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Al Amin's Projects

absenteeism-analysis icon absenteeism-analysis

The 'Absenteeism' project helps the business to preserve high productivity in the work area.

coredata_swift3 icon coredata_swift3

It's a login App. This app check initially if the user is logged in, if so it will display a welcome message. If the user not logged in, the app will display a textfield and button to allow the user to enter their username.

cryptocurrency-lunar-phase-dataset icon cryptocurrency-lunar-phase-dataset

I worked with a raw dataset from Kaggle on 'Daily Cryptocurrency and Lunar Geocentric Data'. I have preprocessed the dataset into a clean one to come up with a better model as I would like to predict the price and find the correlation between cryptocurrency and lunar phases.

customer_segmentation icon customer_segmentation

Problem Statement: An fashion/apparel start up would like to launch their products. Hence, to increase the sale, and for profit maximisation, it is important to understand customer buying patterns. Moreover, we must leverage the data to find out potential buyers for the products.

deep-brain-simulation-for-alzheimer-s-patient icon deep-brain-simulation-for-alzheimer-s-patient

In this project I motivated by a hypothesis by a research team from University of Toronto that a particular area of the human brain named 'Fornix' is responsible for increasing memory in the brain and this may be a potential clinical cure for affected brain cell like Alzheimer's patient. Alzheimer's patient suffer from declination of memory. Alzheimer's disease can be clinically healed(not fully-cured though) by applying Deep Brain Stimulation for the patients are in early Alzheimer's disease. My quest to find various features and factors and give accurate prediction by building various Machine Learning model and Artificial Neural Network to detect early Alzheimer's patient, hence, help them to undergo Deep Brain Simulation(DBS) process for Alzheimer's treatment.

ek-nojor-ios-app icon ek-nojor-ios-app

Ek Nojor is an iOS app, written in Swift 5. This app is a news aggregator app, an one stop shop for the news reader. The API will fetch the data from various news paper to show them(news) in the app.

emerging-technology-part-2-featuretools icon emerging-technology-part-2-featuretools

In this exercise I performed feature engineering using a Python open source library named 'Featuretools'. Featuretools automate the feature engineering, thus yields quality features to build better machine learning model

linear-regression-model icon linear-regression-model

I have created a very Simple Linear Regression on a dataset. Here the regressor object is the machine which predicts on training and testing observation

listviewxamarin.droid icon listviewxamarin.droid

This is a Xamarin Native(Android) project on ListView, Adapter and bunch of methods, classes etc

lstm_rnn icon lstm_rnn

In this project, I have predicted the upward and downward trend in stock price of Google. I have build a LSTM model to handle this task.

merge-sort-algorithm icon merge-sort-algorithm

Merge Sort is a popular algorithm, the main concept is to split the array into single element and then again sort and merge until it gets down to a single array of ordered lists.

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