Author Archives: Vishal Chawla - Page 4
Companies today are leveraging more and more of user data to build models that improve their products and user experience. Companies are looking to measure user sentiments to develop products as per their need. However, this predictive capability using data can be harmful to individuals who wish to protect their privacy. Building data models using…
The post Top Technologies To Achieve Security And Privacy Of Sensitive Data In AI Models appeared first on Analytics India Magazine.
The deep learning component of AI can be a high-performance computing problem as it requires a large amount of computation and a data motion (IO and network). Deep learning needs computationally-intensive training and lots of computational power help to enable speeding up the training cycles. High-performance computing (HPC) allows businesses to scale computationally to build…
The post Why High Performance Computing Could Become The Next Frontier For Enterprise AI appeared first on Analytics India Magazine.
In computer architecture, the combination of the CPU and main memory, to which the CPU can read or write directly utilising specific instructions, is deemed as the central component. Any transfer of data to or from the CPU/memory combination, for instance, by reading data from a disk drive, is considered I/O. Today, the applications are…
The post Why I/O Profiling Is Crucial For Software And Data-Driven Companies appeared first on Analytics India Magazine.
Back in the 90s, the Internet acted as the essential infrastructure that provided the rapid spread of e-commerce. For e-commerce, companies leverage shopping cart software on a web server that enables visitors to a website or mobile application to pick items for ultimate purchase. One of the main e-commerce segments comprises B2C (business-to-consumer), also known…
The post Tech Stack For Your E-commerce Startup: Here’s What You Should Know appeared first on Analytics India Magazine.
Tesla may be introducing machine-learning training as a web service with its upcoming ‘Dojo’ supercomputer, CEO Elon Musk said on Twitter. Project Dojo was initially revealed by Musk last year and is a supercomputer which Tesla has been working on. The supercomputer has been designed to ingest massive amounts of video data and perform massive…
The post Is Tesla Entering Machine Learning As A Service Market? appeared first on Analytics India Magazine.
In computing, a graph database (GDB) is a database which utilises graph structures for semantic queries with nodes, edges, and properties to represent and store data. The graph related data items in the store to a collection of nodes and edges, where edges are representing the relationships across the nodes. Graph databases are a kind…
The post Graph Database: How Graph Is Being Utilised For Data Analytics appeared first on Analytics India Magazine.
Data analytics and high performance computing (HPC) Altair has stated that it has acquired Ellexus– an input/output (I/O) analysis firm. Ellexus helps companies understand the way they access data for various applications. The acquisition of Ellexus is said to provide Altair with more storage functionality for high-performing computer solutions across industries. “Altair proceeds to extend…
The post Why Altair Acquired Analytics Firm Ellexus appeared first on Analytics India Magazine.
Companies are trying hard to succeed at building large-scale, distributed systems-based scalable databases. Let’s talk about one of the most powerful databases, Amazon DynamoDB and how it compares with the best of breed open-source database Apache Cassandra. In this article, we will compare two database systems and help with pointers that one should keep in…
The post AWS DynamoDB Vs Apache Cassandra: Comparing The Two NoSQL Databases appeared first on Analytics India Magazine.
Founded in 2000, Maveric Systems is a software engineering services company that works across financial platforms, banking solutions, data technologies and regulatory systems. The firm has offices around the globe to serve their banking partners spanning across 15 countries, along with a dedicated offshore delivery and research centre in Chennai. The company initially offered testing…
The post Banks Are Increasingly Embracing Cloud & Open-Source For Machine Learning: Muraleedhar Ramapai Of Maveric Systems appeared first on Analytics India Magazine.
Typically financial institutions ask the credit bureau to furnish a credit score of an individual for deciding whether an applicant should be given a loan based on the applicant’s ability to repay it. This is typically calculated using the borrower’s credit history. There are many startups working on alternatives to design credit score models based…
The post Top Credit Scoring Startups In India That Use AI appeared first on Analytics India Magazine.