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acc

Adaptive Cruise Control

angular2-website-routes

A simple Angular 2 website example using routes

assignment_question2

backup-of-all-files

books

churn-case-study

codingground

Main Repository for Coding Ground

cp4pc

ConnectPort for PC

digit-recognition-of-mnist-dataset-using-numpy-keras

Building fully operational Neural Network using NumPy and Keras and compared their performances.

github-action-python-template

gittest

git testing repository

guvi

investment-analysis-case-study

Problem Statement: You work for Spark Funds, an asset management company. Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively. Business and Data Understanding Spark Funds has two minor constraints for investments: It wants to invest between 5 to 15 million USD per round of investment It wants to invest only in English-speaking countries because of the ease of communication with the companies it would invest in For your analysis, consider a country to be English speaking only if English is one of the official languages in that country

lending-case-study

Analysis Objectives: • If the applicant is likely to repay the loan, then not approving the loan results in a loss of business to the company • If the applicant is not likely to repay the loan, i.e. he/she is likely to default, then approving the loan may lead to a financial loss for the company • The company wants to understand the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default. The company can utilise this knowledge for its portfolio and risk assessment.

mlops

Sample MLOPS project to learn MLFlow

mlops-winequality

natural-language-processing

notes

qml-audio-player

Test QML/JS app created in QT5. App is an audio player with basic player functionalities.

qt

qt-qml-acc-dashboard

qt-qml-notes

restaurant-search-chat-bot

scottapp

ATK tutorial: "Building PHP Applications using ATK"

smartbag

telecom-churn-rate-analysis

In the telecom industry, customers are able to choose from multiple service providers and actively switch from one operator to another. In this highly competitive market, the telecommunications industry experiences an average of 15-25% annual churn rate. Given the fact that it costs 5-10 times more to acquire a new customer than to retain an existing one, customer retention has now become even more important than customer acquisition.

twitter-sentiment-analysis-

understanding-significant-indicators-in-predicting-the-price-of-a-car-using-linear-regression

Problem Statement A Chinese automobile company Geely Auto aspires to enter the US market by setting up their manufacturing unit there and producing cars locally to give competition to their US and European counterparts. They have contracted an automobile consulting company to understand the factors on which the pricing of cars depends. Specifically, they want to understand the factors affecting the pricing of cars in the American market, since those may be very different from the Chinese market. The company wants to know: Which variables are significant in predicting the price of a car How well those variables describe the price of a car Based on various market surveys, the consulting firm has gathered a large dataset of different types of cars across the Americal market. Business Goal You are required to model the price of cars with the available independent variables. It will be used by the management to understand how exactly the prices vary with the independent variables. They can accordingly manipulate the design of the cars, the business strategy etc. to meet certain price levels. Further, the model will be a good way for management to understand the pricing dynamics of a new market.

vue-js-notes