The TensorFlow team at Google recently introduced a new tool for TensorFlow Lite (TFLite) known as Model Maker. The TFLite Model Maker simplifies the process of adapting and converting a TensorFlow Neural Network model to particular input data when deploying this model for on-device ML applications. Developed by researchers and engineers from the Google Brain…
The post Google Launches Tool To Adapt ML Models With Transfer Learning appeared first on Analytics India Magazine.
Various organizations keep floating data science platforms to simplify machine learning workflows. However, in the ever-changing data science landscape, only a few draw the attention of practitioners. Besides, due to fierce competition in the market, oftentimes platforms keep replacing one another as and when it brings new capabilities to improve organizations’ productivity. Here are the…
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Executive Summary The Indian Analytics domain has undergone significant development over the last year, and more so ever since AIM began researching and studying the domain 6 years ago. In the latest edition of the Indian analytics study, AIM Research, in association with AnalytixLabs, provides insights on the overall analytics domain and the state of…
The post Analytics and Data Science India Industry Study 2020 – By AIM & AnalytixLabs appeared first on Analytics India Magazine.
Natural Language Processing (NLP) has been around for some time now. There are many benefits of NLP as it is used in almost all fields quite immensely. But it is empty without Deep Learning, as deep learning has contributed a lot in NLP and with both of them implemented as one, they have done some…
The post All The Deep Learning Breakthroughs In NLP appeared first on Analytics India Magazine.
The outbreak of COVID-19 witnessed an unprecedented shift towards academic research in a relatively short span of time. The academia is geared to tackle the pandemic head-on by deploying all the tools at their disposal. Data analytics and algorithmic solutions, especially, have been the go-to tools for many researchers. The vast amount of data surrounding…
The post How Google Cloud Is Powering COVID-19 Research appeared first on Analytics India Magazine.
Indium Software has been around for 20 years, and its growth has accelerated in the last five years, especially after it acquired Noah Data in 2018, which expedited the growth of its digital business. Indium’s digital canvas includes – advanced analytics, big data engineering, low code development, RPA and full-stack development. Today, Indium has over…
The post Ram Sukumar Of Indium Software Unpacks Why Text Analytics Is A Big Opportunity appeared first on Analytics India Magazine.
Layoffs, furloughs and pay-cuts might be the order of the day at some companies, but there has never been a better time to see data science hiring through a different lens. Not only is it prudent to dive deeper into business processes to pare costs and plan ahead, paucity of adequate skills indicates that these…
The post What Is The Hiring Process Of Data Scientists At Mindtree? appeared first on Analytics India Magazine.
Google recently introduced a Natural Language Processing (NLP) benchmark – known as Xtreme – to encourage developments of multilingual AI models. It is a massively multilingual multi-task benchmark for evaluating cross-lingual generalization in NLP models. Building an NLP system, which not only works in English but in all 6,900+ languages, is more complicated than it…
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Be it watching a web series or shopping online, recommender systems work as time-savers for many. This system predicts and estimates the preferences of a user’s content. Popular online platforms such as Facebook, Netflix, Myntra, among others, have been using this technology in many ways. In this article, we list down – in no particular…
The post 10 Open-Source Datasets One Must Know To Build Recommender Systems appeared first on Analytics India Magazine.
MachineHack has come up with an exciting way to spend your weekends. With a new addition to its hackathon series, MachineHack launches its first weekend hackathon the Metal Furnace Challenge. Problem Statement & Description Manufacturing of any alloy is not a simple process. Many complicated factors are involved in the making of a perfect alloy,…
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