faznaimov Goto Github PK

academy-py

aliens

Filter and look up UFO sightings data.

belly_button_biodiversity

An interactive dashboard of belly button micro-organisms developed from a dataset of volunteer provided samples. Data is served from a Python Flask application and dynamically gathered and presented with javascript and Plotly.

cse6040x

GTx - CSE6040x - Computing for Data Analysis

customer_churn

Project on credit card customers that are most likely to churn. The aim of this project is to demonstrate my competencies in writing clean code.

d3-times

This project uses D3.js to visualize some state-level data about population health based on 2014 U.S. Census data. It simulates an on-line newspaper article with an interactive visualization.

data-science--cheat-sheet

Cheat Sheets

dynamic_risk_assessment_system

Project to create, deploy, and monitor a risk assessment ML model that will estimate the attrition risk of clients. Covers 4 aspects of MLOps: 1.New data detection and ingestion; 2.Training, scoring, and deploying ML model; 3.Model diagnostics; 4.Model reporting

earthquakes-map

Visualization of earthquakes occurring globally using a live API feed provided by the USGS. The data in the feed is updated every 5 mins, and includes all earthquake data for the Past 7 Days.

etl-project

Project on building dataset of all upcoming concerts in NY state area and join MTV artist data to have more information about artists and concerts.

faznaimov.github.io

genre_classification

matplotlib-challenge

Visualization of Pyber and Pymaceuticals data using MatPlotLib. Data processing was done with Pandas.

mission-to-mars

A webscraping application which retrieves and presents summary information, the latest news, and images of Mars.

ml

The repository to track my progress in ML related topics in order to organize my knowledge and goals

ml-pipeline-for-short-term-rental-prices

This project is on building a complete end to end ML pipeline to predict rental prices for airbnb rentals using MLFlow and Weights and Biases

music-venues-analysis

Analysis on most popular music venues in NYC based on FourSquare API data. Research has been done on popular categories by neighborhood, top liked and rated venues by neighborhood, correlation between likes, ratings, number of venues and neighborhoods.

ny_taxi_rides

python-challenge

salary_predictor_app

Salary prediction model that is trained on Census Bureau data and deployed with FastAPI. In addition, unit tests monitor model performance and the API tests are incorporated into a CI/CD framework using GitHub Actions. Remote DVC pointed to AWS S3 bucket to track data changes.

simpsons-classification

Application built on Convolutional Neural Network model to recognize The Simpsons characters.

surfs-up

Basic climate analysis and data exploration of climate database using Python, SQLAlchemy, Pandas, and Matplotlib. Climate data has been take from OpenWeatherMap API.

us-wildfire-dashboard

Interactive dashboard built on D3.js that shows the number of fires happened in the US from 1992 to 2015. Web app also includes interactive map that illustrates the occurrence of the fire by location, time and fire size.

weather-py

An analysis of weather patterns using python, the OpenWeatherMap API, and CityPy to visualize trends in temperature, humidity, cloudiness, and windiness by latitude.