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av--hackathon---loan-prediction

Dream Housing Finance company deals in all home loans. They have presence across all urban, semi urban and rural areas. Customer first apply for home loan after that company validates the customer eligibility for loan. Problem Company wants to automate the loan eligibility process (real time) based on customer detail provided while filling online application form. These details are Gender, Marital Status, Education, Number of Dependents, Income, Loan Amount, Credit History and others. To automate this process, they have given a problem to identify the customers segments, those are eligible for loan amount so that they can specifically target these customers. Here they have provided a partial data set. Data Variable Description Loan_ID Unique Loan ID Gender Male/ Female Married Applicant married (Y/N) Dependents Number of dependents Education Applicant Education (Graduate/ Under Graduate) Self_Employed Self employed (Y/N) ApplicantIncome Applicant income CoapplicantIncome Coapplicant income LoanAmount Loan amount in thousands Loan_Amount_Term Term of loan in months Credit_History credit history meets guidelines Property_Area Urban/ Semi Urban/ Rural Loan_Status Loan approved (Y/N)

circle-detection

Circle detection is a python code using Hough Circles algorithm implemented inside openCV library in python. This project takes the image through users webcam and the converts it to gray scale further blurring and applying a search run algorithm through regional frames , sliding all over the image it tries to find all the possible circles and enumerate it at the top-left corner of the image. The code is very simple and easy to understand and implement.

data-science--cheat-sheet

Cheat Sheets

devops-essentials-sample-app

diabetes-detection-using-neural-network

Diabetes Mellitus (DM), commonly known as diabetes, is a group of metabolic disorders characterized by high blood sugar levels over a prolonged period. Artificial Intelligence in Medical Science refers to real-world medical domains, considered and discussed at the proper depth, from both the technical and the medical points of view. Data Science and Machine Learning is helping medical professionals make diagnosis easier by bridging the gap between huge data sets and human knowledge. We can begin to apply Machine L earning techniques for classification in a dataset that describes a population that is under a high risk of the onset of diabetes. Given the medical data we can gather about people, we should be able to make better predictions on how likely a person is to suffer the onset of diabetes, and therefore act appropriately to help. We can start analyzing data and experimenting with algorithms that will help us study the onset of diabetes.

invisibility-cloak

Invisibility Cloak is an implementation on computer vision using python scripting. In this project the webcam tries to capture a constant background then using HSV conversion get the followed up image colour composition and creates a mask of a specific type of colour RED and displays the pre-captured background in that place. Giving an illusion of invisibility.

languagecoach

Enhance your language skills with Language Coach, where personalized exercises are tailored just for you!

live-sketch-app

Live Sketch App is a python code that allows Artificial Intelligence implication in the real world environment with sensory data through Computer Vision. This project maps the user webcam images to the sketching canvas both paper white and black thought edge detection and corresponds in making a live sketch of the input frame. TRY IT , Have Fun

recipe-finder

Ever tackled a scenario where you have a strong craving. Nothing more than a tasty treat could dampen that craving. But but but, Cannot find food around. Try cooking yourself ?? But what .... Let https://hooktocook.netlify.com/ come to your rescue..!! Just enter available ingredients with you OR your desired dish. The application will suggest you with the best recipes around the world based on that items. Try it..

rgbgame

RGBgame is a static webpage that implements the conceptualization of the HTML , CSS , Javascript into its core feature to perform a good User Friendly ans aesthetic game environment. This project focuses on the good conceptual knowledge of the color combination and how colours are formed using only primary colours. As we all know that the colours are formed based on the amount of Red, Blue and Green light wavelength distributed by the object/body. This project henceforth checks your knowledge in depth about colour combinations. Its worth giving a try. PLAY & ENJOY . There are two modes Easy and Hard. GoodLuck

techno-fractals

This application envisage to spread knowledge both vertically and horizontally va blogging.