Data Analysis Projects
Cyclistic Bike-Share Insights
Exploring customer behavioral patterns to discern effective strategies for increasing subscriptions.
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Amazon Food Reviews
Assessing ratings & reviews for a subset of the food products on Amazon.
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Bank Customer Churn Prediction
Detecting clients that are likely to leave using machine learning models.
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Market Basket Analysis
Using association-rule mining (apriori algorithm) to identify opportunities for cross-selling.
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Asian Restaurant Reviews
Comparing product ratings across 3 review platforms (Google, Yelp! and DoorDash).
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Email Spam Detection
Identifying the properties of junk mail using exploratory data analysis and machine learning.
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Breast Cancer Detector
Predict whether breast tissue samples in histopathological images are benign or malignant (cancerous).
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Automated EDA (eda-report)
Automatically analyse data, and generate a comprehensive exploratory data analysis report in Word ('.docx') format.
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Time Series App
Experiment with time series analysis concepts. Anyone can upload data, and even interactively create samples to process.
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Sentiment Analysis App
Predict the general feeling in text content using the traditional bag-of-words technique with Scikit-learn© models.
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Probability Distribution Sampler
Explore some of the most common Probability Distributions, and view their properties through statistical graphs.
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Named Entity Extractor
Extract useful information from documents in various typical file formats, using the spaCy© Natural Language Processing library.
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Data Analysis
Machine Learning
Big Data
Programming
Web Development
