Linear Probability Model: Definition, Examples & Limitations
Learn what the Linear Probability Model (LPM) is, with definitions, examples, and key limitations to understand binary outcome predictions.
Scikit-learn: A Beginner’s Guide to Machine Learning in Python
Learn everything about Scikit-learn, the powerful Python machine-learning library. Explore tutorials and comparisons to master ML with Scikit-learn.
Cómo instalar TensorFlow en Ubuntu 20.04
TensorFlow, una biblioteca de software de aprendizaje automático de código abierto, se utiliza para entrenar redes neurales. Cada nodo, expresado en forma de [gráficos de flujo de datos con…
How To Build a Machine Learning Classifier in Python with Scikit-learn
Machine learning is a research field in computer science, artificial intelligence, and statistics. The focus of machine learning is to train algorithms to learn patterns and make predictions from data. Machine learning is especially valuable because it lets us use computers to…
5 Genetic Algorithm Applications Using PyGAD
Explore five real-world ways to use genetic algorithms with PyGAD, from solving puzzles to training AI models.
How To Build a Neural Network to Recognize Handwritten Digits with TensorFlow
Neural networks are used as a method of deep learning, one of the many subfields of artificial intelligence. They were first proposed around 70 years ago, as an attempt at simulating the way the human brain works, though in a much more simplified form. Individual ‘neurons’ are…
How To Apply Computer Vision to Build an Emotion-Based Dog Filter in Python 3
In this tutorial, you will explore computer vision as you use pre-trained models to build a Snapchat-esque dog filter and apply masks based on whether you’re happy or sad.
Cómo instalar la distribución Anaconda de Python en Ubuntu 20.04
Anaconda es un gestor de paquetes de código abierto, un gestor de entornos y distribución de los lenguajes de programación Python y R. Se utiliza generalmente para la ciencia de datos, el aprendizaje automático, el procesamiento de datos a gran escala, la informática…
How To Install the Anaconda Python Distribution on Ubuntu 20.04
This tutorial will guide you through installing the Python 3 version of Anaconda on an Ubuntu 20.04 server. Anaconda is an open-source package manager, environment manager, and distribution of the Python and R programming languages. It is commonly used for data science, machine learning, large-scale data processing, scientific computing, and predictive analytics.
Como Construir uma Rede Neural para Reconhecer Dígitos Manuscritos com o TensorFlow
Redes neurais são usadas como um método de deep learning ou aprendizado profundo, um dos vários subcampos da inteligência artificial. Elas foram propostas pela primeira vez há cerca de 70 anos como uma tentativa de simular a maneira como o cérebro humano funciona, embora de uma…
