Explore the transformative realm of Large Language Models (LLMs) with five recommended courses. From DeepLearning AI’s hands-on bootcamp to Coursera’s Generative AI basics, Databricks’ crash course on AI fundamentals, Hugging Face’s NLP insights, to Cohere’s LLM University, these courses cater to all levels, demystifying LLMs for AI enthusiasts.
5 Free Courses On Large Language Models
In the transformative landscape of Artificial Intelligence (AI), 2023 witnessed a significant upheaval with the emergence of Large Language Models (LLMs). This wave brought about a plethora of new techniques, tools, and vendors, perplexing even seasoned AI and machine learning experts who struggled to grasp the potential and identify the most suitable resources.
5 Free Courses On Large Language Models
As the community delves into the exploration of LLMs, here are five courses that provide comprehensive insights into these language models.
1. Full Stack LLM Bootcamp
Offered by DeepLearning AI and personally endorsed by AI luminary Andrej Karpathy, this two-day program aligns with current best practices and research outcomes. Originally conducted as an in-person boot camp in San Francisco, the recorded lectures are now available for free. Aimed at empowering generative AI developers, the course guides regular Python coders in building applications around language models with speed and confidence, deviating from traditional methods to configure APIs within an hour.
2. Generative AI with Large Language Models
This free Coursera course serves as an AI 101, covering both basics and practical aspects essential for a profound comprehension of generative AI models. Instructed by Antje Barth, Shelbee Eigenbrode, Mike Chambers, and Chris Fregly, the course dissects the latest research and showcases how companies actively leverage LLMs in their applications.
3. Generative AI Fundamentals
Databricks, a leading software company, has played a significant role in shaping the language model landscape. Aside from developing and open-sourcing its own language models, the company offers free on-demand knowledge sessions elucidating the fundamentals of generative AI. Presented in a four-part video series, the crash course not only explores the potential applications of large language models but also addresses the associated risks and challenges.
4. Hugging Face NLP Course
Hugging Face has been a prominent platform hosting a multitude of large language models, including those from major tech companies like Meta’s LLaMA. Their NLP course provides essential skills for understanding NLP concepts and language models simultaneously. Described as a backstage pass to the generative AI party, the course is a valuable resource for enthusiasts seeking to navigate the Hugging Face environment.
Cohere’s LLM University offers an immersive exploration of Natural Language Processing (NLP) techniques. Covering semantic search, generation, classification, and embeddings, this platform caters to individuals at all skill levels. Whether you’re a beginner or an experienced professional, LLM University provides a holistic learning experience with a blend of theoretical knowledge and hands-on exercises, honing your skills in the realm of Large Language Models.
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