Challenges and opportunities of predictive analytics

Big Data is described by high dimensionality and large sample size. These two features that raise three unique challenges:

(i) High dimensionality brings noise accumulation, spurious correlations and incidental homogeneity.

(ii) High dimensionality combined with large sample size creates issues such as heavy computational cost and algorithmic instability.

(iii) The massive samples in Big Data are typically aggregated from multiple sources at different time points using different technologies.  

    Related Conference of Challenges and opportunities of predictive analytics

    July 14-15, 2025

    6th European Congress on Laser, Optics and Photonics

    Madrid, Spain
    July 21-22, 2025

    6th International Congress onAI and Machine Learning

    Dubai, UAE
    July 21-22, 2025

    11th World Congress on Computer Science, Machine Learning and Big Data

    Barcelona, Spain
    October 28-29, 2025

    8th International Conference on Artificial Intelligence, Machine Learning and Robotics

    Amsterdam, Netherlands
    November 20-21, 2025

    5th International Conference on Renewable Energy and Resources

    London, UK
    November 27-28, 2025

    3rd World Summit on Big Data, Machine Learning and Artificial Intelligence

    Dubai, UAE
    November 27-28, 2025

    11th World congress on Big Data, Computer science, Analytics and Data Mining

    Paris, France
    December 01-02, 2025

    11th International Conference and Exhibition on Mechanical & Aerospace Engineering

    Dubai, UAE
    December 11-12, 2025

    5th Annual Congress on Biofuels and Biopolymers

    Amsterdam, Netherlands
    December 11-12, 2025

    6th World Congress on Robotics and Automation

    Aix-en-Provence, France
    December 11-12, 2025

    24th International Conference on Big Data & Data Analytics

    Amsterdam, Netherlands
    December 15-16, 2025

    6th International Conference on Aerospace, Defense and Mechanical Engineering

    Amsterdam, Netherlands
    December 17-18, 2025

    7th Annual Summit on Satellite and Space Communication Technology

    Amsterdam, Netherlands
    December 17-18, 2025

    12th Global Meet on Wireless and Satellite Communications

    Aix-en-Provence, France

    Challenges and opportunities of predictive analytics Conference Speakers

      Recommended Sessions

      Related Journals

      Are you interested in