bharnats

Bank-Churn-Prediction

Neural Network Classifier to predict the Customer Churn in a bank

Concrete-Strength-Prediction

A Linear Regression Model to predict the Concrete Compressive Strength

CreditCard-Customer-Segmentation

Implement unsupervised learning techniques for customer segmentation

JupyterNotebook_cheatSheet

KeyBoard shortcuts for Jupyter Notebook

Mapping-Earthquake-Data

Visualize Earthquake Data with JavaScript-Leaflet library

Mortgage_Masters

Automating the loan eligibility process with Machine Learning-Neural Network pipeline

PlantSeedling_ImageClassification

A CNN Model for Plant seedling classification, using TensorFlow and Keras

Predict_Loan_Campaign

Logistic Regression Model to predict the likelihood of a liability customer buying Personal Loans

Tweet_Sentiment_Analysis

A Text Classification Model using Natural Language Processing Techniques

WineReviews_US

An interactive dashboard of maps and plots to explore the wine review dataset

bharnats/JupyterNotebook_cheatSheet

KeyBoard shortcuts for Jupyter Notebook

bharnats/Mortgage_Masters

Automating the loan eligibility process with Machine Learning-Neural Network pipeline

bharnats/Bank-Churn-Prediction

Neural Network Classifier to predict the Customer Churn in a bank

bharnats/Mapping-Earthquake-Data

Visualize Earthquake Data with JavaScript-Leaflet library

bharnats/WineReviews_US

An interactive dashboard of maps and plots to explore the wine review dataset

bharnats/Concrete-Strength-Prediction

A Linear Regression Model to predict the Concrete Compressive Strength

bharnats/CreditCard-Customer-Segmentation

Implement unsupervised learning techniques for customer segmentation

bharnats/PlantSeedling_ImageClassification

A CNN Model for Plant seedling classification, using TensorFlow and Keras

bharnats/Predict_Loan_Campaign

Logistic Regression Model to predict the likelihood of a liability customer buying Personal Loans

bharnats/Tweet_Sentiment_Analysis

A Text Classification Model using Natural Language Processing Techniques

bharnats/BellyButton_Biodiversity

Microbe analysis by specific patient using pie charts, bubble plots, and gauge charts - illustrating patient demographics, washing frequency, and two interactive breakdowns of microbe samples.

bharnats/bharnats.github.io

Use HTML/CSS/ Bootstrap to create Web Dashboard to show off the plots generated by the OpenWeather API Interactions

bharnats/bigfoot

bharnats/Childhood_Respiratory_Disease

Used Machine Learning to compare several linear models to predict the effect of smoking on childhood respiratory disease

bharnats/Climate_Analysis-API

Climate analysis of raw weather station data, including precipitation & temperature observations, and station summary information.

bharnats/Excel-Kickstarter_Projects_Analysis

Excel Analysis to uncover hidden patterns and trends

bharnats/Gaming-Analytics

Data Munging and Analysis of Purchase data for fantasy game "Heroes of Pymoli" using Python-Pandas Library

bharnats/Mission_to_Mars

Web scraping demo: Mars information portal

bharnats/MovieLens-DataExploration

Exploratory Data Analysis , Visualization using Python , Pandas – groupby, merging

bharnats/Pandas-PySchools

Aggregate the district wide standardized test results and showcase obvious trends in school performance

bharnats/Personal_Portfolio

bharnats/Pet_Pals

bharnats/predictive-author-id

Natural Language Analysis for identifying authors based on excerpts

bharnats/Pyber

Use Matplotlib-Python to analyze ride sharing data of Uber company and offer data backed guidance on new opportunities for market differentiation.

bharnats/Python-Challenges

a) Analyze the financial records of a company b) Modernize the vote-counting process c) Assess the language complexity.

bharnats/SQL-Explore

Quering the sakila DB in MYSQL and manipulating data using SQL queries

bharnats/Subscription_Prediction

Random Forest Classifier to Predict the likelihood of a Client to subscribe to a Term Deposit

bharnats/Twitter_Media_Mining

Tweepy-Python module for Sentiment analysis of Twitter activities of various news outlets !

bharnats/UFO_Sightings-Save_Earth

Searchable JavaScript-driven database listing alien sightings over a three-year period

bharnats/Weather_Anlaytics

Python Scripts to pull Weather Data using API Interactions and create a representative model of weather across world cities.