Machine Learning

Machine learning is emerging as today’s fastest-growing job as the role of automation and AI expands in every industry and function. Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves

 Learning Objectives

  • Redefine problems using machine learning concepts and terminology
  • Create a face recognitions system using a simple algorithm
  • Estimate probabilities distribution from data and implement the naïve bayes algorithm to create a name classifier
  • Apply convex optimization and implement a linear classifier to create and email spam filter
  • Use effective hyper parameter search to select a well-suited machine learning model and implement a machine learning setup from start to finish
  • Improve the prediction accuracy of an algorithm using bias variance trade-off
  • Extend the applicability of linear classifiers to learn non-linear decision boundaries from more complex datasets
  • Choose and train a neural network that achieve cutting-edge accuracy by incorporating appropriate assumptions about your data

Duration

Contact and Blended- learning Mode: The Course is spread over 4 months.

Online mode: The Course is flexible to suit the pace of the students with the maximum time allowed for completion as 6 months

Certification

On completing and passing the short course, students shall receive a certification from Regenesys India. This certificate can also be used for credit transfer if the student pursues any relevant further education with Regenesys.

Prerequisites

There is no formal academic qualification required to participate in the short course. It would be favourable to have some prior experience in math and familiarity with Python. Students should be a minimum of 14 years of age to enrol, and should be able to demonstrate dedication towards learning.

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