Project
Reveal Categories Found in Data
- IntermediateSkill Level
- 4.6+
- 96
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
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
135 Projects
Project
Detecting Anomalous Transactions
- IntermediateSkill Level
- 3.8+
- 96
Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?
Probability & Statistics
Project
Insurance Claim Processing with Pinecone
- IntermediateSkill Level
- 3.7+
- 89
Process insurance claims with a Pinecone vector database and OpenAI embeddings.
Artificial Intelligence
Project
Deciphering Customer Buying Cycles in Grocery Stores
- IntermediateSkill Level
- 4.3+
- 88
Analyze grocery store data to identify shopping patterns and preferences.
Data Manipulation, Software Development
Project
How Environmental Factors Influence Wildlife Populations
- AdvancedSkill Level
- 4.2+
- 86
Explore habitat data using factor and survival analysis tools.
Probability & Statistics
Project
Demystifying AI: Explaining Demand Forecasting Models
- IntermediateSkill Level
- 3.5+
- 80
Use Explainable AI to understand demand forecasting models and make data-driven decisions.
Artificial Intelligence
Project
Exploring Experimental Design in the Energy Field
- IntermediateSkill Level
- 4.3+
- 75
Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.
Probability & Statistics
Project
Analyzing Electric Vehicle Charging Habits
- BasicSkill Level
- 4.6+
- 68
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
Project
Food Price Forecasting with Functions
- IntermediateSkill Level
- 4.6+
- 66
Write functions to forecast time series of food prices in Rwanda.
Data Manipulation
Project
Reward Modeling for RLHF
- AdvancedSkill Level
- 4.0+
- 64
Train a reward model based on the trl library.
Artificial Intelligence
Project
Exploring Global Life Expectancy Trends
- IntermediateSkill Level
- 4.5+
- 63
Compare life expectancy across countries and genders with ggplot2.
Data Manipulation, Data Visualization
Project
Optimize Pricing Predictions with Feature Engineering
- IntermediateSkill Level
- 4.4+
- 61
Improve a Car Price prediction model using Feature Engineering tools
Machine Learning
Project
Insights into Bicycle Theft using Visualization
- IntermediateSkill Level
- 4.0+
- 56
Determine the patterns where bike theft is most likely to occur using visualizations.
Data Visualization
Project
Predicting Movie Rental Durations
- IntermediateSkill Level
- 4.3+
- 55
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Machine Learning
Project
Analyzing Electric Vehicle Charging Habits
- BasicSkill Level
- 4.9+
- 32
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
Do I need to download any software to learn on DataCamp?
Can I share my completed projects?
Can I complete a project in both the guided and unguided mode?
Grow your data skills with DataCamp for Mobile
Make progress on the go with our mobile courses and daily 5-minute coding challenges.