Data Science Projects
Discover a wide variety of guided projects that let you work with real data in real-world scenarios while learning and applying new data science skills. Our projects are designed by experienced data scientists and reflect the challenges faced in the field. They guide you through the process, challenge your skills, and offer flexibility to add your own twist.
You can complete each project right in your browser, or you can download the data set to your computer and work locally! If you work on our site, you’ll also be able to download your code at any time so that you can continue locally, or upload your project to GitHub.
APIs and Web Scraping in Python for Data Science
Guided Project: Exploring Financial Data using Nasdaq Data Link API
Combine the skills learned throughout this course to analyze real-world economic data using the Nasd...
Prompting Large Language Models in Python
Guided Project: Developing a Dynamic AI Chatbot
In this guided project, you’ll develop a dynamic AI chatbot from scratch, showcasing your abil...
Tooling Essentials for Python Users
Project: Selecting and Installing an Integrated Development Environment (IDE)
In this lesson, you’ll learn about Integrated Development Environments (IDEs), with a special ...
Intermediate Python
Guided Project: Garden Simulator Text Based Game
Create a gardening game. From foraging seeds to nurturing plants and selling the produce, every acti...
Python Functions and Jupyter Notebook
Project: Learn and Install Jupyter Notebook
Learn the basics of Jupyter Notebook
Python Dictionaries, APIs, and Functions
Guided Project: Build a Food Ordering App
Create a functional and interactive food ordering application using Python. You’ll use diction...
Natural Language Processing for Deep Learning
Guided Project: Classifying Disaster-Related Tweets as Real or Fake
Build a deep learning text classification model to predict whether a given tweet is about a real dis...
Convolutional Neural Networks for Deep Learning
Guided Project: Detect Pneumonia Using X-Ray Images with CNNs and Transfer Learning
Build and train multiple deep learning models to detect pneumonia in images of chest X-rays.
Sequence Models for Deep Learning
Guided Project: Time-Series Forecasting on the S&P 500
Build, train, and evaluate an LSTM model with a convolutional layer for S&P 500 index (stock) pr...
Introduction to Python Programming
Guided Project: Kaggle Data Science Survey
For this project, we’ll act as a data analyst for Kaggle. Kaggle surveyed a large population of da...
Introduction to Deep Learning in TensorFlow
Guided Project: Predicting Listing Gains in the Indian IPO Market Using TensorFlow
Build a deep learning model to predict the listing gains of IPOs in the Indian market.
Sharing Insights in Tableau
Guided Project: Data Presentation
A guided project to finish the data presentation module.