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Alfredo Deza
Adjunct Assistant Professor in the Pratt School of Engineering
Duke University
Courses - English
Advanced Data Engineering
Beginning Llamafile for Local Large Language Models (LLMs)
Data Engineering with Rust
Databricks to Local LLMs
DevOps, DataOps, MLOps
End to End LLMs with Azure
Foundations of Local Large Language models
GenAI and LLMs on AWS
Introduction to FastAPI framework
Introduction to Flask framework
Introduction to Generative AI
Introduction to GitHub Actions
Introduction to Retrieval Augmented Generation (RAG)
Linux and Bash for Data Engineering
MLOps Platforms: Amazon SageMaker and Azure ML
MLOps Tools: MLflow and Hugging Face
Open Source LLMOps Solutions
Operationalizing LLMs on Azure
Python Essentials for MLOps
Python Scripting
Python and Pandas for Data Engineering
Python and Rust with Linux Command Line Tools
Rust Fundamentals
Rust for DevOps
Rust for Large Language Model Operations (LLMOps)
Scripting with Python and SQL for Data Engineering
Setup Python
Web Applications and Command-Line Tools for Data Engineering
Web Scraping with Python
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