide you in developing and deploying LLM applications tailored for real-world use.

Begin with a comprehensive overview of how to swiftly incorporate LLMs into various applications, learn the intricacies of customizing open-source models, and delve into the essentials of LLMOps for efficient model deployment. You'll also gain proficiency in assessing the performance and fairness of LLMs.

Advance your expertise by understanding the evolution from LSTMs to Transformers, exploring seminal models such as BERT, GPT, and T5, and uncovering the innovations behind the technology that powers ChatGPT.

Upon concluding this program, you'll emerge with robust, production-ready LLM workflows, positioned to excel as an LLM developer, data scientist, or engineer. You'll be fully prepared to tackle complex challenges in natural language processing and innovate within the field.

For those interested in auditing the program, access to individual course audits is available through their respective pages. This program sits at the intersection of several key areas of study including LLM (Large Language Model) Courses, BERT Courses, and LoRA (Low-Rank Adaptation) Courses, marking a pivotal step in your professional journey.