Project
Efficient AI with PyTorch
- AdvancedSkill Level
- 4.0+
- 109
Use distributed training to optimize a transformer model with multi-device acceleration and advanced optimizers.
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
135 Projects
Project
How Environmental Factors Influence Wildlife Populations
- AdvancedSkill Level
- 4.3+
- 108
Explore habitat data using factor and survival analysis tools.
Probability & Statistics
Project
Exploring Global Life Expectancy Trends
- IntermediateSkill Level
- 4.5+
- 107
Compare life expectancy across countries and genders with ggplot2.
Data Visualization, Data Manipulation
Project
Exploring Experimental Design in the Energy Field
- IntermediateSkill Level
- 3.8+
- 103
Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.
Probability & Statistics
Project
Insurance Claim Processing with Pinecone
- IntermediateSkill Level
- 3.7+
- 101
Process insurance claims with a Pinecone vector database and OpenAI embeddings.
Artificial Intelligence
Project
Reward Modeling for RLHF
- AdvancedSkill Level
- 3.4+
- 98
Train a reward model based on the trl library.
Artificial Intelligence
Project
Deciphering Customer Buying Cycles in Grocery Stores
- IntermediateSkill Level
- 4.3+
- 90
Analyze grocery store data to identify shopping patterns and preferences.
Software Development, Data Manipulation
Project
When Was the Golden Era of Video Games?
- BasicSkill Level
- 4.0+
- 89
Use SQL to figure out the golden era of video games!
Data Manipulation
Project
Insights into Bicycle Theft using Visualization
- IntermediateSkill Level
- 4.5+
- 88
Determine the patterns where bike theft is most likely to occur using visualizations.
Data Visualization
Project
Optimize Pricing Predictions with Feature Engineering
- IntermediateSkill Level
- 4.2+
- 83
Improve a Car Price prediction model using Feature Engineering tools
Machine Learning
Project
Analyzing Electric Vehicle Charging Habits
- BasicSkill Level
- 4.2+
- 78
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
Project
Predicting Movie Rental Durations
- IntermediateSkill Level
- 4.6+
- 68
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Machine Learning
Project
Food Price Forecasting with Functions
- IntermediateSkill Level
- 4.7+
- 62
Write functions to forecast time series of food prices in Rwanda.
Data Manipulation
Project
Customer Analytics: Preparing Data for Modeling
- BasicSkill Level
- 4.5+
- 59
Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!
Data Manipulation
Project
Analyzing Electric Vehicle Charging Habits
- BasicSkill Level
- 4.4+
- 33
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis