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Projects
Solve real-world problemsProjects let you apply your skills using tools like data Notebooks and complete a data analysis from start to finish.
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Recommended Projects
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When Was the Golden Era of Video Games?
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Exploring London's Travel Network
Browse Projects
122 projects
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Analyzing Customer Support Calls
- AdvancedSkill Level
- 4.5+
- 176
Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!
Machine Learning, Data Manipulation
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Analyze Your Stock Portfolio for Risks and Returns
- IntermediateSkill Level
- 3.6+
- 166
Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.
Applied Finance
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Food Image Classification with Hugging Face
- IntermediateSkill Level
- 4.6+
- 165
Classify food images using Hugging Face models, automatically recognizing and categorizing food items.
Artificial Intelligence
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Exploring Londons Travel Network
- BeginnerSkill Level
- 4.3+
- 165
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Engineering, Data Warehouse
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Social Networks: A Twitter Network Analysis
- IntermediateSkill Level
- 4.3+
- 151
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
Exploratory Data Analysis
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What Makes a Good Book?
- IntermediateSkill Level
- 4.1+
- 151
Generate features from text and numeric variables to predict the popularity of books.
Machine Learning
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Analyzing Electric Vehicle Charging Habits
- BeginnerSkill Level
- 4.2+
- 149
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
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Reveal Categories Found in Data
- IntermediateSkill Level
- 4.0+
- 148
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
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Tech Talent Recruiting with Regex
- BeginnerSkill Level
- 3.9+
- 145
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
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Image Processing for Object Detection Models
- IntermediateSkill Level
- 4.9+
- 140
Building an image processing pipeline for data augmentation.
Data Visualization, Data Manipulation
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What is Your Heart Rate Telling You?
- IntermediateSkill Level
- 2.3+
- 131
Examine the relationship between heart rate and heart disease using multiple logistic regression.
Data Manipulation, Probability & Statistics, Data Visualization
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Predict Future Sales of Fast-Food Menu Items
- IntermediateSkill Level
- 3.9+
- 125
Help a fast food chain save money and place more accurate orders by building a model to predict food sales.
Machine Learning
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Analyzing River Thames Water Levels
- IntermediateSkill Level
- 3.7+
- 122
Apply your data manipulation skills to time series data on water levels of the River Thames.
Python Programming, Data Manipulation
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How Environmental Factors Influence Wildlife Populations
- AdvancedSkill Level
- 4.3+
- 119
Explore habitat data using factor and survival analysis tools.
Probability & Statistics
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Analyzing Super Bowl Viewership and Advertising
- BeginnerSkill Level
- 4.0+
- 117
Explore Super Bowl viewership data in the age of soaring ad costs.
Data Manipulation, Data Visualization
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Basketball Analytics: Clustering Players by Performance Metrics
- AdvancedSkill Level
- 4.4+
- 116
Cluster NBA players by performance stats in the 2022-2023 season.
Machine Learning
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Exploring Experimental Design in the Energy Field
- IntermediateSkill Level
- 3.9+
- 115
Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.
Probability & Statistics
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Creating Floral Patterns Inspired by Phyllotaxis
- BeginnerSkill Level
- 4.0+
- 98
Use R to make art and create imaginary flowers inspired by nature.
Data Visualization
project
Optimize Pricing Predictions with Feature Engineering
- IntermediateSkill Level
- 4.7+
- 91
Improve a Car Price prediction model using Feature Engineering tools
Machine Learning
project
Analyzing Electric Vehicle Charging Habits
- BeginnerSkill Level
- 4.1+
- 89
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
project
Insights into Bicycle Theft using Visualization
- IntermediateSkill Level
- 4.4+
- 78
Determine the patterns where bike theft is most likely to occur using visualizations.
Data Visualization
project
Deciphering Customer Buying Cycles in Grocery Stores
- IntermediateSkill Level
- 4.0+
- 78
Analyze grocery store data to identify shopping patterns and preferences.
Data Manipulation, Software Development
project
Classifying X-Ray Images using PyTorch
- AdvancedSkill Level
- 3.9+
- 75
Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
Artificial Intelligence
project
Predicting Movie Rental Durations
- IntermediateSkill Level
- 4.4+
- 71
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Machine Learning
project
Understanding Search Interest With Google Trends
- IntermediateSkill Level
- 4.3+
- 64
Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.
Data Visualization
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Exploring Global Life Expectancy Trends
- IntermediateSkill Level
- 4.1+
- 62
Compare life expectancy across countries and genders with ggplot2.
Data Manipulation, Data Visualization
project
Analyzing Electric Vehicle Charging Habits
- BeginnerSkill Level
- 4.3+
- 55
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+
- 47
Write functions to forecast time series of food prices in Rwanda.
Data Manipulation
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Finding Exchange Rates for International Sales
- IntermediateSkill Level
- 3.6+
- 45
Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!
Software Development, Data Manipulation
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Debugging code
- BeginnerSkill Level
- 4.4+
- 30
Debug code to improve the accuracy of sales analytics.
Software Development
Showing 30 of 122