Viscioletti

Prompt Stash: Your Vault For Great Prompts

web-development

In this post I would to introduce you to a new one-page web app I built: Prompt Stash.

Federico Viscioletti

Lo Stregatto E SearchGPT: A Match Made In Wonderland

Con questo post inauguro la rubrica di YouTube digest, in cui prendo le live più interessanti che ho visto nelle scorse settimane e cerco di sintetizzare i concetti più…

Federico Viscioletti

IBM Q2 2024 Earnings Call Summary

stocks

The IBM Q2 2024 earnings call reported strong financial results, demonstrating solid revenue growth, increased profitability, and significant cash-flow generation. Below are…

Federico Viscioletti

I am loving Gradio, discover it with me

I discovered Gradio by reading a book regarding Kaggle competition, that by the way I totally recommend for whoever wants to improve their skills as a data scientist.

Federico Viscioletti

Come scegliere il miglior metodo per codificare variabili categoriali

ai

data-science

python

ovvero non usare one-hot encoding dappertutto.

Federico Viscioletti

Autonomous Vehicles and Us: Love/Hate Story

ai

self-driving-cars

Autonomous vehicles have transitioned from being a off vision, to an approaching reality thanks to the integration of AI technology. These self driving cars hold the promise…

Federico Viscioletti

Love this Guide to Learning to Rank: RankNet, LambdaRank, and ListNet Explained

ai

data-science

python

Hey there, data enthusiasts! we’re diving into the fascinating world of Learning to Rank (LTR) methods—a crucial machine learning tool in the realm of information retrieval.…

Federico Viscioletti

AI Made Easy: Decision Trees for Data Science Success

In the world of Data Science and AI, it’s exciting to discover that sometimes even simple algorithms can help make sense of complex datasets. Imagine a world where you make…

Federico Viscioletti

How to Handle Missing Data in Machine Learning (Part 2)

ai

data-science

In this part, I’ll walk you through a practical example about how to handle missing data using a dataset with missing values. I will show different imputation techniques and…

Federico Viscioletti

How to Handle Missing Data in Machine Learning (Part 1)

ai

data-science

In the world of data science, missing data is a common issue that can impact the performance of machine learning models. In data scientist job interviews, I often ask…

Federico Viscioletti

3 Proven Real-World Data Science Strategies for Success

ai

data-science

python

As a data scientist, I’ve faced many challenges throughout the years. While working on various projects, I’ve learned some key strategies through trial and error. They have…

Federico Viscioletti

Customer Reviews Forensics: An Approach To Stunning Expert Insights

ai

aws

data-science

python

In a competitive market understanding customer reviews is crucial for enhancing product offerings and customer satisfaction. This article outlines an analysis of user…

Federico Viscioletti

PrivateGPT sur AWS : La Nouvelle Ère de la Sécurité Documentaire des LLM

ai

aws

data-science

python

Depuis l’introduction des Large Language Models, j’ai été intrigué à l’idée d’expérimenter avec et j’étais préoccupé par leur intégration potentielle dans les processus de…

Federico Viscioletti

Potenzia i Tuoi Progetti: Costruisci il Futuro con PromptGPT e ChatGPT—Una Rivoluzione nello Sviluppo di Applicazioni

ai

web-development

Questo articolo esplora come ho trasformato un’idea in un’app web in un solo giorno, utilizzando HTML, CSS e JavaScript. Scopri come ChatGPT semplifica la creazione di app…

Federico Viscioletti

How Amazon Bedrock improved speed in LLM testing

ai

aws

python

This article is about Amazon Bedrock and its value proposition in the LLM arena. Using this tool, I tested different LLMs for a text classification task.

Federico Viscioletti

Empower Your Projects: Building the Future with ChatGPT’s PromptGPT—A Breakthrough in App Development

ai

web-development

This article explores how I turned an idea into a web app in one day, using HTML, CSS, and JavaScript. Discover how ChatGPT streamlines making web apps, making easier web…

Federico Viscioletti

Elevate Data Analysis: The Ultimate Pandas Guide to Conditional Columns

data-science

python

In this article, discover an easy Pandas trick: Create conditional columns. You can create new columns in your DataFrame using this trick. Conditions applied to existing…

Federico Viscioletti

How to handle pull requests in git and GitHub

data-science

git

python

Software development is changing. Mastering pull requests in Git and GitHub is like learning diplomacy in coding. This article starts aims to explain the details of this…

Federico Viscioletti

Peak Performance Modeling: Harnessing Bagging and Boosting for Superior Results

ai

data-science

python

In the world of machine learning, two key ensemble techniques stand out. They can improve model performance. They are: bagging and boosting. But how do you decide which one…

Federico Viscioletti

Decision Trees in a Nutshell: A ‘Statistics in Pills’ Perspective

ai

data-science

Welcome to “Statistics in Pills.” We simplify complex machine learning concepts into bite-sized, easy-to-understand insights. Today’s topic is the fascinating Decision Trees…

Federico Viscioletti

Decoding Neural Networks: AI’s Fascinating Mimicry of the Human Brain

ai

data-science

Welcome to “Statistics in Pills.” This series explains complex data science and machine learning concepts. Today, we’re diving into the intriguing world of Neural Networks.…

Federico Viscioletti

Python Analysis Made Easy: ChatGPT’s Noteable Plugin VS Code Interpreter

ai

Jupyter Notebooks are important for data science. They help with analyzing, visualizing, and developing algorithms. Data scientists need to manage notebooks well to explore…

Federico Viscioletti

How to Choose the Best Categorical Encoding Method

data-science

python

aka do not one-hot encode everything.

Federico Viscioletti

Data Science Teamwork Made Easy with Git: A Step-by-Step Guide

git

In this article I will go through the steps to successfully work as a team on a shared project by using git.

Federico Viscioletti

Code Snippets: Python - The Magic Of The get() Method And Default Argument Unveiled

python

In this article, we will discover how to use Python get() method and how to give a default value, if the key is not present in the dictionary.

Federico Viscioletti

PrivateGPT on AWS: The New Era of LLMs Document Security

ai

python

Since the introduction of the Large Language Models I have been intrigued to experiment with them and I was concerned about their potential introduction in the company’s…

Federico Viscioletti

Code Snippets: Python - How to sort dictionary values

python

In this blog post, we will explore two methods to sort dictionary values, demonstrating their implementation and usage.

Federico Viscioletti

Code Snippets: Python - If statements with multiple conditions

python

Sometimes when writing a Python script we have to deal with if statements where multiple conditions need to verified at the same time.

Federico Viscioletti

Code Snippets: Python - How to merge two dictionaries

python

I want to inaugurate a column in which to make available small snippets of code that are quick and easy to use,

Federico Viscioletti

Code Snippets: Python - Come unire due dizionari

python

Voglio inaugurare una rubrica in cui mettere a disposizione piccoli frammenti di codice facili e veloci da usare, che nel lavoro quotidiano sono risultati molto utili.

Federico Viscioletti

Quale corso di laurea in Scienze Statistiche scegliere?

Quando arriva il momento di scegliere il corso di laurea più adatto al proprio percorso spesso può risultare davvero difficile. Quali competenze occorre acquisire per…

Federico Viscioletti

Data mining: di cosa si tratta, come funziona, alcuni esempi e software di riferimento

python

Con Data Mining, termine inglese traducibile con estrazione di dati, si intende tutta quella serie di tecniche e di algoritmi che permettono di estrarre informazioni…

Federico Viscioletti

Présentation de SAS Base

base-sas

Dans cette introduction à SAS Base, nous allons commencer à explorer le monde SAS, en commençant par le bloc de construction fondamental: le langage de programmation.

Federico Viscioletti

Conditional statements in SAS Base

base-sas

After getting familiar with the rudiments of Base SAS, in this article we will deal with how to handle conditional statements.

Federico Viscioletti

Introduction to Base SAS

base-sas

In this introduction to Base SAS Base we will begin to explore the world of SAS, starting with the fundamental building block: the programming language.

Federico Viscioletti

Le istruzioni condizionali in SAS Base

base-sas

Dopo aver preso dimestichezza con i primi rudimenti di SAS Base, in questo articolo ci occuperemo di come gestire le istruzioni condizionali.

Federico Viscioletti

Introduzione a SAS Base

In questa introduzione a SAS Base inizieremo ad esplorare il mondo SAS, partendo dal mattone fondamentale: il linguaggio di programmazione.

Federico Viscioletti