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Quick Facts

Medium Of InstructionsMode Of LearningMode Of DeliveryFrequency Of Classes
EnglishSelf Study, Virtual ClassroomVideo and Text BasedWeekends

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesJain Deemed to be University, Bangalore

The Syllabus

  • Introduction to Probability
  • Distributions
  • Testing of Hypothesis – I
  • Testing of Hypothesis – II
  • Samples
  • Correlation & Regression
  • Queuing Theory
  • Stochastic processes

  • Supervised & Unsupervised Learning
  • Concept Learning
  • Decision Tree Learning
  • Bayesian Learning
  • Clustering
  • Reinforcement Learning

  • Neural networks
  • Feed-forward networks
  • Convolution neural networks
  • Recurrent neural networks
  • Deep generative models
  • Deep belief networks
  • Deep Reinforcement Learning
  • TensorFlow overview

  • Agents & Environments
  • Problem solving Agents
  • Alpha Beta pruning
  • Predicate Logic
  • Rule based deduction systems
  • Expert systems

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