Ramya Ramamurthy's repositories
Amazon_Vine_Analysis
Analysis on Amazon's vine review program using PySpark and AWS RDS with PostgreSQL
Bellybutton_Biodiversity
Build an interactive dashboard using Plotly.js to explore data on biodiversity of bellybuttons. JavaScript, HTML,CSS
Credit_Risk_Analysis
Determine supervised machine learning model that can accurately predict credit risk using python's sklearn library. Python, Pandas, imbalanced-learn, skikit-learn
Cryptocurrencies
Unsupervised Machine Learning Technique - KMeans Clustering to classify cryptocurrency data using Principle Component Analysis (PCA)to to reduce the number of dimensions of the scaled data.
Election_Analysis
Colorado Congressional precinct analysis using Python and Visual Studio Code.
kickstarter-analysis
An analysis of crowdfunding data using Excel
Mapping_Earthquakes
Visualization of Earthquake data from US Geological survey. Javascript Leaflet.js library, Javascript, and HTML
MechaCar_Statistical_Analysis
Analyze vehicle production data using R
Mission-to-Mars
Web-scraping App to display information about the Mission to Mars in a Single HTML Page - Python, Beautiful Soup, Splinter, MongoDB, Flask, VS Code and Python
World_Weather_Analysis
Recommending hotels and travel destinations to travelers based on weather preferences using Pandas Dataframe, Matplotlib, CitiPy, SciPy, Python Requests, APIs, JSON Traversals, Jupyter Notebook 6.3.0
Movies-ETL
A refactorable and intuitive ETL Pipeline that helps automate processing large sets of movie data extracted from Kaggle and Wikipedia. Python, Pandas, PostgreSQL, SQLAlchemy, Jupyter Notebook.
Neural_Network_Charity_Analysis
Use TensorFlow and deep learning neural networks to analyze and classify the success of charitable donations. Kera-Tensorflow,Python, Pandas.
NYC_Bikesharing
Interactive Visualization of NYC bike-sharing data. Tableau, Python
Pewlett-Hackard-Analysis
Database analysis using SQL queries on PostgreSQL relational database management system, on employee information for workforce planning.
Pyber_Analysis
An analysis of the ride-sharing data and total weekly fares for Pyber, a ride sharing company using Python, Pandas Dataframe and Matplotlib.
School_District_Analysis
An analysis of the standardized testing performance for the schools in the PyCitySchool District using Python and Pandas DataFrame.
stock-analysis
An analysis of green energy stocks performances using Excel and VBA macros