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Amit's Projects

map-reduce-ukraine icon map-reduce-ukraine

This project aggregates trending data from Ukraine based Twitter accounts. The raw aggregated data is cleansed before analysis using some Big-data methods. The purpose of this project is to familiarize myself with the workings of Hadoop for HDFS and Map-Reduce infrastructure.

medical-classification-codes icon medical-classification-codes

A simple web app that shows how Watson's Natural Language Classifier (NLC) can classify ICD-10 code. The app is written in Python using the Flask framework and leverages the Watson Developer Cloud Python SDK https://developer.ibm.com/patterns/cl…

nlc-icd10-classifier icon nlc-icd10-classifier

A simple web app that shows how Watson's Natural Language Classifier (NLC) can classify ICD-10 code. The app is written in Python using the Flask framework and leverages the Watson Developer Cloud Python SDK

nyt-article-classification icon nyt-article-classification

A project to classify NYT articles based on the content. Uses Naive Bayes Classifiers and Neural Network. Compares the performances of the Classifiers.

odsceast18 icon odsceast18

Blockchain for Data Science and Data Governance

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pub-sub-docker icon pub-sub-docker

Implementing a Pub/Sub messaging system, in the vein of RabbitMQ, Apache Kafka.

python-programming icon python-programming

Repository to store all the solutions I came up with on Hackerrank under Python

recommender-system icon recommender-system

Santander Bank's data is analysed to predict which products their existing customers will use in the next month based on their past behavior and that of similar customers.

stanford-ml icon stanford-ml

Assignments and resources pertaining to the Stanford coursera course for Machine Learning

start-machine-learning icon start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

winutils icon winutils

Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)

workshop icon workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

yelp_dataset icon yelp_dataset

Exploratory data analysis and visualization on Yelp Dataset

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