Naïve Bayes algorithm is a probabilistic classifier based on Bayes’ theorem, which assumes independence between features. It’s widely used in text classification, spam filtering, and recommendation systems due to its...
Tag - Machine Learning
Supervised machine learning algorithms are models trained on labeled data, meaning the data is already tagged with the correct answer. These algorithms learn from the labeled examples provided during training to generalize...
K-Means Algorithm: Explanation:K-Means is a popular clustering algorithm used for partitioning a dataset into a set of K distinct, non-overlapping clusters. The algorithm aims to minimize the within-cluster variance, meaning...
Data Preprocessing:Before training a model, it’s crucial to clean and prepare the data. This involves handling missing values, outliers, and noise. For example, suppose you have a dataset containing information about...
There are many machine learning (ML) tools that can be useful for building and training ML models. ML platforms: These are platforms that provide a comprehensive set of tools for building, training, and deploying ML models...
Tensorflow TensorFlow was created to undertake machine learning and deep neural network research by researchers and engineers on the Google Brain team inside Google’s Machine Intelligence Research division. The method is...
Required Software : Browser With Wokwi Arduino Simulator’s free Arduino UNO emulator, you may experiment with the emulated SSD1306 element and Arduino UNO. Without any additional software or downloads, the...
Regression Analysis of Bigmart Sales Predictions BigMart’s data scientists gathered sales data for 1559 goods from 10 locations in various cities in 2013. In addition, certain characteristics of each product and...
SUPPLIES & COMPONENTS Arduino UNOBreadboard (generic)Jumper cables (generic)Potentiometer that rotates (generic)SparkFun Pushbutton switch 12mmLED (generic)221 ohm resistorCapacitor 10 µFServos (Tower Pro MG996R)10k ohm...
SUPPLIES AND COMPONENTS Arduino UNOUltrasonic Sensor – HC-SR04 (Generic)Relay Module (Generic)Jumper wires (generic)Breadboard (generic) INTRODUCTION TO THE PROJECT How to build anything that is...