Machine Learning And Artificial Intelligence: Essential Guide To Understanding How ML And AI Can Be Applied In Practice And Be Compatible With Human Behaviour In Modern Times - Couverture souple

Neil, Chris

Couverture souple

ISBN 10 : 180157457X ISBN 13 : 9781801574570

Editeur : Alicex Ltd, 2020

Synopsis

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Do you want to learn how ML and AI can be applied in practice and be compatible with human behavior in modern times? If yes, this book is for you!


Machine learning (ML) is a data-driven approach. Hence it implies the availability of large datasets in order to make accurate decisions. In case only a limited dataset is available to solve a partiar problem, it is best to use a deterministic approach. When a limited dataset is available it is hard to train a machine learning model and generalize its applicability to other similar problems. The developed model, in this case, is only applicable for the few data it was trained on.


Because ML methods rely solely only on data and the human expertise or judgment is not taken in consideration, it is the data that dictate if the machine learning method will fail or succeed to perform the task it was designed for. The way a machine learning approach works is that a modeler develops a learning algorithm. Then the modeler feeds the learning algorithm with the data and information.


Could Turning Important Decisions over to AI help Humanity? Some might say that's a terrible idea, but how much worse is it today where we've turned over our societies and civilizations to corrupt leadership, crony capitalism, or had to deal with rogue nation-states in other parts of the world with two-bit dictators, religious fanaticism, or the quest to destroy another group of peoples' civilization? Perhaps it's time we came up with a special think tank that could go through all the issues concerning our fears, and what we hope to expect from AI decision-making machines. That is to say how to get the best possible answer, all the time with the greatest probability.


We all watched IBM's "Watson" supercomputer as it won against the top human Jeopardy players.

Détails de l'édition

• Éditeur: Alicex Ltd
• Date d'édition: 2020
• Langue: anglais
• ISBN 10: 180157457X
• ISBN 13: 9781801574570
• Reliure: Broché
• Nombre de pages: 174
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible