Alfredo Deza

Senior Content Engineer
Duke University

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Databricks to Local LLMs (Coursera) Coursera
Duke University

Databricks to Local LLMs (Coursera)

Data Science

Unlock the full potential of your data projects by mastering Databricks for advanced data engineering and analytics tasks. Dive into deploying and running local Large Language Models (LLMs) like Mixtral, Hugging Face's Candle, and Mozilla's llamafile. This course is designed to provide you with a deep understanding of both powerful data science tools and the latest advancements in AI models.

Sep 14th 2026
4 Weeks
ML Artificial Intelligence Machine Learning
Details
Scripting with Python and SQL for Data Engineering (edX) EdX
AI (Pragmatic AI Labs)

Scripting with Python and SQL for Data Engineering (edX)

Computer Science

Dive into the world of data engineering with this comprehensive course on Scripting with Python and SQL. Learn how to efficiently extract, transform, and load (ETL) data using Python and SQL scripting techniques. This course is part of a broader specialization designed to equip you with essential skills in Python, Bash, and SQL for effective data handling.

Self Paced
Self-Paced
Python SQL Scripting
Details
Beginning Llamafile (edX) EdX
AI (Pragmatic AI Labs)

Beginning Llamafile (edX)

Computer Science

Embark on a journey to transform how you interact with powerful language models by learning to deploy them as practical, scalable web APIs using llama.cpp servers. Our course will guide you through setting up private and efficient API services that keep your data safe from cloud latency and fees. Learn the ins and outs of local processing and gain the skills needed to harness the full potential of AI without compromising on privacy or performance.

Self Paced
Self-Paced
Llamafile Generative AI Fundamentals Professional Certificate Cosmopolitan Libc
Details
End to End LLM with Azure (edX) EdX
AI (Pragmatic AI Labs)

End to End LLM with Azure (edX)

Computer Science

Dive into the world of Large Language Models (LLMs) and harness their power with 'End to End LLM with Azure'. This course will guide you through building and deploying sophisticated language model applications using Microsoft's Azure platform. From architectural patterns to automation, this course covers everything you need to know to effectively leverage LLMs in your projects.

Self Paced
Self-Paced
Azure Large Language Models LLMs
Details
Small Language Models (edX) EdX
AI (Pragmatic AI Labs)

Small Language Models (edX)

Computer Science

Explore the world of Small Language Models (SLMs) and learn how to create powerful, privacy-preserving NLP solutions. This course will guide you through developing effective applications for chatbots, text classification, summarization, and more, using cutting-edge techniques in natural language processing.

Self Paced
Self-Paced
Artificial Intelligence NLP AI
Details
Introduction to LLM Vulnerabilities (edX) EdX
AI (Pragmatic AI Labs)

Introduction to LLM Vulnerabilities (edX)

Computer Science

Dive into the world of Large Language Models (LLMs) and understand the critical security risks they pose. This course will equip you with the knowledge and skills needed to identify potential vulnerabilities in LLMs, such as model theft, prompt injection attacks, and sensitive information disclosure. By the end of this course, you'll be able to implement effective strategies to protect your applications and ensure their safety.

Self Paced
Self-Paced
Security Vulnerability Attack Vectors
Details
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