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advertising-means-impact-on-sales

The advertising dataset captures the sales revenue generated with respect ot advertisement costs across multiple channels loike radio, tv and newspapers. In this little project, we use the linear and multiple regression to understand how spending on advertisements impact sales.

air-passengers-time-series-

Given a dataset that contains monthly totals of international airline passengers, we will perform time series analysis and forecasting.

big-mart-sales-prediction

Build a predictive model that help Big Mart (retail chain) to understand the properties of products and stores which play a key role in increasing sales.

covid-19-analysis

The "Covid-19-Analysis" repository is a comprehensive project that focuses on analyzing the spread of COVID-19 in India

deep-dive

This repo can contain all the analysis, machine learning work done using the patient data or the external data.

deepfakes_detection_dl_ml

This repository encompasses deep learning and machine learning models designed for real-time deepfake detection and the prediction of image manipulation presence.

diabetes-diagnosis

The objective of the dataset is to diagnostically predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the datsaset

eye-blink-detection

This repository includes computer vision algorithm to detect whenever the user make a blink in real time in front of the camera.

eye-glasses-detection

This repository includes computer vision to detect the presence of eye glasses in real time.

face_recognition_mediapipe

this repository includes a face recognition model using mediapie

face_recognti

finger-counter

This repository comprises a computer vision algorithm designed for counting the fingers displayed by the user's left hand in real-time. Additionally, it features an interactive game in which the user is invited to accurately replicate the number prompted by the system.

head-pose-estimation

This repository encompasses a computer vision algorithm designed for real-time detection of head movements. Furthermore, it incorporates a interactive game in which the system presents random actions, and the user is required to execute them accurately.

horse-survival-classification

Predict the survival of a horse based on various medical conditions such as number of surgeries, horses age and respiratory rate using decision trees and random forest classifier.

image-processing-and-prediction-of-traffic-signs

this repository includes a deep learning model that works on processing traffic signs images and make prediction on unseen images.

iris-classification

Perform data modeling on IRIS data using both supervised and unsupervised learning.

mask-detection

This repository includes the creation of deep learning models to detect the presence of a mask in real time.

smile_detection

This repository includes a deep learning model based on LeNet for detecting smiles and utilizes the DeepFace framework to recognize the emotion of happiness.

time-series-analysis

Working with a time series of energy data we’ll see how techniques such as time-based indexing, resampling, and rolling windows can help us explore variations in electricity demand and renewable energy supply over time.

voice-classification

Deploy machine learning model to classify male and female voice based on data features.

volume_gesture_control

This repository includes a computer vision algorithm to control pc

volume_gesture_control-

This repository includes a computer vision algorithm to contol pc's volume by the movement of the hand.

world-happiness-report

This repository integrates PCA and AFC for data analytics on global Happiness World Score data. Additionally, it includes a machine learning model designed to predict happiness scores for specific countries.