Like binary classification, something like predicting 1 or 0, the patient is diabetic or not diabetic, means predicting two classes, is not the current world scenario. Nowadays, there are N number of categories or classes present if you talk about a particular domain. So to perform classification tasks here, all predictive classification models do not…
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At WWDC21, Apple unveiled new tools and technologies designed to help developers create new apps effectively. “We are thrilled to provide our developer community with powerful new tools and technologies to help create even more compelling and high-quality apps, while engaging with their users in all-new ways through theApp Store,” said Susan Prescott, Apple’s vice…
The post All The Tools & Technologies Announced On Day 1 At Apple WWDC21 appeared first on Analytics India Magazine.
Ever thought about writing a code that can code for you?! Or generate contextualised text on the subject you want ?! Well, the solution to all of these use cases were given by OpenAI, which is a large scale organisation considered by many to be leading the world in Artificial Intelligence, when they introduced…
The post A Beginner’s Guide to GPT Neo (With Python Codes) appeared first on Analytics India Magazine.
The rapid surge in COVID-positive cases during the second wave of the pandemic led to late diagnosis and, subsequently, many avoidable fatalities. India’s population size, lack of radiology labs and the skewed radiologist-patient ratio ( one radiologist for every one lakh people) precipitated delayed diagnoses. To tackle this problem, AI and Robotics Technology Park (ARTPARK),…
The post How XRay Setu Diagnoses COVID-19 In 15 Minutes appeared first on Analytics India Magazine.
The rapid surge in COVID-positive cases during the second wave of the pandemic led to late diagnosis and, subsequently, many avoidable fatalities. India’s population size, lack of radiology labs and the skewed radiologist-patient ratio ( one radiologist for every one lakh people) precipitated delayed diagnoses. To tackle this problem, AI and Robotics Technology Park (ARTPARK),…
The post How XRay Setu Diagnoses COVID-19 In 15 Minutes appeared first on Analytics India Magazine.
Machine learning technologies, such as Natural Language Processing (NLP), are being increasingly deployed in healthcare settings especially during last year’s pandemic. Analysing text to identify diseases is among the primary tasks medical NLP systems are required to perform. Traditionally, training such classifiers for Named Entity Recognition (NER) has relied on hand-labelled training data. Such practices,…
The post How COVID-19 Brought About A Faster NLP For Clinical Text appeared first on Analytics India Magazine.
Whenever a data scientist works to predict or classify a problem, they first detect accuracy by using the trained model to the train set and then to the test set. If the accuracy is satisfactory, i.e., both the training and testing accuracy are good, then a particular model is considered for further development. But sometimes,…
The post Understanding Overfitting and Underfitting for Data Science appeared first on Analytics India Magazine.
Last week, open-source DevOps lifecycle platform GitLab acquired machine learning (ML) startup UnReview for an undisclosed amount. UnReview automatically recommends appropriate code reviewers for pull requests of GitLab, GitHub and BitBucket projects. GitLab is a collaboration tool for software developers and DevOps. Started in 2014, GitLab Inc. has more than 1,300 remote team members spread…
The post Why Did GitLab Acquire UnReview? appeared first on Analytics India Magazine.
The source claimed the software is designed for “pre-judgement without any credible evidence”.
The post The Creepy Side Of Emotion Recognition Technology appeared first on Analytics India Magazine.
The source claimed the software is designed for “pre-judgement without any credible evidence”.
The post The Creepy Side Of Emotion Recognition Technology appeared first on Analytics India Magazine.