Advanced Machine learning with R

Course Introduction:

This course is design to teach learners the basics of deep learning using R programming. This course will cover basic mathematics required for deep learning along with some application development using Artificial Neural Network and Convolution Neural Network.

Course Structure:

Week 1:

  1. Understanding  basics of deep learning and Introduction to neural networks:Neuron, Activation function, How neural network works? Gradient Decent, Backprapogation
  2. Installing keras and Tensorflow

Week 2:

  1. Data engineering and feature extraction for deep learning
  2. Simple application development using Artificial Neural Network in R

Week 3:                

  1. Basics of Convolution Neural network: Understanding KNN, Steps in KNN-Convolution operation, ReLU Layer, Pooling, Flattening, Softmax and Cross entropy.
  2. Simple application development using Convolution Neural Network in R.

Week 4:

  1. Project assignment based on deep learning in R.

Instructor-led live online classes

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    Mon - Fri ( 20 Hours)

    7:00 AM - 8:00 AM(IST)

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40% Off till 03-Jun

Live Classes

On-time scheduled virtual classes with limited trainer-student ratio.

Expert Trainers

Best industry experts with years of online training experience.

Tailored Course

Based on your expertise and goals we design course for you.

Flexible Schedule

Learn at your schedule , time zone and convenience.

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