Author Archives: Shraddha Goled - Page 69
Just a month back, more than a dozen researchers from around the world wrote a scathing article voicing their concerns about lack of transparency and replicability of AI code and research. This article, in particular, referred to a Google Health study by McKinney et al. that claimed that an AI system could beat human radiologists…
The post Lack Of Transparency & Replicability Is Harming Research In AI appeared first on Analytics India Magazine.
On November 13, 2015, Google had open-sourced TensorFlow, an end-to-end machine learning platform. Apart from marking five years of being one of the most popular machine learning frameworks, last week was even more significant as TensorFlow crossed the 160 million downloads. This article lists some interesting TensorFlow projects, in no particular order, which enthusiasts can…
The post Top TensorFlow-Based Projects That ML Beginners Should Try appeared first on Analytics India Magazine.
Science doesn’t discriminate, but probably technology does, at least in terms of accessibility. New research has found that the unequal distribution of compute power in academia is promoting inequality in the era of deep learning. The study conducted jointly by AI researchers from Virginia Tech and Western University found that this de-democratisation of AI has…
The post How Compute Divide Leads To Discrimination In AI Research appeared first on Analytics India Magazine.
Science doesn’t discriminate, but probably technology does, at least in terms of accessibility. New research has found that the unequal distribution of compute power in academia is promoting inequality in the era of deep learning. The study conducted jointly by AI researchers from Virginia Tech and Western University found that this de-democratisation of AI has…
The post How Compute Divide Leads To Discrimination In AI Research appeared first on Analytics India Magazine.
Chipmaker Intel unveiled its first discrete GPU for data centres. Named Intel Server GPU, it is designed to power Android-based cloud gaming and media streaming segments. A low-power chip, Intel Server GPU will be used in the new PCIe graphics card which can be placed inside the servers. Interestingly, Raja Kadori, Intel Senior Vice President…
The post Intel Rivals NVIDIA & AMD As It Introduces Its First GPU For Data Centers appeared first on Analytics India Magazine.
Machine learning models for computer vision tasks have been largely trained on photos. However, there lies a large possibility for scaling up to a wider range of applications such as augmented reality, autonomy, robotics, and image retrieval tasks if we train these models on 3D objects. To achieve this has been an uphill task since…
The post Google Releases New Dataset For Advanced 3D Object Understanding appeared first on Analytics India Magazine.
Amazon AWS recently concluded AWS Storage Day. This is the second edition of the annual event organised by the company where several major announcements related to new launches of product and service updates were made. This year, Amazon made a multitude of announcements regarding the AWS Storage services. In this article, we will explore a…
The post Top Announcements At AWS Storage Day appeared first on Analytics India Magazine.
Companies and education institutes around the world are investing in nurturing talents in the field of artificial intelligence and machine learning. Here in this article, we list some of the prestigious fellowship programs in the field of AI and machine learning, in no particular order, for consideration of Indian students. IIT Madras The Robert Bosch…
The post Top AI/ML Fellowship For Indian Students appeared first on Analytics India Magazine.
Top online grocer, BigBasket, recently suffered a massive data breach which left data of 20 million users exposed. As per the cybersecurity firm Cyble, the breach occurred on October 14 (made public on November 7). The firm has also claimed that private information of users such as full names, email addresses, date of birth, IP…
The post In The Wake Of BigBasket Data Breach, Strong Data Classification Policy Is The Need Of Hour appeared first on Analytics India Magazine.
Data-driven researches are major drivers for networking and system research; however, the data involved in such researches are restricted to those who actually possess the data. The issue of data access is a major concern in the research community. To mitigate this issue, one alternative is to create and share ‘synthetic datasets’. These synthetic data…
The post This New GAN Generates Synthetic Datasets Similar To The Original One appeared first on Analytics India Magazine.