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Lily Han's Projects

amazon_vine_analysis icon amazon_vine_analysis

Analyze Amazon reviews on camera products by using PySpark to perform the ETL process and determine if there is any bias toward favorable reviews from Vine members.

bikesharing icon bikesharing

Using Tableau to provide data visualization analysis on a bike-sharing business proposal

cryptocurrencies icon cryptocurrencies

Use unsupervised machine learning models to cluster cryptocurrencies data and visualize the results

movies-etl icon movies-etl

Create an ETL (Extract, Transform, and Load) pipeline using Python, RegEx, and SQL Database.

neural_network_charity_analysis icon neural_network_charity_analysis

Design and train the deep machine learning and neural network models using the Python TensorFlow library to test and optimize the models. Identify the best model to get most optimized precision accuracy and predict the success of corporate donations made.

pewlett-hackard-analysis icon pewlett-hackard-analysis

Create entity relationship diagrams, perform data modeling, and complete analysis on an employee database using SQL techniques.

plotly_deploy icon plotly_deploy

Create a dashboard with JavaScript | HTML | CSS to visualize the bacteria species dataset for a microbiology laboratory, and deploy the data visulization to GitHub webpage to publish it.

pyber_analysis icon pyber_analysis

Exploratory analysis of ride-sharing data for PyBer using Pandas and Matplotlib.

school_district_analysis icon school_district_analysis

Use Python and Pandas library to analyze school district data and showcase trends in school performance.

ufos icon ufos

JavaScript | HTML | CSS

world_weather_analysis icon world_weather_analysis

Plot the relationship between latitude/longitude and weather for cities around the world using Python, Pandas, and APIs.

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