Project
Predicting Traffic Volume with PyTorch
- IntermediateSkill Level
- 4.2+
- 220
Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.
Artificial Intelligence
Projects
Solve real-world problemsProjects let you apply your skills using tools like data Notebooks and complete a data analysis from start to finish.
- Learn to code on your own
- Build your own portfolio
- Get real-world experience
Recommended Projects
Browse Projects
134 Projects
Project
Visualizing the History of Nobel Prize Winners
- BeginnerSkill Level
- 3.4+
- 214
Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?
Data Manipulation, Data Visualization
Project
Time Series Analysis for Transportation
- AdvancedSkill Level
- 3.9+
- 211
Explore transportation time series data analysis to uncover patterns and forecast travel costs.
Probability & Statistics
Project
Analyze Your Stock Portfolio for Risks and Returns
- IntermediateSkill Level
- 3.8+
- 209
Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.
Applied Finance
Project
Combating Subscriber Churn with Targeted Marketing
- IntermediateSkill Level
- 4.0+
- 196
Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.
Machine Learning
Project
Detecting Anomalous Transactions
- IntermediateSkill Level
- 4.2+
- 192
Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?
Probability & Statistics
Project
Analyzing Customer Support Calls
- AdvancedSkill Level
- 3.9+
- 190
Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!
Data Manipulation, Machine Learning
Project
Build an Educational Quiz Bot with the OpenAI API
- BeginnerSkill Level
- 4.6+
- 189
Build an educational quiz bot to generate questions and answers to quiz yourself or your students.
Artificial Intelligence
Project
What is Your Heart Rate Telling You?
- IntermediateSkill Level
- 3.9+
- 188
Examine the relationship between heart rate and heart disease using multiple logistic regression.
Data Manipulation, Data Visualization, Probability & Statistics
Project
Reveal Categories Found in Data
- IntermediateSkill Level
- 4.6+
- 183
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
Project
Analyzing Super Bowl Viewership and Advertising
- BeginnerSkill Level
- 4.5+
- 180
Explore Super Bowl viewership data in the age of soaring ad costs.
Data Manipulation, Data Visualization
Project
Tech Talent Recruiting with Regex
- BeginnerSkill Level
- 4.5+
- 164
Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.
Data Manipulation, Data Preparation
Project
Understanding Subscription Behaviors
- IntermediateSkill Level
- 4.5+
- 157
Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.
Data Manipulation
Project
Dr. Semmelweis and the Importance of Handwashing
- IntermediateSkill Level
- 4.4+
- 154
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Probability & Statistics
Project
Analyzing River Thames Water Levels
- IntermediateSkill Level
- 3.5+
- 154
Apply your data manipulation skills to time series data on water levels of the River Thames.
Data Manipulation, Python Programming
Project
How Environmental Factors Influence Wildlife Populations
- AdvancedSkill Level
- 3.9+
- 152
Explore habitat data using factor and survival analysis tools.
Probability & Statistics
Project
What Makes a Good Book?
- IntermediateSkill Level
- 4.7+
- 150
Generate features from text and numeric variables to predict the popularity of books.
Machine Learning
Project
Personalized Language Tutor
- BeginnerSkill Level
- 4.0+
- 138
Using OpenAI API for text translation, grammar checking, and pronunciation feedback
Artificial Intelligence
Project
Consolidating Employee Data
- IntermediateSkill Level
- 4.5+
- 136
Use DataFrames to read and merge employee data from different sources.
Data Preparation
Project
Demystifying AI: Explaining Demand Forecasting Models
- IntermediateSkill Level
- 4.7+
- 135
Use Explainable AI to understand demand forecasting models and make data-driven decisions.
Artificial Intelligence
Project
Basketball Analytics: Clustering Players by Performance Metrics
- AdvancedSkill Level
- 4.3+
- 132
Cluster NBA players by performance stats in the 2022-2023 season.
Machine Learning
Project
Creating Floral Patterns Inspired by Phyllotaxis
- BeginnerSkill Level
- 3.8+
- 128
Use R to make art and create imaginary flowers inspired by nature.
Data Visualization
Project
Exploring Global Life Expectancy Trends
- IntermediateSkill Level
- 4.6+
- 124
Compare life expectancy across countries and genders with ggplot2.
Data Visualization, Data Manipulation
Project
Social Networks: A Twitter Network Analysis
- IntermediateSkill Level
- 4.5+
- 123
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
Exploratory Data Analysis
Project
Understanding Search Interest with Google Trends
- IntermediateSkill Level
- 4.2+
- 122
Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.
Data Visualization
Project
Building Wedding Planning Software
- AdvancedSkill Level
- 4.0+
- 121
Develop a Wedding management system called Happea(Happily Ever After) to manage wedding invitations and the RSVP of Guests.
Software Development
Project
Predict Future Sales of Fast-Food Menu Items
- IntermediateSkill Level
- 3.8+
- 120
Help a fast food chain save money and place more accurate orders by building a model to predict food sales.
Machine Learning
Project
Exploring Experimental Design in the Energy Field
- IntermediateSkill Level
- 4.2+
- 115
Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.
Probability & Statistics
Project
Deciphering Customer Buying Cycles in Grocery Stores
- IntermediateSkill Level
- 4.3+
- 114
Analyze grocery store data to identify shopping patterns and preferences.
Data Manipulation, Software Development
Project
Exploring Londons Travel Network
- BeginnerSkill Level
- 4.4+
- 111
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Engineering, Data Warehouse