Author Archives: Sejuti Das - Page 18
What Is A Time Series GAN?
Identifying anomalies in time series data can be daunting, thanks to the vague definition of anomalies, lack of labelled data, and highly complex temporal correlations. Currently, the machine learning method used for anomaly detection faces scalability and portability issues, resulting in false-positives. And, therein lies the problem. In a recent paper, MIT researchers proposed an…
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With the successful conclusion of yet another MachineHack’s hackathon — Buyer’s Time Prediction Challenge — on the 4th of January, 2020, in this article, we will share the approaches and solutions of the participants that made it to the top of the leaderboard. Centred around the massive transformation of consumers’ behaviour and their buying patterns,…
The post Meet The Top Finishers Of MachineHack’s Buyer’s Time Prediction Challenge appeared first on Analytics India Magazine.
While the COVID pandemic was at its peak, Nagpur was one city that was experiencing a high number of COVID-19 cases. This led to hospitals struggling to manage COVID-infected patients due to the lack of healthcare staff and the risk of infection associated with it. Indira Gandhi Government Medical College & Hospital (IGGMC ), Nagpur…
The post How AI-powered Vitals Monitoring System Helping Nagpur COVID Patients: A Case Study appeared first on Analytics India Magazine.
While the COVID pandemic was at its peak, Nagpur was one city that was experiencing a high number of COVID-19 cases. This led to hospitals struggling to manage COVID-infected patients due to the lack of healthcare staff and the risk of infection associated with it. Indira Gandhi Government Medical College & Hospital (IGGMC ), Nagpur…
The post How AI-powered Vitals Monitoring System Helping Nagpur COVID Patients: A Case Study appeared first on Analytics India Magazine.
Over the last decade, business intelligence and data analytics have witnessed a massive transformation — from storytelling becoming a norm for businesses and the introduction of artificial intelligence to ensuring data governance and cloud connectivity. But, by the mid of the year 2020, the data landscape has completely been upended. One has to be living…
The post 8 Business Intelligence & Analytics Tools To Check Out In 2021 appeared first on Analytics India Magazine.
One key area that has witnessed a massive revolution with natural language processing (NLP) is the search engine optimisation. We all remember Google releasing the BERT algorithm, two years back, in October 2019, claiming to help Google Search better understand one in 10 searches in English. Cut to 2021 — NLP has now become more…
The post Best NLP-based SEO Tools For 2021 appeared first on Analytics India Magazine.
While image classification sounds like a simple process to human ears, it can be a daunting task for machines. Thus, purely based on attention, neural networks have dramatically improved image understanding tasks; however, these visual transformers have typically been pre-trained with massive sets of images using expensive infrastructures. This, in turn, restrains a larger part…
The post Tech Behind Facebook AI’s Latest Technique To Train Computer Vision Models appeared first on Analytics India Magazine.
In the year 2020, one thing that turned out to have a massive impact on our daily lives and society is artificial intelligence. The Government of Telangana has even declared 2020 as the year of artificial intelligence. Starting from GPT-3 and improvements in health-tech to a conversation on ethical AI and advancements in neural networks,…
The post Upcoming AI Conferences To Look Forward To In 2021 appeared first on Analytics India Magazine.
Google Cloud has announced that Karan Bajwa, who has been leading Google Cloud in India, has now been appointed as its new Google Cloud leader for the Asia Pacific. According to the official release, Bajwa will lead all regional revenue and go-to-market operations for Google Cloud, including Google Cloud Platform (GCP) and Google Workspace. Bajwa…
The post Karan Bajwa To Lead Google Cloud For APAC Region appeared first on Analytics India Magazine.
While every year witnesses some major fraudulent activities that made headlines, the pandemic lockdown and the digital explosion has forced this year to experience some of the significant breaches that companies have faced. In an article, we have also jotted down some of the biggest breaches of 2020 that have left companies alarmed. With such…
The post Top 8 Fraud Prevention Software To Look Out For In 2021 appeared first on Analytics India Magazine.