amit-kamat/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.

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amit-kamat/Globetrotter

A web app to inform the user about the weather data along the GPS route. Developed using Django and Google maps API.

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amit-kamat/Pub-Sub-Docker

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

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amit-kamat/Social-Graph

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amit-kamat/Word-counting-hadoop

A coherent introduction to the Hadoop environment and HDFS.

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amit-kamat/stanford-ml

Projects undertaken to develop knowledge on various ML techniques

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amit-kamat/Sparking

Python notebooks to demonstrate working with Apache Spark

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amit-kamat/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.

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amit-kamat/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.

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amit-kamat/Machine-Learning-Exercises

A collection of Assignments undertaken to understand Machine Learning concepts.

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amit-kamat/Deep-Learning

Implementation of deep-learning techniques using the textbook: "Deep Learning in Python".

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amit-kamat/Classroom-Scheduling

Explaining usage of classroom spaces and trending subjects using classroom usage data.

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amit-kamat/Data-Mining

Exercises completed during the coursework of Statistical Data Mining class

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amit-kamat/Airline-Timeliness

EDA on Airline On-Time Performance on 2013 data

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amit-kamat/openpose

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

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amit-kamat/odsceast18

Blockchain for Data Science and Data Governance

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amit-kamat/labs

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

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amit-kamat/catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

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amit-kamat/awesome

:sunglasses: Curated list of awesome lists

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amit-kamat/art-of-node

:snowflake: a short introduction to node.js

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