ARTIFICIAL INTELLIGENCE FOR VIDEO ANALYTICS(AI for Video Analytics)- LEARN HOW TO IDENTIFY MOVING OBJECTS AND MORE.
360digiTMG, the training arm of INNODATATIC's (US) - a major Data Analytics Solutions provider has introduced an innovative course on ARTIFICIAL INTELLIGENCE FOR VIDEO ANALYTICS -IDENTIFYING MOVING OBJECTS AND MORE.
Any software that is used to monitor video streams in near - real-time is termed Video Analytics. Video Analytics generates huge volumes of data at high speed and variety- popularly known as Big Data. Solutions developed using Deep Learning and Artificial Intelligence can analyze and interpret the Big Data generated by Video Analytics. This video attempts to describe the training imparted by 360digiTMG to professionals interested in mastering Artificial Intelligence Techniques for Video Analytics.
Prepared by Mr. Bharani Kumar Depuru Director of 360digiTMG and alumnus of IIT and ISB this video elaborates on the objectives of the course, course contents and the applications of AI-enabled video analytics. Mr.Bharani Kumar Depuru has 15 plus years of experience in Data Science, Digital Transformation, Business Analytics.
This course by 360digiTMG is divided into two modules a) The Foundation Module b) Core Module
The Foundation Module deals with Python and R programming, Introduction to Internet Of Things ( IOT), Cloud Computing and Big Data Capture and Analysis Methods, Fundamentals of Mathematics and Statistics, Machine Learning Primer and Deep Learning Primer. This module caters to the training needs of freshers and professionals from non -IT domains
The Core Module deals with: Multilayer Perceptron ( MLP)/ ANN, Computer Vision Image Processing, Convolution Neural Network ( Visualizing Convnet Filters, Visualizing Hidden Layers, Pre-trained Models), Recurrent Neural Networks( Bi-directional and Deep Bi-directional), Long Short Term Memory, Gated Recurrent Units, Unsupervised Learning Techniques ( Auto Encoders and VAE's), Restricted Boltzmaan Machines (RBM), Deep Belief Networks (DBN), Generative Adversarial Networks( GAN's), Super Resolution GAN's, Speech Recognition Systems, Game Playing Agents and Robotics, Building Board Games and Computer Games, Reinforcement Learning / Q - Learning, Deep Dream and Generic Algorithms to Optimize Hyper Parameters.
Software Training Imparted: Tensor Flow, R Studio, Python, Theano, Microsoft Cognitive Toolkit, Keras, Mxnet, Pytorch, Caffe and OpenCV
This course has a duration of 60-80 hours and is meant for IT professionals interested in upskilling and professionals from other domains as well.
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About 360DigiTMG
360digiTMG is a 5-year-old training & consulting organization led by stalwarts of the industry who are alumnus of premier institutions like the Indian Institute of Technology, Indian Institute of Management and Indian School of Business. 360digiTMG since its inception has been the forerunner in the space of management and niche programs that aid in up-skilling and cross skilling executives across various levels and domains. 360digiTMG has been conducting training programs across the globe for corporate and individuals alike.
360DigiTMG is one stop solution to all the trainings in emerging technologies such as Artificial Intelligence, Machine Learning, Big Data, Project Management, Quality Management, etc. 360DigiTMG is a training company, which is a division of the analytics consulting firm Innodatatics Inc.
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