Real-time Machine Learning with Apache Spark on Twitter Public Stream
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Apr 27, 2017 - Python
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sparkstreaming
Here are 11 public repositories matching this topic...
A Simple Real-Time Detector of DDOS Attacks with Apache Kafka And Spark Streaming
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Apr 5, 2017 - Python
A real-time sales data analysis Application using Spark Structured Streaming, Kafka as a messaging system, PostgreSQL as a storage for processed data, and Superset for creating a dashboard.
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Nov 26, 2023 - Python
A Realtime Stock Portfolio Manager built using Apache Distributed Technologies!
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Apr 10, 2017 - Python
Big Data Project - SSML - Spark Streaming for Machine Learning
machine-learning big-data spark apache-spark correlation pipeline spark-streaming naive-bayes-classifier sparksql kmeans-clustering multilayer-perceptron-network sparkstreaming multinomial-naive-bayes sparkmllib accuracy-metrics minmaxscalar minibatchkmeans-clustering classificationreport
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Dec 31, 2021 - Python
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Apr 3, 2018 - Python
Track trending hashtags on Twitter in real time.
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Sep 25, 2020 - Python
a streaming app and a dashboard for visualizing cryptocurrency data fetched from the CoinGecko API. The streaming app retrieves real-time cryptocurrency information using Spark Streaming and stores it in a PostgreSQL database.
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Dec 4, 2023 - Python
Big data computing tasks conducted with PySpark. The problems involve MapReduce and Streaming algorithms.
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May 30, 2024 - Python
Developed a real-time streaming analytics pipeline using Apache Spark to calculate and store KPIs for e-commerce sales data, including total volume of sales, orders per minute, rate of return, and average transaction size. Used Spark Streaming to read data from Kafka, Spark SQL to calculate KPIs, and Spark DataFrame to write KPIs to JSON files.
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Oct 15, 2023 - Python
This project gets data from Spotify API , ingests into kafka for streaming and processes it through spark streaming. All this is done on Azure.
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May 6, 2024 - Python
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