project
Analyzing Crime in Los Angeles
0.75 hours
14.8K
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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Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.
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123 projects
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What Makes a Good Book?
- IntermediateSkill Level
- 3.7+
- 189
Generate features from text and numeric variables to predict the popularity of books.
Machine Learning
project
Understanding Subscription Behaviors
- IntermediateSkill Level
- 4.4+
- 188
Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.
Data Manipulation
project
Analyze Your Stock Portfolio for Risks and Returns
- IntermediateSkill Level
- 3.8+
- 187
Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.
Applied Finance
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
Exploring Londons Travel Network
- BeginnerSkill Level
- 4.3+
- 184
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Engineering, Data Warehouse
project
Social Networks: A Twitter Network Analysis
- IntermediateSkill Level
- 4.2+
- 181
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
Exploratory Data Analysis
project
Tech Talent Recruiting with Regex
- BeginnerSkill Level
- 4.0+
- 180
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
Reveal Categories Found in Data
- IntermediateSkill Level
- 4.0+
- 174
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
project
Image Processing for Object Detection Models
- IntermediateSkill Level
- 4.8+
- 169
Building an image processing pipeline for data augmentation.
Data Visualization, Data Manipulation
project
Analyzing Electric Vehicle Charging Habits
- BeginnerSkill Level
- 4.3+
- 165
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
project
What is Your Heart Rate Telling You?
- IntermediateSkill Level
- 2.0+
- 160
Examine the relationship between heart rate and heart disease using multiple logistic regression.
Data Manipulation, Probability & Statistics, Data Visualization
project
Classifying X-Ray Images using PyTorch
- AdvancedSkill Level
- 4.2+
- 151
Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
Artificial Intelligence
project
Analyzing River Thames Water Levels
- IntermediateSkill Level
- 3.9+
- 143
Apply your data manipulation skills to time series data on water levels of the River Thames.
Python Programming, Data Manipulation
project
Exploring Experimental Design in the Energy Field
- IntermediateSkill Level
- 3.8+
- 138
Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.
Probability & Statistics
project
How Environmental Factors Influence Wildlife Populations
- AdvancedSkill Level
- 4.2+
- 137
Explore habitat data using factor and survival analysis tools.
Probability & Statistics
project
Predict Future Sales of Fast-Food Menu Items
- IntermediateSkill Level
- 3.7+
- 136
Help a fast food chain save money and place more accurate orders by building a model to predict food sales.
Machine Learning
project
Analyzing Super Bowl Viewership and Advertising
- BeginnerSkill Level
- 4.1+
- 135
Explore Super Bowl viewership data in the age of soaring ad costs.
Data Manipulation, Data Visualization
project
Basketball Analytics: Clustering Players by Performance Metrics
- AdvancedSkill Level
- 4.4+
- 129
Cluster NBA players by performance stats in the 2022-2023 season.
Machine Learning
project
Creating Floral Patterns Inspired by Phyllotaxis
- BeginnerSkill Level
- 4.0+
- 120
Use R to make art and create imaginary flowers inspired by nature.
Data Visualization
project
Understanding Search Interest With Google Trends
- IntermediateSkill Level
- 4.0+
- 118
Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.
Data Visualization
project
Optimize Pricing Predictions with Feature Engineering
- IntermediateSkill Level
- 4.8+
- 99
Improve a Car Price prediction model using Feature Engineering tools
Machine Learning
project
Debugging code
- BeginnerSkill Level
- 3.9+
- 95
Debug code to improve the accuracy of sales analytics.
Software Development
project
Analyzing Electric Vehicle Charging Habits
- BeginnerSkill Level
- 4.2+
- 94
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Exploratory Data Analysis
project
Finding Exchange Rates for International Sales
- IntermediateSkill Level
- 3.9+
- 93
Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!
Software Development, Data Manipulation
project
Deciphering Customer Buying Cycles in Grocery Stores
- IntermediateSkill Level
- 4.3+
- 87
Analyze grocery store data to identify shopping patterns and preferences.
Data Manipulation, Software Development
project
Exploring Global Life Expectancy Trends
- IntermediateSkill Level
- 4.0+
- 84
Compare life expectancy across countries and genders with ggplot2.
Data Manipulation, Data Visualization
project
Insights into Bicycle Theft using Visualization
- IntermediateSkill Level
- 4.3+
- 79
Determine the patterns where bike theft is most likely to occur using visualizations.
Data Visualization
project
Predicting Traffic Volume with PyTorch
- IntermediateSkill Level
- 3.9+
- 72
Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.
Artificial Intelligence
project
Personalized Language Tutor
- BeginnerSkill Level
- 3.0+
- 72
Using OpenAI API for text translation, grammar checking, and pronunciation feedback
Artificial Intelligence
project
Predicting Movie Rental Durations
- IntermediateSkill Level
- 4.6+
- 70
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Machine Learning
Showing 30 of 123