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
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:
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.
EventsHigh Specials, data science, artificial intelligence, data visualization, statistics, data warehouse, machine learning, image recognition, neural network, science and technology, arts and culture, technology, classes and workshops, talks, tech workshops,