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Sai Vineeth Grandhi's Projects

advanced_regression icon advanced_regression

Building an Advanced Regression Model in order to get the best features in order to predict the Sales Price of a House.

bike_rental_count icon bike_rental_count

Building a Supervised Linear Regression Machine Learning model for predicting the demand for the shared bikes. The accuracy of the built model is 74% for the test data.

countries_clustering icon countries_clustering

Building an Unsupervised Clustering Machine Learning model for clustering the countries which are in need for the financial aid by the NGO Company. By performing clustering techniques like K-Means & Hierarchical Clustering, got the optimal number of clusters as 3.

credit_defaulters icon credit_defaulters

Developing a basic understanding of risk analytics in banking & financial services and understand how to minimize the risk of loosing money while lending to customers by performing Exploratory Data Analysis.

eyeforblind icon eyeforblind

Creating a deep learning model which can explain the contents of an image in the form of speech through caption generation with an attention mechanism on Flickr8K dataset.

lead_scoring icon lead_scoring

Building a Supervised Logistic Regression Machine Learning model for classifying the conversion leads for an educational platform. The accuracy of the built model is 77% & the recall factor is 73%.

skincancercnn icon skincancercnn

To build a CNN-based model which can accurately detect melanoma.

supervised_ml icon supervised_ml

Predict the percentage of a student based on the no. of study hours.

telecom_churn icon telecom_churn

To build a Classification model in order to predict the Customer Churn.

unsupervised_ml icon unsupervised_ml

To find the number of optimal number of clusters for the given dataset.

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