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ai

Artificial Intelligence Classwork and Homework assignments

ai-1

big_data_sem6

captcha-solver-using-cnn-and-opencv

Captcha Solving using CNN and OpenCV - Computer Vision library.

data-science--cheat-sheet

Cheat Sheets

deep-learning-sem6

All lab and class assignments on Deep Learning

default-credit-companies

This is a dataset of Credit Ratings. The data has been collated between 2009 and 2019. The ratings are of Credit Rating Agencies - CRISIL, ICRA, Fitch, CARE, Brickworks and Acuite. Only long-term and short-term ratings are taken. For a company rated between October to March in a particular year say between September 2019 and March 2020, the financial ratios of the companies have been taken as on March 2019. The main idea is to predict which financial ratios predict Default 6 to 12 months before it occurs.

hypothesis-testing

The analysis was done for Vivekanand Youth Forum in association with Rotaract Club of Bombay Airport. By performing T and Z testing on various parameters using R software, final suggestions were communicated to the NGO and Club in order to plan future activities in a better manner for the kids. The entire data pipeline was executed by our team. Right from data collection, data cleaning, testing,analysis, till communicating the results.

matching-strings-algo

Implemented Fuzzy-wuzzy logic

ml-sem5

Labs and classwork of Machine Learning sem 5

multi-nomial-prediction-of-ratings-for-companies

A multinomial classification was done to predict the ratings of different companies depending upon their financial ratios.

natural-language-processing

pca-image-classification

Applied PCA algorithm to reduce the dimensions. Then applied neural networks to predict whether the image was of stone or paper or scissor.

real-time-asset-tracking-using-rfid-technology-for-inventory-management-

The aim of the project was to make an accessory for a conventional fridge by converting it to a smart fridge which can keep track of things kept inside it and display exact amount of inventory inside on an LCD outside. The aim was to track the contents of the fridge by scanning them first and constantly updating a local database for all the addition and the subtractions to the fridge. Trends were studied using the data in the database to be better prepared for future stocking of the fridge. Raspberry Pi was used for the project. It also provided better tracking of products and sales.

student-database-system

Created an automated Student Database System for a school using PL-SQL to replace their Manual system which was used by the administration. The main objective was to develop a robust Student Database Management System for the school. The main purpose of the project was to build an integrated student database system to facilitate easy access of records of students across departments. The Student database system allows the registrar of the school to edit, to update and list personal and academic details of students. It also enhances efficient management of student's information. This system also intends to allow students to view their results online. This goes a long way to help students decide on what courses to register. The system intends to manage specific information of students such as personal details, course details and exam details. The system stores semester details, course details, department details and all the details of the students including their background information, educational qualifications etc.

tvs-credit

Analysis for TVS-Credit Loan Dataset