PySpark-Tutorial provides basic algorithms using PySpark
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Jan 20, 2023 - Jupyter Notebook
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spark-dataframes
Here are 44 public repositories matching this topic...
Plain Stock Close-Price Prediction via Graves LSTM RNNs
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Feb 15, 2021 - Java
Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University
big-data apache-spark algorithms glossary data-transformation pyspark data-engineering partitioning-algorithms monoid data-analysis mapreduce spark-dataframes data-algorithms apache-hadoop data-partition mapreduce-algorithm santa-clara-university spark-rdd mapreduce-python pyspark-algorithms-book
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Dec 3, 2024 - HTML
Data cleaning, pre-processing, and Analytics on a million movies using Spark and Scala.
scala movies big-data spark hadoop analytics movielens-data-analysis shell-script dataframes movielens-dataset rdd case-study spark-sql spark-programs spark-dataframes big-data-analytics spark-scala big-data-projects spark-rdd
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May 19, 2021 - Scala
Apache Spark is a fast, in-memory data processing engine with elegant and expressive development API's to allow data workers to efficiently execute streaming, machine learning or SQL workloads that require fast iterative access to datasets.This project will have sample programs for Spark in Scala language .
streaming consumer parquet kafka-producer spark-sql spark-kafka-integration spark-streaming-data spark-transformations spark-to-cassandra-connection spark-dataframes spark-joins spark-hive-context spark-jdbc-connection spark-with-mangodb spark-aggregations-using-dataframe spark-use-cases cassandra-installation spark-datadog spark-mangodb spark-catalog-api
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Nov 16, 2022 - Scala
This repository contains Spark, MLlib, PySpark and Dataframes projects
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Oct 22, 2017 - Jupyter Notebook
Various data stream/batch process demo with Apache Scala Spark 🚀
docker dockerfile scala twitter spark apache-spark sbt pipeline stream-processing sbt-plugin spark-streaming sbt-assembly spark-sql spark-dataframes spark-batch spark-rdd
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Feb 28, 2020 - Scala
Create Data Lake on AWS S3 to store dimensional tables after processing data using Spark on AWS EMR cluster
apache-spark aws-s3 aws-emr pyspark data-engineering data-lake json-format udacity-nanodegree spark-dataframes dimensional-model star-schema etl-pipeline
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Oct 10, 2019 - Python
Apache Spark Basics - Java Examples
java spark apache-spark hadoop hdfs sparkjava spark-java rdd sparkcontext spark-transformations spark-dataframes flatmap spark-example learn-spark spark-actions spark-basics javardd
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Sep 9, 2016 - Java
A library having Java and Scala examples for Spark 2.x
scala spark apache-spark spark-streaming java-8 rdd spark-sql spark-mllib spark-dataframes spark-ml knoldus spark-dataset spark-structured-streaming
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Dec 29, 2016 - Java
Spark BigQuery Parallel
bigquery spark apache-spark pyspark google-cloud-platform spark-sql spark-dataframes spark-scala pyspark-python
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Jan 24, 2019 - Scala
This project utilizes PySpark DataFrames and PySpark RDD to implement item-based collaborative filtering. By calculating cosine similarity scores or identifying movies with the highest number of shared viewers, the system recommends 10 similar movies for a given target movie that aligns users’ preferences.
python spark apache-spark collaborative-filtering pyspark movie-recommendation spark-dataframes spark-rdd
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Jun 29, 2024 - Jupyter Notebook
Big Data - Split a large CSV file into N smaller ones and save them into the local disk
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Nov 3, 2018 - Scala
BCG GAMMA CASE STUDY
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Jan 27, 2023 - Jupyter Notebook
Use this project to join data from multiple csv files. Currently in this project we support one to one and one to many join. Along with this you can find how to use kafka producer efficiently with spark.
java kafka spark kafka-producer one-to-many spark-java spark-sql spark-kafka-integration spark-dataframes spark-csv apachespark spark-kafka kafka-spark one-to-many-join one-to-one-join kafka-producer-spark one-to-many-joins-spark join-apache-spark kafka-with-spark integrate-kafka-spark
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Jul 1, 2022 - Java
Data Science and Engineering project - Programming for Big Data @ Simon Fraser University (SFU)
aws data-science data big-data spark aws-lambda aws-s3 bigdata data-visualization python3 aws-emr data-engineering aws-dynamodb spark-sql spark-mllib spark-dataframes
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Jan 2, 2023 - Jupyter Notebook
Pyspark serves as a Python interface to Apache Spark, enabling the execution of Python and SQL-like instructions for the manipulation and analysis of data within a distributed processing framework.
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Dec 12, 2023 - Jupyter Notebook
Repository for Spark structured streaming use case implementations.
scala kafka apache-spark spark-streaming spark-dataframes spark-streaming-kafka spark-structured-streaming
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Apr 13, 2020 - Scala
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