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Kobert Lam's Projects

amazon_vine_analysis icon amazon_vine_analysis

Enter the world of big data as you perform ETL on a dataset from Amazon, and analyze product reviews for a marketing company.

belly_button_biodiversity icon belly_button_biodiversity

Build an interactive dashboard using Plotly.js to explore data on the biodiversity of belly buttons. Then deploy your dashboard to a cloud server.

bikesharing icon bikesharing

Exploring Bike-Sharing Data with Tableau. Create worksheets, dashboards, and stories from New York City bike-sharing data.

credit_risk_analysis icon credit_risk_analysis

Use Python and Scikit-learn and Imbalanced-learn to predict credit risk. Compare the strengths and weaknesses of machine learning models. Assess how well a model works.

cryptocurrencies icon cryptocurrencies

Use unsupervised machine learning techniques to analyze cryptocurrency data

mapping_earthquakes icon mapping_earthquakes

Build insightful data visualizations with interactive features on earthquakes from around the world. Using the latest earthquake GeoJSON data from the U.S. Geologiical Survey website, you will traverse and retrieve the earthquake data using JavaScript and the D3 and leaflet libraries, and plot the data on a Mapbox map through an API request.

mission-to-mars icon mission-to-mars

Build an app to scrape websites for data pertaining to the Mission to Mars, and then create an HTML page to display your findings.

movies-etl icon movies-etl

Perform ETL on several movie datasets to predict popular films for a streaming service.

pewlett-hackard-analysis icon pewlett-hackard-analysis

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

pyber_analysis icon pyber_analysis

Analyze and visualize ride-sharing data using the power of Python, Pandas, SciPy, NumPy, and Matplotlib.

school_district_analysis icon school_district_analysis

Use Python, Pandas library, and Jupyter Notebook to perform analysis on school district data and showcase trends in school performance

stock-analysis icon stock-analysis

Perform analysis on stock data and improve code efficiency by refactoring

surfs_up icon surfs_up

Using Python, SQLite, SQLAlchemy, and Flask, analyze and visualize climate data as you prepare to open a surf shop.

ufos icon ufos

Use JavaScript, HTML, and CSS to create a custom webpage that showcases different UFO sightings around the world.

weatherpy icon weatherpy

Make use of Python, Pandas, and APIs to propose travel plans based on user input on the weather preferences, and visualize the results in Google maps.

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