project
Analyzing Crime in Los Angeles
0.75 hours
18.2K
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
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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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Predictive Modeling for Agriculture
- IntermediateSkill Level
- 4.3+
- 3.7K
Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.
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Clustering Antarctic Penguin Species
- IntermediateSkill Level
- 4.4+
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Modeling Car Insurance Claim Outcomes
- IntermediateSkill Level
- 4.4+
- 1.4K
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
Machine Learning, Probability & Statistics
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Predicting Movie Rental Durations
- IntermediateSkill Level
- 4.1+
- 1.2K
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Machine Learning
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Predicting Credit Card Approvals
- IntermediateSkill Level
- 4.2+
- 1K
Build a machine learning model to predict if a credit card application will get approved.
Python Programming, Machine Learning
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Predict Energy Consumption
- IntermediateSkill Level
- 4.4+
- 853
Use regression and machine learning models to predict daily power consumption based on temporal factors.
Machine Learning
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Building an E-Commerce Clothing Classifier Model
- IntermediateSkill Level
- 3.9+
- 533
Automate e-commerce processes with image classification.
Machine Learning, Artificial Intelligence
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From Data to Dollars - Predicting Insurance Charges
- IntermediateSkill Level
- 4.0+
- 504
Join us at a leading insurance company, where well craft a model to predict customer charges and test it with new client data
Machine Learning
project
Facial Recognition with Supervised Learning
- IntermediateSkill Level
- 4.4+
- 495
Explore facial recognition with ML by distinguishing Arnold Schwarzenegger from others using Python and scikit-learn.
Machine Learning
project
Building a Demand Forecasting Model
- AdvancedSkill Level
- 4.0+
- 474
Use PySpark to build an e-commerce forecasting model!
Machine Learning
project
Predicting Temperature in London
- AdvancedSkill Level
- 4.5+
- 375
Perform a machine learning experiment to find the best model that predicts the temperature in London!
Machine Learning
project
Assessing Customer Churn Using Machine Learning
- IntermediateSkill Level
- 3.7+
- 369
Build models predicting customer churn for Indian telecom customers.
Data Manipulation, Machine Learning
project
Monitoring A Financial Fraud Detection Model
- AdvancedSkill Level
- 4.6+
- 356
Help the bank monitoring their fraud detection model and figuring out why its not performing as expected.
Machine Learning
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Taxi Route Optimization with Reinforcement Learning
- IntermediateSkill Level
- 4.1+
- 345
Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.
Machine Learning, Artificial Intelligence
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Building an E-Commerce Clothing Classifier Model with Keras
- IntermediateSkill Level
- 4.0+
- 325
Automate e-commerce processes with image classification.
Machine Learning, Artificial Intelligence
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Assessing the Effectiveness of Medical Treatments
- AdvancedSkill Level
- 4.3+
- 297
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
Machine Learning, Probability & Statistics
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Modeling Car Insurance Claim Outcomes
- IntermediateSkill Level
- 4.2+
- 254
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
Machine Learning
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What Makes a Good Book?
- IntermediateSkill Level
- 3.9+
- 248
Generate features from text and numeric variables to predict the popularity of books.
Machine Learning
project
Service Desk Ticket Classification with Deep Learning
- AdvancedSkill Level
- 4.1+
- 233
Use deep learning to automate the classification of service desk tickets.
Machine Learning, Artificial Intelligence
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Reveal Categories Found in Data
- IntermediateSkill Level
- 4.5+
- 197
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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Combating Subscriber Churn with Targeted Marketing
- IntermediateSkill Level
- 4.4+
- 188
Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.
Machine Learning
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Analyzing Customer Support Calls
- AdvancedSkill Level
- 4.3+
- 156
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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Basketball Analytics: Clustering Players by Performance Metrics
- AdvancedSkill Level
- 3.7+
- 145
Cluster NBA players by performance stats in the 2022-2023 season.
Machine Learning
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Predict Future Sales of Fast-Food Menu Items
- IntermediateSkill Level
- 4.0+
- 133
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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Predicting Movie Rental Durations
- IntermediateSkill Level
- 4.5+
- 87
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Machine Learning
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Optimize Pricing Predictions with Feature Engineering
- IntermediateSkill Level
- 3.9+
- 86
Improve a Car Price prediction model using Feature Engineering tools
Machine Learning