Big Data Resources and References
"A big data architecture is designed to handle the ingestion, processing, and analysis of data that is too large or complex for traditional database systems." Big data architecture style (Microsoft)
- The Four V's of Big Data (IBM)
- The Definition of Big Data (Oracle)
- Big Data in Science & Problem Solving
- Doug Cutting, ‘father’ of Hadoop, talks about big data tech evolution
- Big Data Facts - AnalyticsWeek
- MapReduce: Simplified Data Processing on Large Clusters ⭐ - Google, Inc.
- 360° View of the Customer
- Predictive Marketing
- Recommendation Engines
- Social Media Analysis and Response
- Preventive Maintenance and Support
- Internet of Things (IoT)
- Security Intelligence
- Anomaly Detection
- ...
- Yelp
- Zomato
- Netflix Harnesses Big Data To Profit From Your Tastes
- How Netflix uses Big Data in practice
- 7 Ways Amazon Uses Big Data to Stalk You
- Google Books Ngram Viewer
- Google Trends
- Why big data can help to keep planes in the air ⭐
- Google Flu Trends Estimates
- Why big data can help to keep planes in the air - Thomas Pohl (January 2015)
- What is a Lakehouse? - databricks (January 2020)
- The Most Practical Big Data Use Cases Of 2016 - Bernard Marr
- Dark Data🗻 - What you know about your data is only the tip of the iceberg.
- What is Apache Hadoop? - John Thuma (July 2018)
- Doug Cutting: The Origins of Hadoop
- Hadoop - reliable, scalable, distributed computing.
- The Google File System - Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung
- Hadoop Courses (Coursera)
- Hadoop Ecosystem
- Hadoop Ecosystem: Hadoop Tools for Crunching Big Data - hedureka.co
- Hadoop Ecosystem and Their Components - data-flair.training
- Apache Spark - A unified analytics engine for large-scale data processing
- Apache Spark Courses (Coursera)
- What is Apache Spark? - John Thuma (June 2018)
- HDInsight - Easy, cost-effective, enterprise-grade service for open source analytics
- Azure regions
- Microsoft Data Center Tour
- Azure Synapse - Azure Synapse Analytics demo videos
- Kafka
- Python
- SQL
- Scala