For those who don’t know it yet ,Akinator is a computer game and mobile app created by French Company: Elokence. Akinator’s goal is to guess a real or fictional characters. To guess the character the player is thinking, Akinator asks a series of questions and the player can answer with…

Utilizing NLP and ML Techniques to Assess Candidate Fit for Job Roles — This topic will be divided into two sections due to its length. The first section will focus on understanding the data, exploring the types of values present, analyzing the distribution and correlation. It will also include a data cleaning phase to ensure the quality of the information. On the other…

Esta sección es un ejemplo sencillo de la sección: Aprendizaje no supervisado. Recomiendo leer primero la teoría antes de pasar a esta sección. Cuando tienes datos sin etiquetas, puedes utilizar el clustering de K-Means, una forma de aprendizaje no supervisado (es decir, datos sin categorías o grupos definidos). El objetivo…

Este artículo se basa en el libro “Introduction to Machine Learning with Python A Guide for Data Scientists” de Andreas C. Müller y Sarah Guido (capítulo 2). ¿Qué es el Aprendizaje Supervisado? Básicamente, el Aprendizaje Supervisado consiste en encontrar una función que pueda predecir los valores de entrada, por supuesto, después de datos de entrenamiento…

En el emocionante mundo del Aprendizaje Automático, construir un modelo que funcione excepcionalmente bien con tus datos de entrenamiento puede ser un logro emocionante. Sin embargo, la verdadera prueba de un modelo de aprendizaje automático radica en su capacidad para realizar predicciones precisas en nuevos datos no vistos. …

Bootstrapping, hypothesis testing, and confidence intervals with Python. — Recently at work, I was tasked with constructing a confidence interval for specific data. These intervals play a crucial role in providing us with an estimate of uncertainty surrounding key statistics, such as the mean or median. …

Dive into a Pyspark Exercise — PySpark is the Python interface for Apache Spark, a powerful open-source distributed data processing engine. Apache Spark has become one of the most popular tools in the data processing world due to its ability to handle large volumes of data efficiently and at scale. PySpark serves as the Python interface…

Association Rules Mining — In the world of data analysis, Association Rules stand as an essential tool for uncovering valuable patterns in large datasets. Whether you’re exploring market trends, optimizing marketing strategies, or enhancing recommendation systems, association rules are your guiding light. In this blog, we’ll take a closer look at this data mining…

In the digital age, cloud computing has become a fundamental part of the technological infrastructure for many businesses and organizations. Two of the major players in this field are Microsoft Azure and Amazon Web Services (AWS). In this article, we will explore Azure to help you make an informed decision…