Project
Consolidating Employee Data
- IntermediateSkill Level
- 4.0+
- 225
Use DataFrames to read and merge employee data from different sources.
Data Preparation
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
Visualizing the History of Nobel Prize Winners
- BasicSkill Level
- 3.5+
- 222
Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?
Data Manipulation, Data Visualization
Project
Assessing the Effectiveness of Medical Treatments
- AdvancedSkill Level
- 4.2+
- 219
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
Machine Learning, Probability & Statistics
Project
Exploring Stock Market Trends with Plotly
- BasicSkill Level
- 4.4+
- 213
Build interactive stock charts with Plotly and uncover financial trends in the fast food industry.
Data Visualization
Project
Classifying X-Ray Images using PyTorch
- AdvancedSkill Level
- 4.4+
- 203
Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
Artificial Intelligence
Project
Building an E-Commerce Clothing Classifier Model with Keras
- IntermediateSkill Level
- 4.2+
- 190
Automate e-commerce processes with image classification.
Machine Learning, Artificial Intelligence
Project
Modeling Car Insurance Claim Outcomes
- IntermediateSkill Level
- 4.2+
- 190
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
Machine Learning
Project
Data-Driven Decisions with A/B Testing
- IntermediateSkill Level
- 4.7+
- 189
Step into a data scientists role and learn how to make product decisions with A/B testing in Python!
Probability & Statistics
Project
Food Image Classification with Hugging Face
- IntermediateSkill Level
- 4.5+
- 184
Classify food images using Hugging Face models, automatically recognizing and categorizing food items.
Artificial Intelligence
Project
Optimize LLMs with Llama Fine-tuning
- IntermediateSkill Level
- 4.5+
- 181
Build an AI-powered airline chat assistant to generate custom responses and identify user intent.
Artificial Intelligence
Project
What Makes a Good Book?
- IntermediateSkill Level
- 4.5+
- 180
Generate features from text and numeric variables to predict the popularity of books.
Machine Learning
Project
Combating Subscriber Churn with Targeted Marketing
- IntermediateSkill Level
- 4.5+
- 175
Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.
Machine Learning
Project
Understanding Subscription Behaviors
- IntermediateSkill Level
- 4.5+
- 156
Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.
Data Manipulation
Project
Build an Educational Quiz Bot with the OpenAI API
- BasicSkill Level
- 4.2+
- 154
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
- 4.0+
- 150
Examine the relationship between heart rate and heart disease using multiple logistic regression.
Data Visualization, Probability & Statistics, Data Manipulation
Project
Analyzing Super Bowl Viewership and Advertising
- BasicSkill Level
- 4.3+
- 146
Explore Super Bowl viewership data in the age of soaring ad costs.
Data Manipulation, Data Visualization
Project
Detecting Anomalous Transactions
- IntermediateSkill Level
- 4.6+
- 144
Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?
Probability & Statistics
Project
Predict Future Sales of Fast-Food Menu Items
- IntermediateSkill Level
- 4.1+
- 144
Help a fast food chain save money and place more accurate orders by building a model to predict food sales.
Machine Learning
Project
Personalized Language Tutor
- BasicSkill Level
- 4.8+
- 143
Using OpenAI API for text translation, grammar checking, and pronunciation feedback
Artificial Intelligence
Project
Dr. Semmelweis and the Importance of Handwashing
- IntermediateSkill Level
- 4.2+
- 137
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Probability & Statistics
Project
Building Wedding Planning Software
- AdvancedSkill Level
- 4.3+
- 135
Develop a Wedding management system called Happea(Happily Ever After) to manage wedding invitations and the RSVP of Guests.
Software Development
Project
Tech Talent Recruiting with Regex
- BasicSkill Level
- 4.1+
- 131
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
Social Networks: A Twitter Network Analysis
- IntermediateSkill Level
- 3.8+
- 125
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
Exploratory Data Analysis
Project
Creating Floral Patterns Inspired by Phyllotaxis
- BasicSkill Level
- 4.5+
- 124
Use R to make art and create imaginary flowers inspired by nature.
Data Visualization
Project
Exploring Londons Travel Network
- BasicSkill Level
- 4.3+
- 122
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Warehouse, Data Engineering
Project
Predicting Traffic Volume with PyTorch
- IntermediateSkill Level
- 4.6+
- 121
Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.
Artificial Intelligence
Project
Reveal Categories Found in Data
- IntermediateSkill Level
- 4.9+
- 117
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
Project
Basketball Analytics: Clustering Players by Performance Metrics
- AdvancedSkill Level
- 4.5+
- 115
Cluster NBA players by performance stats in the 2022-2023 season.
Machine Learning
Project
Analyzing Electric Vehicle Charging Habits
- BasicSkill Level
- 3.7+
- 112
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
Project
Demystifying AI: Explaining Demand Forecasting Models
- IntermediateSkill Level
- 4.7+
- 109
Use Explainable AI to understand demand forecasting models and make data-driven decisions.
Artificial Intelligence