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100-days-of-code

#100DaysOfCode Challenge with Python

100-days-of-code-python

#100DaysOfCode Challenge with Python

ab_test-ad_campaign

amazon_vine_analysis

Analyze Amazon Vine reviews with PySpark.

austin_driver_score

austin_driver_score_predictor

Used Python Scikit-Learn to analyze Austin car crash data from 2018 to 2020 and created an interactive dashboard using a Random Forest Classifier algorithm to calculate a driver score from user features.

belly_button

Build a dynamic dashboard to analyze human navel bacteria using JavaScript, Plotly, D3, HTML, CSS, and Bootstrap.

bikesharing

Create visualizations using Tableau to analyze New York bike sharing data.

cedoula.github.io

credit_risk_analysis

Build and evaluate several machine learning algorithms to predict credit risk.

cryptocurrencies

Use unsupervised machine learning, PCA algorithm, and K-Means clustering to analyze and classify a database of cryptocurrencies.

election_analysis

Analyze election data using Python

kickstarter-analysis

Performing analysis on Kickstarter data to uncover trends

mapping_earthquakes

Create interactive maps using Leaflet.js, GeoJSON , Javascript and D3 library to explore earthquakes around the world.

mechacar_statistical_analysis

R programming language, statistics and hypothesis testing to analyze a series of datasets from the automotive industry.

mission-to-mars

Web scrape NASA websites and collect data about the Mission to Mars. Save the new data in a MongoDB database and display it on a HTML page.

movies-etl

Perform the Extract, Transform and Load (ETL) process to create a data pipeline on movie datasets using Python, Pandas, Jupyter Notebook and PostgreSQL.

neural_network_charity_analysis

Use TensorFlow and deep learning neural networks to analyze and classify the success of charitable donations.

pewlett-hackard-analysis

Analyze employee database with PostgreSQL.

plotly_deployment

portfolio

pyber_analysis

Analyze and visualize ride-sharing data using Python, Pandas and Matplotlib.

school_district_analysis

Analyze school district data using Python, Pandas and Jupyter Notebook.

stock-analysis

Analyze stock data using VBA

surfs_up

Analyze SQLite weather database with Python, Pandas and SQLAlchemy and share the results with Flask.

tensorflow-basic-image-classification

Image Classification with TensorFlow Neural Networks.

ufos

Build an interactive webpage to analyze UFO sightings using HTML, CSS, JavaScript and Bootstrap.

world_weather_analysis

Analyze & visualize the weather data of 500+ cities across the world. Generate destinations and travel maps using Google Maps Platform APIs.