LLM (Large Language Model) Courses and Certifications

Fred Hutchinson Cancer Center

AI for Efficient Programming: Harnessing the Power of LLMs

This course on Artificial Intelligence (AI) for software development explores the use of AI large language models such as ChatGPT, Bard, and others and their potential benefits and challenges. Through examples and hands-on activities, you will develop an…

• Coursera
• 12 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Understanding and Applying Text Embeddings

32 ratings at Coursera

The Vertex AI Text-Embeddings API enhances the process of generating text embeddings. These text embeddings, which are numerical representations of text, play a pivotal role in many tasks involving the identification of similar items, like Google searche…

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

James Briggs

Open Source LLM - Falcon 40B Chatbot in LangChain

1 review

Learn to use Falcon 40B, the top-performing open-source Large Language Model, with Hugging Face Transformers and LangChain to create chatbots. Offered by James Briggs.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Prodramp

Bringing LLM to the Enterprise - Training From Scratch or Just Fine-Tune With Cerebras-GPT

Learn to utilize open-source LLMs for enterprise with Prodramp's under 1-hour training, covering Cerebras-GPT introduction, compute optimization, and fine-tuning strategies.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Matt Wolfe

ChatGPT vs. Bard vs. Claude 2 - Which Is Best?

Explore AI tools like ChatGPT, Bard, and Claude 2 in a short, comprehensive comparison by Matt Wolfe, covering cost, token limit, creativity, and more.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

LangChain for LLM Application Development

DeepLearning.AI offers a 1-hour course on using the LangChain framework for language model application development, covering topics like models, prompts, parsers, and more.

• Independent
• 1 hour
• On-Demand
• Free Online Course

Large Language Models with Semantic Search

DeepLearning.AI offers a 1-hour course on leveraging large language models for semantic search, covering dense retrieval, reranking, and hands-on practice with large data sets.

• Independent
• 1 hour
• On-Demand
• Free Online Course

Data Science Dojo

Large Language Models Simplified

Learn to build AI applications using Large Language Models in less than an hour with Data Science Dojo. Explore prompt engineering, augmented LLMs, and gain a toolkit of resources.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Sam Witteveen

PaLM2 from Scratch

Learn about PaLM 2 models, their improvements, and usage from Sam Witteveen. This less than 1-hour material covers Vertex AI and code generation.

• YouTube
• 17 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

OpenAssistant First Models Are Here! - Open-Source ChatGPT

Explore open-source ChatGPT models with Yannic Kilcher in under an hour. Ideal for those interested in AI and chatbot development.

• YouTube
• 17 minutes
• On-Demand
• Free Online Course

James Briggs

Generative AI and Long-Term Memory for LLMs

Explore the future of technology with Generative AI and Long-Term Memory for LLMs. In less than an hour, learn about Generative Question-Answering and retrieval augmentation with James Briggs.

• YouTube
• 16 minutes
• On-Demand
• Free Online Course

James Briggs

Extractive Q&A With Haystack and FastAPI in Python

Learn to build an extractive Q&A stack using Haystack, embedded within a FastAPI instance in Python, in less than an hour with James Briggs.

• YouTube
• 18 minutes
• On-Demand
• Free Online Course

Sam Witteveen

Fine-Tuning LLMs with PEFT and LoRA

Learn to fine-tune decoder style GPT models using PEFT and LoRA in less than an hour with Sam Witteveen. Includes a code walkthrough and uploading to HuggingFace Hub.

• YouTube
• 16 minutes
• On-Demand
• Free Online Course

Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

Learn to develop with large language models in this 2-3 hour OpenAI tutorial, covering GPT API basics, vector databases, AI research, and creating your own tools.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Online Course

Data Science Dojo

Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application

Data Science Dojo offers a 40-hour bootcamp on building custom applications using Large Language Models, covering topics like embeddings, vector databases, and prompt engineering. No prior AI knowledge needed.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course