University of Naples Federico II
19 Courses
University of Naples Federico II
Explainable Machine Learning (XAI)
Explainable Machine Learning (XAI)
Explainable Machine Learning (XAI)
As Artificial Intelligence (AI) becomes integrated into high-risk domains like healthcare, finance, and criminal justice, it is critical that those responsible for building these systems think outside the black box and develop systems that are not only accurate, but also trans.
University of Naples Federico II
Developing Explainable AI (XAI)
Developing Explainable AI (XAI)
As Artificial Intelligence (AI) becomes integrated into high-risk domains like healthcare, finance, and criminal justice, it is critical that those responsible for building these systems think outside the black box and develop systems that are not only accurate, but also transparent and trustworthy.
This course pro.
University of Naples Federico II
Interpretable Machine Learning
Interpretable Machine Learning
As Artificial Intelligence (AI) becomes integrated into high-risk domains like healthcare, finance, and criminal justice, it is critical that those responsible for building these systems think outside the black box and develop systems that are not only accurate, but also transparent and trustworthy. This course is a.
University of Naples Federico II
Introduction to Retrieval Augmented Generation (RAG)
Introduction to Retrieval Augmented Generation (RAG)
Introduction to Retrieval Augmented Generation (RAG)
In this 2-hour project-based course, you will learn how to import data into Pandas, create embeddings with SentenceTransformers, and build a retrieval augmented generation (RAG) system with your data, Qdrant, and an LLM like Llamafile or Open.
University of Naples Federico II
GenAI Basics - How LLMs Work
GenAI Basics - How LLMs Work
Course: GenAI Basics - How LLMs Work
Description: This one-hour course is designed for nontechnical audiences to grasp how GenAI models are trained. You will learn the basics of the data science process through an interactive demo that requires no software installation or downloads.
University: University of Naples.
University of Naples Federico II
Foundations of Local Large Language models
Course Title: Foundations of Local Large Language Models
Description: By the end of this course, learners will have a solid understanding of Large Language Models running locally. You'll be able to set up a local environment using powerful tools to run different LLMs and interact with them both with a web interface as well as APIs. You will expl.
University of Naples Federico II
Applied Python Data Engineering
Applied Python Data Engineering
Learn how to use data engineering to leverage big data for business strategy, data analysis, or machine learning and AI. By completing this course series, you'll empower yourself with the knowledge and proficiency required to build efficient data pipelines, manage cutting-edge platforms like Hadoop, Spar.
Coursera Specialization
Paid Course
University of Naples Federico II
Operationalizing LLMs on Azure
Operationalizing LLMs on Azure
This course is designed for individuals at both an intermediate and beginner level, including data scientists, AI enthusiasts, and professionals seeking to harness the power of Azure for Large Language Models (LLMs). Tailored for those with foundational programming experience and familiarity with Azure basics, this.
Coursera
Free Online Course (Audit)
10 hours
On-Demand
University of Naples Federico II
Java Programming: Build a Recommendation System
Java Programming: Build a Recommendation System
Ever wonder how Netflix decides what movies to recommend for you? Or how Amazon suggests books? Get hands-on experience by building a simplified recommender system of your own!
In this capstone project, you will demonstrate your problem-solving abilities and Java programming skills by developing.
University of Naples Federico II
Brain Machine Interfaces
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Brain Machine Interfaces Course | University of Naples Federico II
Embark on an insightful journey into the field of neuroscience with the Brain Machine Interfaces course, proudly brought to you by the University of Naples Federico II and provided by World Science U. This course falls under the categories of Neuroscience Courses and Biolog.
World Science U
Free Online Course
On-Demand