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Analyzing Crime in Los Angeles
0.75 hours
18.3K
Projects
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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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Browse Projects
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Assessing Customer Churn Using Machine Learning
- IntermediateSkill Level
- 3.7+
- 370
Build models predicting customer churn for Indian telecom customers.
Data Manipulation, Machine Learning
project
Word Frequency in Moby Dick
- IntermediateSkill Level
- 3.7+
- 357
Use web scraping and NLP to find the most frequent words in classic literature: Herman Melvilles novel, Moby Dick.
Python Programming, Software Development
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
project
Enriching Stock Market Data using the OpenAI API
- BeginnerSkill Level
- 3.6+
- 354
Use OpenAIs powerful API to enrich and summarize stock market data.
Applied Finance, Artificial Intelligence
project
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
project
Examining the History of Lego Sets
- BeginnerSkill Level
- 4.0+
- 345
Use a variety of data manipulation techniques to explore different aspects of Legos history.
Data Manipulation
project
Developing Multi-Input Models For OCR
- IntermediateSkill Level
- 4.4+
- 343
Develop a multi-input model to classify characters from scanned documents.
Artificial Intelligence
project
Building an E-Commerce Clothing Classifier Model with Keras
- IntermediateSkill Level
- 4.0+
- 327
Automate e-commerce processes with image classification.
Machine Learning, Artificial Intelligence
project
Exploring Londons Travel Network
- BeginnerSkill Level
- 4.4+
- 325
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Engineering, Data Warehouse
project
Understanding Subscription Behaviors
- IntermediateSkill Level
- 4.3+
- 323
Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.
Data Manipulation
project
Topic Analysis of Clothing Reviews with Embeddings
- IntermediateSkill Level
- 4.0+
- 317
Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.
Artificial Intelligence
project
Generating Keywords for Search Campaigns
- BeginnerSkill Level
- 4.1+
- 310
Automatically generate keywords for a search engine marketing campaign using Python to send website visitors to the right landing page.
Data Manipulation
project
Inspecting Electric Vehicle Charging Trends
- IntermediateSkill Level
- 3.9+
- 305
Chart electric vehicle charging trends to inform strategic planning.
Data Manipulation, Data Visualization
project
Assessing the Effectiveness of Medical Treatments
- AdvancedSkill Level
- 4.3+
- 302
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
Machine Learning, Probability & Statistics
project
Uncovering the Worlds Oldest Businesses
- IntermediateSkill Level
- 3.3+
- 294
Use joining techniques to discover the oldest businesses in the world.
Data Manipulation
project
Detect Traffic Signs with Deep Learning
- AdvancedSkill Level
- 4.5+
- 290
Enhancing Transportation Safety through Traffic Sign Detection
Artificial Intelligence
project
Exploring Londons Travel Network
- BeginnerSkill Level
- 4.3+
- 290
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Engineering, Data Warehouse, Exploratory Data Analysis
project
Stock Trading Simulation with Gymnasium
- AdvancedSkill Level
- 4.4+
- 285
Train a simple reinforcement learning agent in stock trading simulation.
Artificial Intelligence
project
Building Core Sign-Up Functions to Help Validate New Users
- BeginnerSkill Level
- 4.1+
- 273
Create custom Python functions to validate user input!
Software Development
project
Organizing Medical Transcriptions with the OpenAI API
- IntermediateSkill Level
- 4.7+
- 262
Extract structured data from unstructured natural language in medical transcriptions using the OpenAI API.
Artificial Intelligence
project
Building a Retail Inventory Management System
- AdvancedSkill Level
- 3.6+
- 261
Develop an inventory management system for a retail business using OOP in Python.
Software Development
project
Modeling Car Insurance Claim Outcomes
- IntermediateSkill Level
- 4.2+
- 255
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
Machine Learning
project
What Makes a Good Book?
- IntermediateSkill Level
- 3.9+
- 255
Generate features from text and numeric variables to predict the popularity of books.
Machine Learning
project
Classifying X-Ray Images using PyTorch
- AdvancedSkill Level
- 4.3+
- 250
Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
Artificial Intelligence
project
Service Desk Ticket Classification with Deep Learning
- AdvancedSkill Level
- 4.0+
- 238
Use deep learning to automate the classification of service desk tickets.
Machine Learning, Artificial Intelligence
project
Debugging Code
- BeginnerSkill Level
- 3.8+
- 238
Debug code to improve the accuracy of sales analytics.
Software Development
project
Visualizing the History of Nobel Prize Winners
- BeginnerSkill Level
- 3.4+
- 234
Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?
Data Manipulation, Data Visualization
project
Compare Baseball Player Statistics using Visualizations
- IntermediateSkill Level
- 4.0+
- 226
Use MLBs Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
Data Visualization
project
Dr. Semmelweis and the Importance of Handwashing
- IntermediateSkill Level
- 4.2+
- 217
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Probability & Statistics
project
Finding Exchange Rates for International Sales
- IntermediateSkill Level
- 4.1+
- 216
Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!
Software Development, Data Manipulation