Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
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Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
Machine Learning: Machine learning is a set of tools and techniques, in which intelligence is learned by algorithms and not induced. These systems analyze historical data patterns to extract intelligence and convert them into business rules.
Suresh Samudrala • Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
Nature of the problem (Regression, Classification, Clustering, etc.) – Number of data records available for training – Decision support or cognitive use case? – Need for explain-ability
Suresh Samudrala • Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
2.2 Project Methodology
Suresh Samudrala • Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
Classification Based on Explain-ability:
Suresh Samudrala • Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
The statistical approaches include regression, decision trees, Bayesian learning, support vector machines (SVM) and k-means method.
Suresh Samudrala • Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
Clustering: The ability to group the given data records into a specified number of cohesive units is called clustering.
Suresh Samudrala • Machine Intelligence : Demystifying Machine Learning, Neural Networks and Deep Learning
Decision Support Use Cases: