PYTHON MACHINE LEARNING: the complete beginner's guide to deep learning with python. Learn to use Scikit-learn and Pandas by Sanders Willard D

Author:Sanders, Willard D. [Sanders, Willard D.]
Language: eng
Format: epub
Published: 2020-10-01T00:00:00+00:00

Big Data Applications

Let’s take a look at some of the areas where Big Data can be used to make a big difference:

Predict demand

Big Data analysis can lead to accurate predictions of a consumer base’s demands. We can take in past and present products or service s and detect the pattern with the help of machine learning. Finding out the key attributes that made previous products successful can lead us to create new products and services that will have the same potential.

Maintenance

Big Data is used in pretty much all industries, from tool manufacturers to aeronautics. Analyzing vast amounts of data can help data scientists predict when a certain component is going to fail. Information such as manufacturing year, materials, model, and so on can feed algorithms with the right amount of data to make accurate predictions. If such failures are predicted before they happen, maintenance can be called on to solve a problem before it even occurs, therefore significantly reducing the risk of injury or financial loss.

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