sparsh-bansal Goto Github PK

addons-server

🕶 addons.mozilla.org Django app and API 🎉

carpricecasestudy

Case study to understand the factors on which the price of a car depends by building a regression model. To understand which variables are significant in predicting the price of a car. How well these variables describe the price of a car..

catordog_image_classification

Binary Image Classification model which predict whether an image passed is of cat image or dog image.

color-game

credit_debit-card-ocr

data-science--cheat-sheet

Cheat Sheets

deeplearning.ai

Some work of Andrew Ng's course on Coursera

digit_recognition_bestmodel

Predicting the Handwritten Digit with the best Classification model choosen by KFold cross validation technique

django-practice

document-scanner

Scans the document and display its text

ecommerce-website

Ecommerce Website using Django in backend and HTML,CSS,JS in frontend

email_svm

## Case Study to predict whether a email is spam or a ham using SVM

face_detection

Detecting face and eyes using OpenCV

flask_app

foundation.mozilla.org

Mozilla Foundation website

hotstar-casestudy

This is a real life case study related to a streaming video company say Hotstar/Netflix. The company launched a particular show, the problem is initially the TRP for that show was very good but suddenly the company notice the decline in the TRP for that particular show. They were interested to find out that what can be the possible reason due to which their show viewership has been decreased and what action they can take to fix that problem. This is a multiple regression model case and we have to build a perfect model to know what are the particular factors/columns which are impacting the viewership and to predict its views in the future.

humanoid

invisibility_cloak

Harry Potter Invisibility Cloak , to make yourself invisible .

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

modern-attendance-system

Attendace using Face Recognition

mushroomclassifier_naivebayes-

Naive Bayes Classification Model for classifying Mushrooms

qna_project

Career360 Project

quora-clone

Quora Clone using Django in backend and HTML , CSS, Bootstrap in frontend

salary_prediction_dtree

#### In this case study , we will predict the income of the population on the basis of several features by building a Decision Tree Model with default hyperparameteres and then improving it using GridSearch and KFold Cross Validation by getting optimal hyperparameters

scientific-calculator

sign-language-recognition

Sign Language Recognition System.

socialnetworkad_knn

This Case study contains imformation of the users of a social network and its clients can put their ads on this social network and one of the client is a car companywho has just launched its brand new luxury SUV for a rediculuous price and we are gonna a see which of these users of the social network are going to buy a this brand SUV

speech-emotion-analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

telecomcompanycasestudy

In this case study, we gonna build a classification model for a telecommunication company. Lets say you are using some sort of network of a particular company and definitely a network provider wants you to continue with them for a long time. Sometimes it may happen that the person is not satisfied with the company due to any reason and decides to leave the company.Now we need to predict whether a particular customer will switch to another telecom provider or not so that the company could take appropriate actions and it may help them from stopping those customers from leaving from the company.

text_classification_naivebayes

Given sms as text sentence, classify them as spam or ham using NaiveBayes