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Artificial Intelligence – Boot camp

Date: 30 Apr

Duration: 3 days | Program fee: 30,000 | Apply Now

24

Hours of Bootcamp

20

Hours of online practice

1

Industry Sponsored Project

2

Certification from REVA University and an Industry partner

About the Course

This is a three days intensive boot camp for AI enthusiasts and aspirants seeking to gain real-time hands-on experience in building Artificial Intelligence based solutions. Starting from fundamentals on building deep layered Neural Networks using real world applications to deploying the final AI model will be dealt in this boot camp with mentoring from some of the best Industry leaders.

Who can participate?

Data Scientists, with a preliminary understanding of Machine Learning can benefit from this program. Along with certification, they can also showcase their project.

Boot camp Flow chart

  • Introduction to AI and DL
    • What is AI and DL and use cases across different verticals
  • Tools and System Setup
    • Tensorflow, Keras, Jupyter Notebbook etc.
  • Getting started with TensorFlow and Keras
    • Overview of all tools and packages
  • Introduction to Neural Network
    • Back propagation, Gradient Descent, Stochastic Gradient Descent etc.
  • Introduction to Mulitlayer Perceptron (MLP)
    • Use cases- predict house prices, predict credit defaulter, hand written digits recognition (MNIST Data) etc.
  • Unsupervised learning using Autoencoders
    • Use cases- Anomaly detection, denoising images
  • Convolution Neural Network (CNN)
    • Concepts of Convolution Layers, Pooling Layer and Fully Connected Layers.
    • Use cases- CFAR image classifications, Handwritten Digits Recognition
  • Recurrent Neural Network (RNN)
    • How to build models on time dependent or sequential data.
    • Use cases- Use Long Short Term Memory (LSTM) to predict bitcoin prices

Live Industry Project

Participants will develop any one of the AI solutions out of any of the below projects, sponsored by an organization.

Facial Recognition

Clinical Image Classification

Chat bot Creation

Mentors

Dr. J.B. Simha

CTO/Director, Analytics,
ABIBA Systems


Mr. Ratnakar Pandey

India Head Analytics & Data Science at Kabbage, Inc


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