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9 Top big data trends that will dominate in 2021

The development of machine learning, security and governance or flexibility in machine learning are going to play an important role in the coming months.

In this context, Cloudera, a company specializing in information capture, processing and analytical management capabilities, exposes the main trends in data analytics and management to which companies should pay special attention in 2021 if they want to adapt to the new normal. :

    1. 2021, the year of machine learning. Companies will continue to grapple with an exponential increase in the amounts of data and the complexities in new technologies. Machine learning will be essential for companies if they want to make the most of these large volumes of information. 

      In 2021, the ability of a company to trust its model, to the extent that it can produce actions based on information derived from artificial intelligence, will be decisive in its ability to survive. 
    2. Security will take center stage
      Businesses continue to put technology before strategy when it comes to the cloud. The public cloud still works with post-its and passwords without a clear answer on who is responsible for security. There is great enabling technology, but organizations have not thought about how to use it properly to their advantage.

      In 2021 data security and governance will take center stage. Currently, the user imagines the cloud as a profitable and efficient solution, but the governance model is still lacking. Next year, there will be a greater approach towards this government of the data. 
    3. We will learn to predict the unpredictable 
      What happened in 2020 will force companies to completely rethink what they design and ask of their machine learning models. The ability of a model to obtain perfect predictions will be less important than the ability of a structure capable of automatic reflection. In turn, companies are increasingly looking for models that hone certain human attributes such as proactivity or instinctive agility.
    4. Increased concern about the ethics of artificial
      intelligence Ethical artificial intelligence is going to be critical for the next twelve and twenty-four months. Today, the conversations revolve around data anonymity, but the discourse will get deeper. In 2021, ethical artificial intelligence and data governance will be applied to different areas such as contact tracing (in the fight against COVID-19), connected vehicles and smart devices, as well as personal digital profiles. , regarding the increased cyber footprint leading to privacy questions.

                 Know more : big data trends 2021