project
Analyzing Crime in Los Angeles
0.75 hours
18K
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
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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Exploring London's Travel Network
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Browse Projects
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Investigating Netflix Movies
- BeginnerSkill Level
- 4.1+
- 25K
Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.
Data Manipulation, Data Visualization
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Exploring NYC Public School Test Result Scores
- BeginnerSkill Level
- 4.2+
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Use data manipulation and summary statistics to analyze test scores across New York Citys public schools!
Exploratory Data Analysis
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Analyzing Crime in Los Angeles
- IntermediateSkill Level
- 3.6+
- 5.8K
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.
Data Manipulation, Exploratory Data Analysis
project
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.
Python Programming, Machine Learning, Software Development
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Visualizing the History of Nobel Prize Winners
- BeginnerSkill Level
- 4.1+
- 3.6K
Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?
Data Manipulation, Data Visualization
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Exploring Airbnb Market Trends
- IntermediateSkill Level
- 4.3+
- 2.5K
Apply your data importing, cleaning and manipulation skills to explore New York City Airbnb data.
Python Programming, Data Manipulation
project
Cleaning Bank Marketing Campaign Data
- IntermediateSkill Level
- 4.3+
- 2K
Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.
Software Development
project
Creating Functions to Register App Users
- BeginnerSkill Level
- 3.8+
- 1.7K
Define functions to catch errors when new users register for an app!
Software Development
project
Data-Driven Product Management: Conducting a Market Analysis
- BeginnerSkill Level
- 4.0+
- 1.7K
Explore local and global fitness trends to identify product niches. Investigate online interest in gyms, workouts, digital services, and web apps.
Python Programming, Data Manipulation
project
Clustering Antarctic Penguin Species
- IntermediateSkill Level
- 4.4+
- 1.7K
Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering
Machine Learning
project
Hypothesis Testing with Mens and Womens Soccer Matches
- IntermediateSkill Level
- 4.1+
- 1.6K
Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!
Probability & Statistics
project
Customer Analytics: Preparing Data for Modeling
- IntermediateSkill Level
- 4.1+
- 1.6K
Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!
Data Manipulation
project
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
project
Building a Retail Data Pipeline
- IntermediateSkill Level
- 3.8+
- 1.2K
Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!
Python Programming, Data Manipulation, Data Engineering
project
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
project
Predicting Credit Card Approvals
- IntermediateSkill Level
- 4.2+
- 1.1K
Build a machine learning model to predict if a credit card application will get approved.
Python Programming, Machine Learning
project
Whats in an Avocado Toast: A Supply Chain Analysis
- BeginnerSkill Level
- 4.2+
- 964
Conduct a supply chain analysis of the ingredients used in an avocado toast to gain an understanding of the complex supply chain involved.
Python Programming, Data Manipulation
project
Performing a Code Review
- IntermediateSkill Level
- 4.1+
- 844
Review a data analysis workflow for adherence to Python standards and best-practices.
Software Development, Data Engineering
project
Getting a Good Nights Sleep
- BeginnerSkill Level
- 4.4+
- 807
Dive into sleep data and gain insights about factors that impact sleep quality
Data Manipulation, Exploratory Data Analysis
project
Debugging a Sales Data Workflow
- BeginnerSkill Level
- 3.8+
- 670
Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!
Data Manipulation
project
Extracting TV Data Insights
- BeginnerSkill Level
- 4.1+
- 669
Use data manipulation and visualization to explore a television broadcast dataset from the Super Bowl.
Data Manipulation
project
Building RAG Chatbots for Technical Documentation
- IntermediateSkill Level
- 3.4+
- 651
Implement retrieval augmented generation (RAG) with LangChain to create a chatbot for answering questions about technical documentation.
Artificial Intelligence
project
Analyzing Car Reviews with LLMs
- AdvancedSkill Level
- 3.5+
- 609
Use LLMs to solve diverse language tasks for a car dealership company.
Artificial Intelligence
project
Will This Customer Purchase Your Product?
- IntermediateSkill Level
- 4.1+
- 575
Analyze online shopping habits: returning vs. new customers using statistics & probability techniques!
Probability & Statistics
project
Building a Calorie Intake Calculator
- BeginnerSkill Level
- 4.1+
- 559
Develop a new app feature with your Python skills to calculate calories and nutrition values from user input.
Software Development
project
Hypothesis Testing in Healthcare
- IntermediateSkill Level
- 3.5+
- 555
Perform hypothesis tests to determine if the adverse effects of a pharmaceutical drug are significant!
Python Programming, Data Manipulation, Probability & Statistics
project
Interstellar Delivery: Mastering Datetime in Python
- IntermediateSkill Level
- 4.3+
- 530
Manipulate date and time using Python
Software Development
project
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
- 4.3+
- 497
Explore facial recognition with ML by distinguishing Arnold Schwarzenegger from others using Python and scikit-learn.
Machine Learning
project
Building Financial Reports
- IntermediateSkill Level
- 4.1+
- 446
Ready to analyze and visualize financial ratios? In this project, you will take on real-world challenges like evaluating the profitability and leverage of companies across industries.
Applied Finance