Featured Projects
Loan Prediction
- Featured Skills: Data wrangling, Classification, Model Evaluation
The client is a bank looking to predict default outcomes for new loans. The client's business goal is to improve it's decision-making criteria for approving new loans. Our model will predict an outcome of 1 for Fully Paid loans, and 0 for Charged Off loans. We will evaluate our model based on Accuracy and Recall , to measure the model's ability to identify the loans that will be Charged Off (Default)
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Twitter Feeds
- Featured Skills: Twitter API's, Sentiment Analysis, Classification
This project consists of performing a Sentiment Analysis using Twitter API's. The objectives are to first GATHER TWEETS using Twitter's API; and then to CLASSIFY them as positive or negative.
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Product Purchases Recommendation System
- Featured Skills: Recommendation Systems, Item-Based Collaborative Filtering, Cosine Similarity
This project's goal is to increase sales by recommending products that users are likely to purchase, based on previous purchases. Objectives include finding the most popular products, and calculating similarity between products. Please note that the first notebook showcases model building, and the second one contains data exploration
Check out Model Building Check out Data ExplorationProject Title
- Featured Skills
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