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Logistic Regression: Intuition & Implementation
Author(s): Muhammad Arham Originally published on Towards AI. The math behind the Logistic Regression algorithm and implementation from scratch using Numpy. Image by Author Introduction Logistic Regression is a fundamental binary classification algorithm that can learn a decision boundary between two different …
Logistic Regression Math Intuitions
Author(s): Fernando Guzman Originally published on Towards AI. Logistic regression is a supervised machine learning algorithm to create models used for binary classification problems conventionally. Even that in its name, it says regression. This algorithm is used to train models for classification …
Logistic Regression Simply Explained in 5 minutes
Author(s): Serafeim Loukas, PhD Originally published on Towards AI. A simple and gentle introduction to Logistic Regression with Python code & a working example This member-only story is on us. Upgrade to access all of Medium. Figure made by the author using …
REGRESSION — HOW, WHY, AND WHEN?
Author(s): Data Science meets Cyber Security Originally published on Towards AI. SUPERVISED MACHINE LEARNING — PART 2 REGRESSION: Image source: By author As we previously saw, the supervised part of machine learning is separated into two categories, and from those two categories, …
World of Classification in Machine Learning
Author(s): Data Science meets Cyber Security Originally published on Towards AI. SUPERVISED MACHINE LEARNING — PART 1 1. CLASSIFICATION: Source: Image by the author. Classification is the act of categorizing something, as the name implies. Putting it more analytically, classification is the …
(Part Final) Fostering Criminal Justice with Data Science
Author(s): Vincent Liu Originally published on Towards AI. A final story about who they are and who we are Source: Official NIBRS Website Note: This is the last part of the series published by Towards AI that focuses on using R tidyverse …
Binary Classification Using Logistic Regression vs Visualizations
Author(s): Gurami Keretchashvili Originally published on Towards AI. How to visualize a dataset using Seaborn? how to create a machine learning model using logistic regression? Power of good visualization. This member-only story is on us. Upgrade to access all of Medium. In …
Logistic Regression with BigQuery ML in 6 Steps
Author(s): Tirendaz AI Originally published on Towards AI. A step-by-step guide to building a logistic regression model with SQL using BigQuery ML. Image by Freepik Introduction A logistic regression model is a type of statistical model that is used to predict the …
MoneyBalling Cricket: Predicting Centuries — Base Model
Author(s): Arslan Shahid Originally published on Towards AI. Data preparation & binary classification modeling of centuries in cricket Image from Pexel. Image by Mahafuzur Rehman Centuries are a celebrated event in cricket, usually resulting in match-winning innings by the batsman. As a …
Why not Linear Regression?
Author(s): Akash Dawari Originally published on Towards AI. All About Logistic Regression In this article we will understand Logistic Regression and try to answer the following questions: What is Logistic Regression? Why not Linear Regression? Why Logistic Regression? When Logistic Regression? How …
Logistic Regression from Scratch with Only Python Code
Author(s): Pushkara Sharma Originally published on Towards AI. Machine Learning Applying Logistic regression to a multi-feature dataset using only Python. Step-by-step implementation coding samples in Python Logistic Regression from Scratch In this article, we will build a logistic regression model for classifying …
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