Big Data

Table of Contents

• Big Data
• Julia
• R
• Jupyter Notebook
• Apache Spark
• Apache Kafka
• Apache Solr
• Sendence Wallaroo
• Visualization

Big Data

• Awesome Big Data
• Awesome Data Science
• Awesome Hadoop
• Awesome ElasticSearch
• Awesome JSON Datasets
• Big Data University
• The Dirtiest Little Secret about Big Data Jobs
• Scalable Stream Processing - A Survey of Storm, Samza, Spark and Flink
• Google Data Studio
  • beta
• 50+ Data Science, Machine Learning Cheat Sheets, updated
• How Big Data Is Going To Change Over The Next Three Years
• I hate Matlab: How an IDE, a language, and a mentality harm

Julia

• JuliaBox
• Julia: A Fast Language for Numerical Computing
• Julia 0.5 Highlights
• Introduction to Julia Programming Language and its Features

R

• The R Project for Statistical Computing
• Awesome R on GitHub
• sparklyr — R interface for Apache Spark
  • blog
• Tutorial: Scalable R on Spark with SparkR, sparklyr and RevoScaleR
• 18 New Must Read Books for Data Scientists on R and Python
• R exercises
• Running R on Amazon Athena

Jupyter Notebook

• (Julia, Python, R)
• 27 Jupyter Notebook tips, tricks and shortcuts | Jupyter (IPython) notebooks features
• nteract
  • Blueprint for nteract
• The State of Jupyter

Apache Spark

• Awesome Spark
• on gitHub
• https://www.washingtonpost.com/news/the-switch/wp/2016/06/09/this-is-where-the-real-action-in-artificial-intelligence-takes-place/
• https://www.edx.org/course/introduction-apache-spark-uc-berkeleyx-cs105x?gclid=Cj0KEQjwhZm7BRCUyfS6ho2VjOEBEiQAumpGMsxsSGZZuglLa7NEP-oJ6DV397GAeFBkfk4-OukLlTgaAsmS8P8HAQ
• https://www.infoq.com/articles/apache-spark-introduction
• http://www.i-programmer.info/news/197-data-mining/9805-apache-spark-20-technical-preview.html
• https://www.supergloo.com/spark-tutorial/
• https://databricks.com/blog/2016/07/28/continuous-applications-evolving-streaming-in-apache-spark-2-0.html
• https://app.pluralsight.com/library/courses/apache-spark-fundamentals
• 7 Steps to Mastering Apache Spark
• A Powerful Big Data Trio: Spark, Parquet and Avro

Apache Kafka

• Apache Kafka: Online Talk Series
• Building a distributed Runtime for Interactive Queries in Apache Kafka with Vert.x

Apache Solr

• 10 Reasons to Choose Apache Solr Over Elasticsearch

Sendence Wallaroo

• High-throughput, low-latency, resilient, event-by-event data processing framework
• @sendenceeng - Sendence Engineering
• Hello Wallaroo!

---

Visualization

• Metrocosm by @galka_max
• Superset
• [Video] 23 Visualizations and When to Use Them
• The 10 Best Data Visualization Articles of 2016 (and Why They Were Awesome)
• Data is Beautiful on Reddit
  • This is the most beautiful data visualization of all time, according to Reddit
• Visdom - A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy
  • plotly - Visualize Data, Together
  • display - Lightweight browser-based display server for Torch
• Loopy - A tool for thinking in systems
  • on GitHub by NickyCase @ncasenmare
• Confluent Graphs