Big data analysis
Big data analysis refers to the analysis of huge data. Big data can be summarized into five V’s: large volume, high speed, multiple types, value and authenticity.
Big data is the most popular word in the IT industry at present, and the following data warehouse, data security, data analysis, data mining and other uses around the business value of big data have gradually become the focus of profits that industry people are eager to pursue. With the advent of the era of big data, big data analysis also came into being.
Front-end Presentation
- The front-end open source tools used for presentation and analysis include JasperSoft, Pentaho, Spagobi, Openi, Birt, etc
- The commercial analysis tools used for presentation and analysis include Style Intelligence, RapidMiner Radoop, Cognos, BO, Microsoft Power BI, Oracle, Microstrategy, QlikView, and Tableau.
- Teradata AsterData, EMC GreenPlus, HP Vertica, etc
Analysis Steps
- Analytic Visualizations
- Data Mining Algorithms
- Predictive Analytic Capabilities
- Semantic Engines
- Data Quality and Master Data Management
- Data warehouse
Development Status
- Hadoop HDFS, Hadoop MapReduce, HBase, Hive, Spark and Flink were gradually born, and the early Hadoop ecosystem was gradually formed
- Hypertable is an alternative. It exists outside the Hadoop ecosystem, but there were some users.
Brazil World Cup relations
Unlike the previous World Cup, data analysis [4] has become a highlight outside the Brazil World Cup. With the hard competition of players on the field, Big Data is also fully interpreting the analysis story behind the World Cup. The German team, which has always been famous for its rigor, introduced a football solution that deals with big data, analyzed the game data, optimized the team configuration, and found the “winning” way of the game by analyzing the opponent’s data; Google, Microsoft, Opta and others forecast the results of the game through big data analysis.. Big data not only became the “12th person” in the competition, but also acted as the “prophet” of the World Cup to some extent.
The encounter of big data analysis with the World Cup is inevitable in the era of big data, and big data analysis will also change all aspects of our lives in the future.
Frequently Asked Questions
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