Labs for the course "Big Data: architectures and data analytics" @ Politecnico di Torino a.y. 2021/22
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Updated
Jan 4, 2022 - Java
Labs for the course "Big Data: architectures and data analytics" @ Politecnico di Torino a.y. 2021/22
The current repository contains all the code developed during the Big Data processing and Analytics laboratories. Data are processed and analyzed using Hadoop and Spark
ML component of the project, which is written with Spark ML.
Extract sentiment from real time twitter data and correlate it with the stock prices from the yahoo finance API. Train a classifier using the data from both sources to sketch the correlation between them and then use the same to predict future trends based on the sentiment identified at that time.
This is an example to show how Spark ML could be used to predict response time of a service for a server-side application
POC of socring rest service od Spark ML Pipelines
Embeding the machine learning from spark-mllib into Springboot to provide house price prediction API
Java program to detect spam emails using Spark MLib & Logistic Regression
Wuzzuf data analysis, visualization and apply k-Mean algorithm using Spark-java
Big Data projects for beginners
Solving Big Data Problems using Spark framework in Java. Running the Project on HDFS clusters (BigData@Polito) to get the results.
Trabajo fin Programa Experto en Big Data: Procesar set de imágenes de MIRFLICKR en Spark TendorFlow Inception y entrenar modelo para inferencia de etiquetas. Clasificación de imágenes subidas a Twitter con Storm.
Playing with Spark using Java
The source code developed and used for the purposes of my thesis with the same title under the guidance of my supervisor professor Vasilis Mamalis for the Department of Informatics and Computer Engineering of the University of West Attica.
Apache Spark Machine Learning - Java Examples
A library having Java and Scala examples for Spark 2.x
Code samples, summaries, cheatsheets and other study material for Hadoop MapReduce and Apache Spark
Movie recommendation using apache spark
商品关联关系挖掘,使用Spring Boot开发框架和Spark MLlib机器学习框架,通过FP-Growth算法,分析用户的购物车商品数据,挖掘商品之间的关联关系。项目对外提供RESTFul接口。
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