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https://www.eventshigh.com/detail/chennai/0c7d16244cc1c2d78260afd874c2a65d-artificial-intelligence-summit-in-chennai

Artificial Intelligence Summit in Chennai at CIIC on May 11th 2019. - With J.A.Indumathi(Data Scientist) | Mohan Kumar

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Sat, 11 May 9:00AM - 5:00PM
B.S.Abdur Rahman Crescent Institute Of Science Technology
Rs 500
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 Artificial Inteligence Summit in chennai at Cresent Inovation and Incubation Cell (Chennai-Vandalur) on May 11th 2019.
Date: 11th May 2019
Presented by bigdatahandson.com (Saturday)
Cost: 500
Timing :9.00 am to 5.00 pm (Indian Standard time(IST))

 

Introduction to Artificial Intelligence
Introduction to Machine Learning
Introduction to Deep Learning
Introduction to Reinforcement Learning

Machine Learning
Decision Tree Classification and Regression
Decision Tree explanation
Math behind Decision Tree
Pros and cons of Decision Tree
When to use Decision Tree
Demonstration of one Decision Tree with code walkthrough
o Import of libraries
o Data loading
o Data cleaning
o Data visualization
o Feature selection
o Model building
o Evaluation methods (MSE, R-square, adjusted R-square, F-statistics)
o Evaluation methods (Cross validation, Confusion matrix, Classification report, ROC)
Adaboost Classification (Optional)

Deep learning
Artificial Neural Network - High Level
The Neuron
How the neural network work and learn
Multi-Layer neural network
Activation function
Loss function
Optimizer
Regularization
Backpropagation
ANN model demonstration through Keras
Convolution Neural Network
What are Convolutional neural network
Convolution operation
ReLu Layer
Pooling
Flattening
Full connection
Image recognition using CNN practical


Recurrent Neural Network (Optional)
What are Recurrent Neural Network
Bidirectional RNN
Recursive neural network
The challenge of long term dependencies
Long Short Term Memory RNN
Practical

Note: Afternoon Lunch will be provided.
Laptop is optional.

Certificates will be provided

Venue:

Seminar Hall
Cresent Innovation & Incubation Council
B S A Cresent Institute of Science and Technology.
Seethakathi Estate,GST Road,Vandalur-Chennai-600048.


About the Mentors:

J.A.Indumathi(Data Scientist)

IT professional with 20 years of experience in large global IT product and services industry
10 years of experience in Data warehouse technologies
5 years of experience in Big data , Machine Learning and Deep Learning ecosystem
Expertise in diverse range of technologies (Machine Learning and Deep Learning , Big data, data warehouse, web & mobile technologies) within multiple industry domains, which include Health care, Insurance, Banking, Retail , Travel, and Sports.

Mohan Kumar(Data Analyst)

5 years of experience in Data Science
3 years of experience in Machine Learning and Deep Learning ecosystem Expertise in diverse range of technologies within multiple industry domains, which include Health care, Insurance, Banking, Retail , Travel, and Sports.

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B.S.Abdur Rahman Crescent Institute Of Science Technology Seethakathi Estate G.S.T Main Road Vandalur, Chennai, Tamil Nadu 600048, India
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