by namdeo.a | Feb 24, 2024 | Portfolio
Loan Authorising Model using Exploratory Data Analysis and Visualization This model authorizes bank customers based on data visualizations and exploratory data analysis of whether they are eligible for the loan they desire to opt for. The dataset is a dummy data set...
by namdeo.a | Feb 24, 2024 | Portfolio
Gas Sensor Data Analysis for IoT Model based on Arduino Uno In this academic project the datasets of the gas sensor – MQ5 has been processed and visualized by Exploratory Data Analysis and used to infer conclusions for the Internet-Of-Things based model of a...
by namdeo.a | Feb 24, 2024 | Portfolio
I. Pharmaceutical Sales Indicator Data Warehouse Pharmacy is one of the main components of a thriving human civilization and is extremely important to the standard of living and defines the health and sanitation of the country or city. Hence it is extremely important...
by namdeo.a | Mar 29, 2022 | Portfolio
Performed K-Means clustering technique on Mall Customer dataset via Python, predicting patterns of footfall in mall over demographic factors Used Elbow method via sklearn library in Python to find resulting number of clusters to be 5 thereby highlighting target...
by namdeo.a | Mar 29, 2022 | Portfolio
Performed data cleaning, processing and exploratory data analysis on “Global Terrorism” dataset of and 181k entries & 135 different attributes Depicted results through story boards of scatterplots, barplots, histogram & venn diagrams via Python revealing...
by namdeo.a | Mar 29, 2022 | Portfolio
Evaluated student performance predictive model using artificial neural networks, naïve bayesian and decision tree Used ensemble methods of bagging and boosting, random forest to improve the model accuracy after cleaning and processing student data collected from...
