by Joche Ojeda | Dec 9, 2023 | A.I
History of the Perceptron in Machine Learning Early Beginnings: The Conceptualization (1950s) Frank Rosenblatt and the Birth of the Perceptron (1957-1958) The perceptron was invented by Frank Rosenblatt while he was at the Cornell Aeronautical Laboratory. Inspired by...
by Joche Ojeda | Dec 7, 2023 | A.I
Neural Networks: An Overview Neural networks are a cornerstone of artificial intelligence (AI), simulating the way human brains analyze and process information. They consist of interconnected nodes, mirroring the structure of neurons in the brain, and are employed to...
by Joche Ojeda | Dec 6, 2023 | A.I
Decision Trees and Naive Bayes Classifiers Decision Trees Overview: Decision trees are a type of supervised learning algorithm used for classification and regression tasks. They work by breaking down a dataset into smaller subsets while at the same time developing an...
by Joche Ojeda | Dec 5, 2023 | A.I
Brief History and Early Use Cases of Machine Learning Machine learning began shaping in the mid-20th century, with Alan Turing’s 1950 paper “Computing Machinery and Intelligence” introducing the concept of machines learning like humans. This period...
by Joche Ojeda | Dec 4, 2023 | A.I
Understanding AI, AGI, ML, and Language Models Artificial Intelligence (AI) is a broad field in computer science concerned with building smart machines capable of performing tasks that typically require human intelligence. AI encompasses various subfields, including...
