AI/ML Foundation Course

Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications.

500+ Students Enrolled
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What You'll Learn

  • Learn Deep Convolutional Q-Learning
  • Learn Build an AI.
  • Learn Master the State of the Art AI models
  • Learn Learn how to customize R studio to suit your preferences.
  • Learn Learn how to create a while() loop and a for() loop in R.
  • Learn Learn the matrix() function, learn rbind() and cbind()

Course Content

  • AIML stands for Artificial Intelligence Markup Language. AIML was developed by the Alicebot free software community and Dr. Richard S. Wallace during 1995-2000. AIML is used to create or customize Alicebot which is a chat-box application based on A.L.I.C.E. (Artificial Linguistic Internet Computer Entity) free software.
  • Understanding role of Keras in TensorFlow
  • Keras vs TensorFlow's Lower Level APIs
  • Regression vs Classification
  • Math in Classification
  • Activation functions in Deep Learning
  • Boston Housing Predictor in Keras
  • Regression vs Classification
  • Components of Machine Learning
  • What is Deep Learning?
  • Computational Graph for Linear Regression
  • Mini-batching in ML
  • Hyper-parameters in Deep Learning
  • Understanding Convolutional Layer
  • Visualizing a Filter in Convolutional Layer
  • CNN for MNIST Classification
  • Problem with Dense Layers
Web Development

  This Course includes

  Tutorials

  Articles, Videos

  Full Time Lectures

  Real Scenarios

  Project Work

  Certification of Completion

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