RESEARCH & IP

CellStrat is India’s top research firm in emerging areas of Artificial Intelligence, Machine Learning, Deep Learning and other cutting-edge technologies.

CONSULTING

CellStrat AI practice defines the standards in Artificial Intelligence design and consulting. Our Deep Learning algorithms are disrupting the way how business gets done !

EVENTS

Attend Disrupt4.0 events which drive the discussions around AI innovation and applications of Deep Learning in a variety of verticals. Register for the upcoming Disrupt events.

TRAINING & CERTIFICATION

Data Science and Artificial Intelligence are the hottest careers today ! Get certified with our industry-leading training courses and see your career take-off !

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Solutions Consulting in AI and Machine Learning

EraStrat defines the standard in AI and ML application design and development.

Backed by our market-leading research content, we have expertise in algorithmic design related to machine learning protocols, deep neural networks and training AI routines. We are expert in developing scalable machine learning programs and applications.

Contact us for all your ML design and development needs.

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RECENT POSTS

18
Aug
Convergence in a Neural Network

Convergence refers to the point in machine learning training where ideal weights have been discovered and cost function minimized. But this is, at times, plagued by issues of local minima and slow learning. Here Mini-batch gradient descent comes handy, which combines the advantages of batch gradient learning as well as stochastic gradient descent. The process […]

Posted in: Deep Learning, Machine Learning,
Tags: AI, ANN, artificial intelligence, batch gradient descent, convergence, cost minima, deep learning, global minima, learning rate, local minima, machine learning, mini-batch gradient descent, ML, neural networks, stochastic gradient descent,
16
Aug
Image Recognition

Artificial Intelligence and Machine Learning are particularly useful for complex applications like Image Recognition, such as distinguishing a puppy face from a muffin ! Advanced Machine Learning algorithms, which fall under Deep Learning category, include Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Generative-Adversarial Networks (GANs) etc. The CNNs are extremely potent solutions for image […]

Posted in: Computer Vision, Deep Learning, Machine Learning,
Tags: AI, ANNs, artificial intelligence, CNN, convolutional neural networks, deep learning, GANs, image processing, image recognition, machine learning, ML, neural networks, RNNs,

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