PinnedAndrea D'AgostinoinTowards Data ScienceBeyond RAG: Network Analysis through LLMs for Knowledge ExtractionEnd-to-end data science project using Streamlit, Upstash, and OpenAI to build better knowledge navigation and comprehension using network…Feb 242Feb 242
PinnedAndrea D'AgostinoinTowards AICreate a Chatbot in Python with LangChain and RAGLearn to create a Chatbot in Python with LangChain and RAG, a technique that allows you to improve the quality of the response of LLMs…Nov 30, 20234Nov 30, 20234
PinnedAndrea D'AgostinoinTowards Data ScienceExploratory Data Analysis in Python — A Step-by-Step ProcessWhat is exploratory analysis, how it is structured and how to apply it in Python with the help of Pandas and other data analysis and…Jul 7, 20222Jul 7, 20222
Andrea D'AgostinoinTowards Data ScienceFeature Engineering Techniques for Numerical Variables in PythonLearn the most useful feature engineering techniques to convert numerical values into useful information for your predictive model using…Sep 241Sep 241
Andrea D'AgostinoinTowards Data ScienceGuiding an LLM’s Response to Create Structured OutputLearn how to structure a language model’s response to ensure that the response format is respected, such as JSONJun 21Jun 21
Andrea D'AgostinoinAI AdvancesAlgorithms and data structures for data science in Python — Part 1A comprehensive list of useful algorithms and data structures to know for technical interviews and with practical applications in the…Apr 273Apr 273
Andrea D'AgostinoinTowards Data ScienceExtract any entity from text with GLiNERGLiNER is an NER model that can identify any type of entity using a bidirectional transformer encoder (similar to BERT) that outperforms…Mar 246Mar 246
Andrea D'AgostinoinTowards AIHow to use LLMs locally with ollama and PythonThis article will walk you through using ollama, a command line tool that allows you to download, explore and use Large Language Models…Mar 13Mar 13
Andrea D'AgostinoWhat is ChatGPT — A Technical Deep Dive and Usage TipsWhat is ChatGPT, its genesis and the description of its functioning from a technical point of view. Challenges related to the use of LLMs…Dec 21, 2023Dec 21, 2023
Andrea D'AgostinoIntroduction to Generative AI and its ApplicationsWhat is generative AI and why is it redefining the boundaries of the possible through technologies that allow machines not only to learn…Nov 14, 20231Nov 14, 20231
