Description

This course is all about knowledge and the way it’s vital to the success of your utilized machine studying mannequin. Finishing this course will give learners the talents to:

Perceive the vital parts of knowledge within the studying, coaching and operation phases
Perceive biases and sources of knowledge
Implement methods to enhance the generality of your mannequin
Clarify the implications of overfitting and determine mitigation measures
Implement applicable take a look at and validation measures.
Exhibit how the accuracy of your mannequin may be improved with considerate function engineering.
Discover the influence of the algorithm parameters on mannequin energy

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