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mdivk's Projects

openflights icon openflights

Website for storing flight information, rendering paths on a zoomable world map and calculating statistics, with plenty of free airline, airport and route data.

pipeline icon pipeline

PipelineAI: End-to-End ML and AI Platform for Real-time Spark and Tensorflow Data Pipelines

practical-machine-learning-with-python icon practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

pyspark icon pyspark

A practice of using python on spark platform

rtfap2 icon rtfap2

Real-Time Fraud Analysis and Prevention Using Kafka, Spark and Cassandra with a nodejs ReST Server

scala icon scala

This is the scala practice repository

search-stack icon search-stack

Appleseed Search Stack Docker composition. Uses Solr, Elasticsearch, MongoDB, Mono, DotNet, ASPNet, NGINX, MySQL, PostgreSQL

solr icon solr

This is a demo on how to leverage Solr on a customized Full Text Searching specifically to two trading data formats (XML and FIX)

spark-solr icon spark-solr

Tools for reading data from Solr as a Spark RDD and indexing objects from Spark into Solr using SolrJ.

sparkonkudu icon sparkonkudu

Based off the design of SparkOnHBase. This Repo will support Spark, Spark Streaming, and Spark SQL integration with Kudu.

stock-market-prediction-using-natural-language-processing icon stock-market-prediction-using-natural-language-processing

We used Machine learning techniques to evaluate past data pertaining to the stock market and world affairs of the corresponding time period, in order to make predictions in stock trends. We built a model that will be able to buy and sell stock based on profitable prediction, without any human interactions. The model uses Natural Language Processing (NLP) to make smart “decisions” based on current affairs, article, etc. With NLP and the basic rule of probability, our goal is to increases the accuracy of the stock predictions.

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