I began to hear about artificial intelligence with the boom of ChatGPT and other programs to generate images, text and audio. At that time I already had experience in programming, and I understood how a computer was only a simple…
This article explains the steps to build a machine learning model, including explanations, examples, and Python code that everyone can try to execute and modify as they like. In this article, I will use the following Python libraries to make…
What a random forest is A random forest is an ensemble machine-learning model that combines the output of numerous decision trees trained on input data to make predictions. The theory behind a random forest: how it works Model main parameters…
What a decision tree is A decision tree is a non-parametric supervised machine learning model that predicts outputs by extracting various conditions from the data that an input may or may not meet.This determines the “decisions” that the algorithm makes…
An algorithm is a detailed step-by-step set of instructions aimed at solving a problem. Algorithms are the beating heart of modern computing. Every time you perform a search on the Internet, send an email, watch an online video or shop…
Machine learning is a subfield of artificial intelligence that studies the development of algorithms that can learn patterns from given input data and make predictions based on them. The first machine-learning model, capable of evaluating each checker side’s winning chances,…
The single responsibility principle (SRP) is a computer programming principle that states that a module, a function, or a class should be responsible for only one action. What is the single responsibility principle? As explained in the introduction, The single responsibility principle (SRP) is…
Do you often find yourself spending too much time checking your code without finding what you need? Do you get confused when looking at your programs and do your colleagues have trouble working on your material? If so, it might…
Do you often hear about artificial intelligence in the news and want to learn more about it? Do you find a machine’s ability to learn interesting and would like to understand how an AI works deep down? Are you already…