Unstructured Data
release 1.0
release 1.0master
release 1.0
release 1.0master
  • MSBX 5420 - Spring 2019
  • Course Information
    • Disability Services
    • Course Materials
    • Course Outline
    • Course Objectives
    • Grading
    • Untitled
    • Classroom Behavior
    • Academic Integrity
    • Discrimination and Harassment
    • Schedule
    • Policy Regarding Religious Observances
  • Homework
    • Week 3
  • Python
  • Learning Enviornment
    • Git
      • Install Git for MacOS
      • Install Git for Linux
      • Install Git for Windows
    • Docker
      • Install Docker for MacOS
      • Install Docker for Linux
      • Install Docker for Windows
    • Vagrant
      • Install Vagrant on Mac
    • VirtualBox
      • Install local VM
      • Install VirtualBox on Mac
    • Virtual Environment
    • Autograder
  • Scale, Scale, Scale ...
  • Hadoop Ecosystem
    • Operating Systems
    • HDFS
      • Install HDFS
      • Working with HDFS
    • MapReduce
    • Hive
    • Pig
  • Functional Programming
    • Lambda Expressions
    • Map Abstraction
    • Filter Abstraction
    • Reduce Abstraction
  • Apache Spark Ecosystem
    • Architecture
    • Installation and Getting Started
    • Starting Your Spark Notebook
    • Programming with RDDs
    • Spark SQL
    • Spark DataFrames
    • Spark Streaming
      • Spark Streaming with TCP
      • Spark Streaming with Windows
    • Resources
      • Mastering Apache Spark 2.3.2
  • Apache Kafka
    • APIs
    • Installation and Getting Started
    • Lab - Confluent on the VM
    • Resources
      • Oracle - Introduction to Steam Processing
      • IBM - An introduction to Kafka
      • Confluent - Making Sense of Stream Processing
      • Kafka: The Definintive Guide
      • Kafka, Samza, and the Unix philosophy of distributed data
  • ElasticSearch and Kabana
  • Reference
    • Reference Material
      • Pandas Cheat Sheet
      • Pandas
      • NumPy
      • Matplotlib
      • Scikit-Learn
      • Docker
      • Jupyter Notebooks
      • Apache Spark
        • Apache Spark
        • Apache Spark RDD Guide
        • Apache Spark SQL and DataFrames
        • Apache Spark Streaming
      • Apache Kafka
        • Apache Kafka
        • Apache Kafka Streams
      • Streaming
        • Streaming 101: The world beyond batch
        • Streaming 102: The world beyond batch
        • Apache Structured Streaming Programming Guide
        • Streaming SQL for Apache Kafka
      • Apache ElasticSearch for Hadoop
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