Big Data

Πανεπιστήμιο Ιωαννίνων - Τμήμα Πληροφορικής και Τηλεπικοινωνιών

Γκόγκος Χρήστος - Άρτα

τελευταία ενημέρωση: 1/6/2022

Παρουσιάσεις

• Big Data
• UBER - BIG DATA CASE STUDY
• Apache Hadoop
  • Κώδικας & σχόλια
• Παραδείγματα Map Reduce
  • Κώδικας & σχόλια
• Apache Spark
  • Κώδικας & σχόλια - Java Magazine May-June 2016
  • Κώδικας & σχόλια - MapR Getting started with Apache Spark

MOOCs

• Udacity - Intro to Hadoop and Map Reduce
• Coursera - Data Science at scale (Week3: MapReduce and Parallel Dataflow Programming)
• FutureLearn - Managing Big Data with R and Hadoop

Ενδιαφέροντες σύνδεσμοι

• Big Data
  • Big Data infographic
  • The 3Vs of Big Data
  • Not Everything is Big Data
    • Κώδικας & σχόλια
• Apache Hadoop - MapReduce
  • MapR - The Executive’s Guide to Big Data and Apache Hadoop
  • Introduction to batch processing – MapReduce
  • https://hadoopproject.com/hadoop-projects/
• Apache Spark
  • How to install Spark on Ubuntu
  • http://go.databricks.com/7-steps-for-a-developer-to-learn-apache-spark
  • Databricks: A gentle intro to Apache Spark
  • pyspark jupyter notebooks
    • https://www.sicara.ai/blog/2017-05-02-get-started-pyspark-jupyter-notebook-3-minutes
    • https://github.com/jadianes/spark-py-notebooks
  • R notebooks
    • Mastering Spark with R
    • https://github.com/jadianes/spark-r-notebooks