Project
Compare Baseball Player Statistics using Visualizations
- IntermediateSkill Level
- 4.3+
- 239
Use MLBs Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
Data Visualization
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
135 Projects
Project
Assessing the Effectiveness of Medical Treatments
- AdvancedSkill Level
- 4.4+
- 238
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
Machine Learning, Probability & Statistics
Project
Classifying X-Ray Images using PyTorch
- AdvancedSkill Level
- 4.2+
- 237
Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
Artificial Intelligence
Project
Analyzing River Thames Water Levels
- IntermediateSkill Level
- 3.6+
- 229
Apply your data manipulation skills to time series data on water levels of the River Thames.
Python Programming, Data Manipulation
Project
Exploring Stock Market Trends with Plotly
- BasicSkill Level
- 4.5+
- 228
Build interactive stock charts with Plotly and uncover financial trends in the fast food industry.
Data Visualization
Project
Building an E-Commerce Clothing Classifier Model with Keras
- IntermediateSkill Level
- 4.5+
- 220
Automate e-commerce processes with image classification.
Machine Learning, Artificial Intelligence
Project
Detect Traffic Signs with Deep Learning
- AdvancedSkill Level
- 4.9+
- 214
Enhancing Transportation Safety through Traffic Sign Detection
Artificial Intelligence
Project
Understanding Subscription Behaviors
- IntermediateSkill Level
- 4.5+
- 212
Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.
Data Manipulation
Project
Data-Driven Decisions with A/B Testing
- IntermediateSkill Level
- 4.7+
- 211
Step into a data scientists role and learn how to make product decisions with A/B testing in Python!
Probability & Statistics
Project
Modeling Car Insurance Claim Outcomes
- IntermediateSkill Level
- 4.0+
- 201
Use logistic regression to predict whether people will make a claim on their car insurance!
Machine Learning
Project
Optimize LLMs with Llama Fine-tuning
- IntermediateSkill Level
- 4.6+
- 179
Build an AI-powered airline chat assistant to generate custom responses and identify user intent.
Artificial Intelligence
Project
Predict Future Sales of Fast-Food Menu Items
- IntermediateSkill Level
- 4.0+
- 178
Help a fast food chain save money and place more accurate orders by building a model to predict food sales.
Machine Learning
Project
Detecting Anomalous Transactions
- IntermediateSkill Level
- 4.7+
- 177
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 Super Bowl Viewership and Advertising
- BasicSkill Level
- 4.0+
- 177
Explore Super Bowl viewership data in the age of soaring ad costs.
Data Manipulation, Data Visualization
Project
Combating Subscriber Churn with Targeted Marketing
- IntermediateSkill Level
- 4.5+
- 164
Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.
Machine Learning
Project
What is Your Heart Rate Telling You?
- IntermediateSkill Level
- 4.1+
- 158
Examine the relationship between heart rate and heart disease using multiple logistic regression.
Data Manipulation, Probability & Statistics, Data Visualization
Project
Personalized Language Tutor
- BasicSkill Level
- 4.7+
- 153
Using OpenAI API for text translation, grammar checking, and pronunciation feedback
Artificial Intelligence
Project
Build an Educational Quiz Bot with the OpenAI API
- BasicSkill Level
- 4.4+
- 150
Build an educational quiz bot to generate questions and answers to quiz yourself or your students.
Artificial Intelligence
Project
Tech Talent Recruiting with Regex
- BasicSkill Level
- 4.5+
- 148
Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.
Data Preparation, Data Manipulation
Project
Consolidating Employee Data
- IntermediateSkill Level
- 4.1+
- 148
Use DataFrames to read and merge employee data from different sources.
Data Preparation
Project
Dr. Semmelweis and the Importance of Handwashing
- IntermediateSkill Level
- 4.1+
- 145
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Probability & Statistics
Project
Creating Floral Patterns Inspired by Phyllotaxis
- BasicSkill Level
- 4.3+
- 141
Use R to make art and create imaginary flowers inspired by nature.
Data Visualization
Project
Social Networks: A Twitter Network Analysis
- IntermediateSkill Level
- 4.2+
- 136
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
Exploratory Data Analysis
Project
Efficient AI with PyTorch
- AdvancedSkill Level
- 3.5+
- 135
Use distributed training to optimize a transformer model with multi-device acceleration and advanced optimizers.
Artificial Intelligence
Project
Demystifying AI: Explaining Demand Forecasting Models
- IntermediateSkill Level
- 4.5+
- 133
Use Explainable AI to understand demand forecasting models and make data-driven decisions.
Artificial Intelligence
Project
Building Wedding Planning Software
- AdvancedSkill Level
- 4.2+
- 133
Develop a Wedding management system called Happea(Happily Ever After) to manage wedding invitations and the RSVP of Guests.
Software Development
Project
Basketball Analytics: Clustering Players by Performance Metrics
- AdvancedSkill Level
- 4.6+
- 129
Cluster NBA players by performance stats in the 2022-2023 season.
Machine Learning
Project
Reveal Categories Found in Data
- IntermediateSkill Level
- 4.7+
- 127
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
Project
Predicting Traffic Volume with PyTorch
- IntermediateSkill Level
- 4.5+
- 127
Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.
Artificial Intelligence
Project
Exploring Global Life Expectancy Trends
- IntermediateSkill Level
- 4.6+
- 126
Compare life expectancy across countries and genders with ggplot2.
Data Manipulation, Data Visualization