Posts Tagged ‘artificial intelligence’

Quantization and the Need for TPUs

Archana dives into the world of TPUs and discusses quantization, the process that is really responsible for making predictions in a neural network, lending a magical touch to the machine learning process. Read on to understand how quantization can be both a boon and a bane, depending on where it is used.

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An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text

Adverse reaction caused by drugs is a potentially dangerous problem which may lead to mortality and morbidity in patients. Adverse Drug Event (ADE) extraction is a significant problem in biomedical research. We model ADE extraction as a Question-Answering problem and take inspiration from Machine Reading Comprehension (MRC) literature, to design our model. Our objective in…

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Blockchain Conference India 2017

Blockchain Conference India 2017

Date: December 17-19, 2017 Venue: NDMC Convention Centre New Delhi, India Event Website: https://blockchaincon.io/ Keynote Presentation: “Decentralized AI” Presented By: Arjun Bhaguna,  Intern at Chennai Labs, Saama Technologies AGENDA OF THE CONFERENCE Discuss on Regulation around Blockchain, Crypto currencies like Bitcoin, Ethereum & ICO’s. Bring together Developers, Education Institutes, Experts, Researchers, Government, Enthusiasts and Companies dealing in Blockchain…

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Applications of Signal Processing in Machine Learning

machine learning

Data is available abundantly in today’s world. However, it is noisy most of the time. In this article, Archana Iyer discusses some filter processing techniques that can help us get a better quality of data. With the advent of IoT, many types of medical data are now available in the form of sensor data. This…

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Capsule Networks and the Limitations of CNNs

machine learning

Convolutional Neural Networks are considered the State-of-the-Art in computer vision related Machine Learning tasks. Soham Chatterjee highlights the limitations of CNNs and discusses alternate models that closely mirror the way the human brain work. He uses Professor Geoffrey Hinton’s paper, Dynamic Routing Between Capsules, to establish certain points. Convolutional Neural Networks, popularly called CNNs, have…

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Deep Learning Diaries: Building Custom Layers in Keras

Deep Learning

There are many deep learning libraries available, some are more popular than the others, and some get used for very specific tasks.  Abhai Kollara discusses the merits of Keras and walks us through various examples of its uses and functionalities. He also compares it with some of the popular libraries. Natural Language Processing or Computer…

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New Frontiers in Data Analytics for Pharma and Healthcare

Data Analytics

Mining Unstructured Texts for Insights using Convolutional Neural Networks Pharmaceutical and Healthcare domains deal with a tremendous amount of unstructured texts, which can be mined effectively using CNN for NLP approach. Malaikannan Sankarasubbu talk about these advanced techniques that can have many applications, such as, building better cohort for clinical trials or establishing better inclusion/exclusion…

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Interpretable Models are the Key to Increased Adoptability of Machine Learning

machine learning

Machine learning has helped drive many technological advancements. There are two models of machine learning, which have their own pros and cons. Malaikannan Sankarasubbu discusses the way interpretable models can increase the machine learning among a wider base of communities. Machine Learning and Deep Learning are responsible for lot of technology advancements in the last…

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Artificial Intelligence – The next Holy Grail for Social Media Marketers?

artificial intelligence

We live in a world that is constantly evolving with technology. What’s heralding this technological transformation is self-learning machines that can take independent decisions, can ingest zettabytes of data and derive meaningful insights. Join Aijaz Ansari as he explores how this intelligence is powering social media marketers towards a new revolution that is set to…

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