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• AI careers Evaluate

  Data scientist jobs vs. other BI and analytics roles

  Data science and business analyst roles differ in that data scientists must deep dive into data and come up with unique business solutions -- but the distinctions don't end there.

• Big data and machine learning Evaluate

  Data bias runs amok in machine learning

  AI holds massive potential for good, but it also amplifies negative outcomes if data scientists don't recognize data biases and correct them in machine learning data sets.

• AI case studies Get Started

  Human input on algorithms helps overcome AI uncertainty

  Companies are keeping data analysts and other workers in the loop with AI applications to check the results generated by automated algorithms for accuracy, relevance and missing info.

• Neural networks and deep learning Get Started

  Using deep learning takes more than just data scientists

  Using deep learning in an effective way requires creative problem-solving and a team approach that goes beyond simply hiring data scientists, experts say.

• AI technologies Evaluate

  Limited AI capabilities could be more useful soon

  Limited AI capabilities could soon give way to technology that is truly transformative for enterprises, surpassing the overhyped functionality that we see today.

• AI business strategies Manage

  Businesses must be wary of AI threats

  As sophisticated tools become easier to use, enterprises need to protect themselves against AI threats to ensure they do not become the victims of malicious attacks.