Projects

Tutorials for building apps with real-world applications.

Visualizing COVID-19 with Pandas & MatPlotLib

Learn how to analyze and visualize COVID-19 Data with 4 complete graphs to track our insights as we build charts together.

Beginner
Data Visualization
Predicting Stock Prices with Machine Learning

Build a Linear Regression Model with SKLearn, load and analyze Stock Price data, and predict stock prices 30 days in the future!

All
Machine Learning
Speech Recognition with Python and Flask

Build a Speech-to-Text Transcription Service on audio file uploads with Python and Flask using the SpeechRecognition module!

All
Flask
U.S. Presidential Polling Dashboard

Build a U.S. Presidential Polling Dashboard that scrapes the latest polls from FiveThirtyEight with BeautifulSoup and renders the data in a Flask Dashboard!

All
BeautifulSoup
Sentiment Analysis of Stock News

Build a Python Scraper to gather news headlines on common stocks, apply sentiment analysis on the headlines and visualize the results!

All
BeautifulSoup
Celebrity Tweet Analysis and Visualization

Parse any celebrity's tweets from their Twitter Account with Tweepy, apply sentiment analysis, and visualize common patterns in their Tweets! We chose Donald Trump when we built the project, but due to his account suspension, change Trump to any celebrity!

All
Data Visualization
Amazon Prime Video Selenium Scraper

Build a Selenium and BeautifulSoup Web Scraper that parses and generates a database of movie titles, ratings and synopses from the Amazon Prime Video homepage.

Beginner
Selenium
Weather API Dashboard with Python and Flask

Build a Weather Dashboard in Flask that takes in a Zip Code, crawls the OpenWeatherMap API and returns the results to the user!

All
Flask
Recognizing Handwritten Digits with Python

Build a Logistic Regression Model with SKLearn, load and analyze 70,000 digits from the MNIST dataset, and accurately recognize samples!

All
Machine Learning
Bitcoin Cryptocurrency Price Visualization

Build and publish an interactive Plotly chart for Bitcoin Prices by pulling and caching data from multiple exchanges using Quandl!

All
Data Visualization
Song Lyrics Generator with Markov Chains

Learn how to build a Flask Application that generates lyrics for any artist by scraping their top songs on Genius and feeding it into a Markov Model!

All
BeautifulSoup