University of Naples Federico II
23 Courses
University of Naples Federico II
Data-Driven Decision-Making for Agile Organizations
Join this transformative course series to master data-driven decision-making for agile organizations. Designed specifically for managers, team leaders, and decision-makers, this program equips you with essential skills to harness data for rapid and informed decisions, irrespective of the technological tools available.
Throughout the course, you.
University of Naples Federico II
Agile Dashboards for Data-Driven Decision-Making
Join the "Agile Dashboards for Data-Driven Decision-Making" course offered by the University of Naples Federico II through Coursera. This course empowers managers and leaders to build and leverage agile dashboards, providing real-time insights into organizational performance. Dive into crucial performance metrics, financial levers, and.
University of Naples Federico II
Data Science for Agile Decision-Making
Boost your business acumen with the course 'Data Science for Agile Decision-Making' presented by the University of Naples Federico II available on Coursera. This comprehensive course equips you with the skills to utilize data science effectively for more informed, agile decision-making.
Delve into the essentials of data collection, analysis,.
University of Naples Federico II
Explainable AI (XAI)
Explainable AI (XAI)
In an era where Artificial Intelligence (AI) is rapidly transforming high-risk domains like healthcare, finance, and criminal justice, the ability to develop AI systems that are not only accurate but also transparent and trustworthy is critical. The Explainable AI (XAI) Specialization is designed to empower AI professionals.
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.
