Company providing educational and consulting services in the field of machine learning
In this article, we will get acquainted with logistic regression which is the cornerstone in the construction of neural networks and profound training, and therefore it is necessary…
Today we will discuss the impact of biology, the history of neural networks and the structure of a neuron which is an inspiring idea for logistic regression. Neural…
Thanks to artificial intelligence, PR and advertising specialists will acquire unique superpowers, including the ability to predict the future in the next 30 years. Venture Beat interviewed PR…
We continue our training where we tell you how the logistics model is trained. Let us consider a particular case of logistic regression, in which we can find…
In this lecture, we will discuss how to modify the weighting coefficients of our logistic regression model to reduce the error. So far, all we can do that…
We continue our discussion of the topic “Fundamentals of Profound Learning” and discuss the cross-entropy error function. Do not worry about such a name, in fact, the essence…
Solution to the problem of Donut by means of logistic regression In this topic, we will talk about one practical problem relating to logistic regression. It is called…
In this lecture, we will consider the differences between L1 and L2-regularizations and show how these differences appear due to mathematical calculations. We will also discuss the theory…
Hello and welcome to the logistic regression lessons in Python. This is the last lecture in the series, and we will consider another practical problem related to logistic…