Hi, I'm Pranjal Rastogi

Developer | Writer | Data Scientist


This Project is regarding the Machine learning applications, that I have developed during college period. Some of these have been successfully converted into web applications using Flask framework and Python language, while others can be interacted using Jupyter Notebook. It includes algorithms like Text and Image Classification, Prediction and Regression, Sentiment analysis, Prediction using Neural Networks and many more.

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Else, Visit my developer portfolio here!!

Projects

Amazon Apparel Recommendation

Recommending similar products on e-commerce websites with Amazon product advertising API

Uses: Python, Bag of Words Model, TF-IDF, Word2Vec, NLP

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Dominant Color Extraction

To Extract the K Dominant Colors from the image and then re-colorized it using them.

Uses: Python, ML(K-Means), OpenCV

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Spam or Ham

Uses: Python, Naive-Bayes, Flask, Word2Vec

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Identify the Flower

Uses: Python, KNN, SVM, Flask

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Handwritten Digits Classifier

Uses: Python, KNN, Tensorflow

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Google Language API

Uses: Python, API

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Movies Recommendation

Uses:Python, Tensorflow, Matrix Vector Product

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IRIS Species Classifier

Uses: Python, KNN, SVM, Flask

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Sentiment Analysis

Uses: Python, Bag of Words Model, Word2Vec, NLP

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Natural Language Tool Kit

Uses: Python, NLP, NLTK

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More projects to be added soon. To view complete list of project, visit GitHub repository.

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