BI and Data Visualization: Everyone’s Game Revolves Around Data
Data has multiplied exponentially. Every day, companies, governments, and individuals work to better manage their data. Thanks to artificial intelligence and machine learning, the acquisition of valuable data has become one more element in successful strategies. Every day 2.5quintillion bytes of data is generated worldwide, 90% of all current global data was generated in the previous two years alone. The increasing number of devices connected to the Internet is rapidly increasing data generation. source However, the value of the data that is analyzed most of the time is not high, so, cleaning, debugging, and normalizing data has become 70% of the work of a data scientist. This is mainly due to the complexity of Big Data. Often times, massive amounts of information must be removed in order to meet a specific need. To do this, the algorithms applied to the data must make sense in their context as well as being precise, interpretable, and generalizable. Faced with this situati...