Brian Mutea

Software Engineer | Data Scientist with an appreciable passion for building models that fix problems and sharing knowledge.

logistic regression

Logistic regression in Python with Scikit-learn Members Public

In linear regression, we tried to understand the relationship between one or more predictor variables and a continuous response variable. This article will explore logistic regression, where the response variable will be discrete or categorical. What is classification? Classification is a supervised machine learning problem of predicting which category or

Brian Mutea
Brian Mutea
Data Science
scikit-learn linear regression mlnuggets feature image

Linear regression in Python with Scikit-learn (With examples, code, and notebook) Members Public

Scikit-learn is a handy and robust library with efficient tools for machine learning. It provides a variety of supervised and unsupervised machine learning algorithms. The library is written in Python and is built on Numpy, Pandas, Matplotlib, and Scipy. In this tutorial, we will discuss linear regression with Scikit-learn. What

Brian Mutea
Brian Mutea
Data Science
Seaborn tutorial mlnuggets feat image

Seaborn tutorial Members Public

Seaborn is a simple, easier-to-learn open-source data visualization Python library that provides fantastic default styles and color palettes to create attractive and informative statistical plots. Seaborn is built on top of Matplotlib. Matplotlib treats Figures and Axes as objects and focuses on how to draw them. Seaborn has a dataset-oriented,

Brian Mutea
Brian Mutea
Data Science

Data visualization with Matplotlib Members Public

💡"A good sketch is better than a long speech"(Napoleon Bonaparte).  Organizations collect and analyze vast amounts of data from sales revenue, marketing performance, customer interactions, inventory levels, production metrics, staffing levels, costs, etc. This can be too much data that it is impossible to effectively understand and evaluate it

Brian Mutea
Brian Mutea
Data Science
python for data science(mlnuggets)

Python for data science tutorial (Complete guide with examples and notebook) Members Public

This article will dive into fundamental Python concepts you need to understand before using Python for data science and machine learning. Let's dive right in! What is Python? Python is the language of preference for most data scientists. It is a general-purpose, high-level programming language that supports object-oriented, structured, and

Brian Mutea
Brian Mutea
Data Science

Pandas tutorial (A complete guide with examples and notebook) Members Public

Pandas is an open-source Python library that provides a rich collection of data analysis tools for working with datasets. It borrows most of its functionality from the NumPy library. Therefore, we advise that you go through our NumPy tutorial first. As we dive into familiarizing ourselves with Pandas, it is

Brian Mutea
Brian Mutea
Data Science
NumPy tutorial

NumPy tutorial(Everything you need to know about NumPy with examples and video tutorials) Members Public

So, you have decided to venture into data science and machine learning, and maybe you have been using Python for other projects or you are new to Python. Well, you just pointed yourself to the right path. However, to venture into data science and machine learning, you will need to

Brian Mutea
Brian Mutea
Data Science