Logistic Regression Theory & Digit Recognition Example
Logistic Regression: A Quick Overview Logistic Regression is a statistical and machine learning method used for binary classification problems, where […]
Machine Learning
Machine Learning
Machine Learning
Logistic Regression on Study Hours vs Pass or Fail Data
Here is an example of solving a Logistic Regression problem using Python. Sample Data We’ll create a dataset to predict
Machine Learning
Decision Tree Algorithm Theory
Decision Tree Theory A Decision Tree is a supervised learning algorithm used for classification and regression tasks. It splits the
Machine Learning
Decision Tree Algorithm on Titanic Dataset using Python – Sklearn
Titanic Dataset Overview The Titanic dataset provides information about passengers aboard the Titanic. The key columns are: The goal is
Machine Learning
Object Classification CIFAR – 10 Dataset – For Computer Vision
The CIFAR-10 (Canadian Institute For Advanced Research-10) dataset is one of the most popular and widely used datasets in machine
Machine Learning
Convolutional Neural Network (CNN) model using TensorFlow Code Explanation for CIFAR-10 Dataset
This code snippet defines a Convolutional Neural Network (CNN) model using TensorFlow and Keras. It’s a simple CNN architecture typically