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Deep Learning

Master's Program

Start at March 01, 2022 400+ already registered
more than 99% of students rate this course content and results as Super
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About Courses

6 - months

Deep Learning is one of the most highly sought after skills in AI. We will help you become good at Deep Learning. In this course, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects.

You will learn about RTIFICIAL NEURAL NETWORK (ANN), CONVOLUTIONAL NEURAL NETWORK(CNN), RECURRENT NEURAL NETWORK (RNN), MACHINE LEARNING CLOUD and more...

  • STEP 1

    ARTIFICIAL NEURAL NETWORK (ANN)

    • Introduction to Articial Neural Network
    • Biological and Articial Neurons
    • Activation Functions
    • Perceptron
    • Feed Forward Network
    • Multi-Layer Perceptron (MLP)
    • Back Propagation
    • Deep ANN
    • Optimization Algorithms: Gradient Descent, Stochastic Gradient Descent (SGD),
    • Mini-Batch Stochastic Gradient Descent, Stochastic Gradient Descent with Momentum, AdaGrad, RMSProp, Adam, Batch Normalization

  • STEP 2

    CONVOLUTIONAL NEURAL NETWORK(CNN)

    • Introduction to Computer Vision
    • Convolutional Neural Network
    • Architecture of Convolutional network
    • Image as a Matrix
    • Convolutional Layer Feature Detector & Feature Maps
    • Pooling Layer and Max pooling
    • Flattening Layer
    • Padding | Striding
    • Image Augmentation
    • Basics of Digital Images

  • STEP 3

    RECURRENT NEURAL NETWORK (RNN)

    • Introduction to RNN
    • RNN Network Structure
    • Different Types of RNNs
    • Bidirectional RNN
    • Limitations of RNN

  • STEP 4

    MACHINE LEARNING & CLOUD

    • Cloud Basics
    • ML tools on Cloud
    • ML Deployment on Cloud

  • Notes

    Course Availability

    The course schedule is displayed for planning purposes - courses can be modified, changed, or cancelled. Course availability will be considered finalized on the first day of open enrollment. For quarterly enrollment dates, please refer to our graduate education section.

Course teachers

  • media
    Albert Einstein
    Founder & CEO
  • media
    Nelson Joseph
    Co-founder & CTO
  • media
    Merlin Shakila
    Technical Executive, Software
  • media
    Ashwin Daniel
    Business Development Executive

Registration

The intensive course is now open, You will receive detailed information on admission by mail immediately after registration

Price: ₹50,000 + GST

our consultant will contact you to clarify further details