Bharathy Natarajan's repositories
Tweet_Sentiment_Analysis
A Text Classification Model using Natural Language Processing Techniques
PlantSeedling_ImageClassification
A CNN Model for Plant seedling classification, using TensorFlow and Keras
Bank-Churn-Prediction
Neural Network Classifier to predict the Customer Churn in a bank
CreditCard-Customer-Segmentation
Implement unsupervised learning techniques for customer segmentation
Concrete-Strength-Prediction
A Linear Regression Model to predict the Concrete Compressive Strength
Subscription_Prediction
Random Forest Classifier to Predict the likelihood of a Client to subscribe to a Term Deposit
Predict_Loan_Campaign
Logistic Regression Model to predict the likelihood of a liability customer buying Personal Loans
MovieLens-DataExploration
Exploratory Data Analysis , Visualization using Python , Pandas – groupby, merging
Excel-Kickstarter_Projects_Analysis
Excel Analysis to uncover hidden patterns and trends
Pandas-PySchools
Aggregate the district wide standardized test results and showcase obvious trends in school performance
WineReviews_US
An interactive dashboard of maps and plots to explore the wine review dataset
Mapping-Earthquake-Data
Visualize Earthquake Data with JavaScript-Leaflet library
Mortgage_Masters
Automating the loan eligibility process with Machine Learning-Neural Network pipeline
Mission_to_Mars
Web scraping demo: Mars information portal
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.
UFO_Sightings-Save_Earth
Searchable JavaScript-driven database listing alien sightings over a three-year period
Childhood_Respiratory_Disease
Used Machine Learning to compare several linear models to predict the effect of smoking on childhood respiratory disease
bharnats.github.io
Use HTML/CSS/ Bootstrap to create Web Dashboard to show off the plots generated by the OpenWeather API Interactions
Climate_Analysis-API
Climate analysis of raw weather station data, including precipitation & temperature observations, and station summary information.
SQL-Explore
Quering the sakila DB in MYSQL and manipulating data using SQL queries
JupyterNotebook_cheatSheet
KeyBoard shortcuts for Jupyter Notebook
Pyber
Use Matplotlib-Python to analyze ride sharing data of Uber company and offer data backed guidance on new opportunities for market differentiation.
Twitter_Media_Mining
Tweepy-Python module for Sentiment analysis of Twitter activities of various news outlets !
Python-Challenges
a) Analyze the financial records of a company b) Modernize the vote-counting process c) Assess the language complexity.
Weather_Anlaytics
Python Scripts to pull Weather Data using API Interactions and create a representative model of weather across world cities.
Gaming-Analytics
Data Munging and Analysis of Purchase data for fantasy game "Heroes of Pymoli" using Python-Pandas Library
predictive-author-id
Natural Language Analysis for identifying authors based on excerpts