The Best Algorithm to Start with Machine Learning

A good start point for Machine Learning is Linear Regression. By studying the Linear Regression algorithm, you will learn: Supervised LearningLoss FunctionsLoss Functions minimizationRegularization These concepts are not exclusive to Linear Regression. They apply to other learning algorithms as well. By creating and deploying Linear Regression models, you acquire engineering skills that are common to … Continue reading The Best Algorithm to Start with Machine Learning

What are Machine Learning Tasks? (part 2)

Machine Learning is a set of computational techniques that allows us to extract patterns from data. In other words, these algorithms can learn the information contained in datasets like tabular data, text, images, or even videos. However, there is no universal algorithm capable of learning every pattern from every kind of data. Each machine learning algorithm solves a specific type of learning problem. We call machine learning tasks the particular learning problems solved by machine learning algorithms.

What are Machine Learning Tasks? (part 1)

Machine Learning is a set of computational techniques that allows us to extract patterns from data. In other words, these algorithms can learn the information contained in datasets like tabular data, text, images, or even videos. However, there is no universal algorithm capable of learning every pattern from every kind of data. Each machine learning algorithm solves a specific type of learning problem. We call machine learning tasks the particular learning problems solved by machine learning algorithms.

How to scale attributes with normalization and standartization

Attributes in different scales are common in Machine Learning projects. For example, a medical record dataset can include in the columns weight, height, and blood pressure. These attributes have different units of measure and vary in different intervals, making their comparison difficult. In these cases, we can apply a process called scaling to make this comparison easier. … Continue reading How to scale attributes with normalization and standartization