Digitization of the Automobile Industry

Digitization of the Automobile Industry

The vehicle of the future is electric, autonomous, and connected. And it’s being shaped by parallel developments in the automobile and technology industries, through innovations and collaborations, both in terms of technology and business model.

Industry : Others
CNN+BERT for Video Recognition

CNN+BERT for Video Recognition

Traditionally, for video-based Action Recognition task, 3D CNN are used to extract temporal information and Temporal Global Average (TGAP) layer to summarize this information. In this work, we replace the TGAP layer with the attention mechanism of BERT as it has been state-of-the-art for many sequence-based tasks. BERT’s bidirectional attention mechanism gets a better representation of Temporal information with respect to TGAP.

Industry : Technology
How to use Reinforcement Learning to Valuate Textual Data

How to use Reinforcement Learning to Valuate Textual Data

Having an accurate dataset is a very important aspect for training neural networks. A model trained on corrupted and faulty data may result in poor performance and getting a clean dataset is not always possible.

Industry : Technology
The Podcast Platform Wars

The Podcast Platform Wars

Podcast ad spending in the US is expected to surpass USD 1 billion by 2021, jumping nearly 45% from $782 million in 2020 to $1.13 billion. Everyone wants a share of the pie — traditional radio companies, content publishers, pure-play tech companies and content hosting platforms.

Industry : Media
How to Design a Sustainably Accurate and Fast Model for Text Classification Tasks

How to Design a Sustainably Accurate and Fast Model for Text Classification Tasks

Text classification is a common problem in natural language processing, and its task is to assign a pre-defined category to a given text sequence. The key step in solving it is to learn the text representation. Mainly, there are two solutions: to use a pre-trained model or not …

Industry : Technology
COVID-19 and Back-to-School Shopping in the US

COVID-19 and Back-to-School Shopping in the US

Amid high uncertainty on how back-to-school this year will pan out across the US, trends in category spending are telling. What sectors are showing growth? Where is spending dipping? How can Technology, Retail, and CPG brands leverage these emerging trends and address consumer concerns on safety, availability and affordability? Ajith Sankar, Senior Vice President – Analytics and Insights at Course5 Intelligence, provides perspective.

Industry : Retail
Automated Machine Learning (AUTO-ML)

Automated Machine Learning (AUTO-ML)

Enterprises have begun to shift from just solving static business problems to predicting the future. Hence predictive modeling and Machine learning (ML) have become essential technology for enterprises to make data-driven decisions

Industry : Technology
Video Ontology: Applying Deep Learning for Video Understanding

Video Ontology: Applying Deep Learning for Video Understanding

The past decade has seen rapid advancements in the area of computer vision, with deep neural networks, particularly convolutional neural networks (CNNs), achieving remarkable results in multiple areas of image processing. The breakthrough success of deep learning for images has sparked more recent…

Industry : Others
Building a Data-Driven Culture With AI-powered Insights for All

Building a Data-Driven Culture With AI-powered Insights for All

Organizations have been investing in Analytics and Business Intelligence (BI) for many years now. However, a common problem they are facing is that they are still trying to solve business problems on an ad-hoc basis. For instance, when a senior executive asks his BI analyst the reason behind the drop in sales, the analyst goes back, builds a regression model and then presents the top two factors that influenced the drop.

Industry :
Light Fidelity: A Breakthrough Technological Innovation in Industry 4.0 Transformation

Light Fidelity: A Breakthrough Technological Innovation in Industry 4.0 Transformation

Imagine a world where light connects us to the internet. Lights that illuminate our offices, homes, cars and streets, are also connecting us to data and powering our growing demand for connectivity through Li-Fi (Light Fidelity) technology.

Industry : Technology
Will Amazon Disrupt the World of Advertising?

Will Amazon Disrupt the World of Advertising?

Digital advertising is booming through targeted advertisements. Currently, Google, Facebook, and Alibaba are the leading digital ad space sellers. Owing to the immense growth of digital advertising, one of the leading e-commerce giant – Amazon is focusing on making inroads in this space by leveraging its existing e-tail presence and its customer base. Amazon is gaining in advertising when the public perception of Google and Facebook has soured. It is well known how Amazon threatens the world’s retailers, but the world is waking up to see the prowess of Amazon in the advertising business.

Industry : Others
Nanotechnology – Harnessing the power of miniaturization

Nanotechnology – Harnessing the power of miniaturization

Nanotechnology deals with dimensions and tolerances of less than 100 nm, especially the manipulation of individual atoms and molecules. It helps to manufacture lighter, stronger, cleaner, less expensive and more precise products.

Industry :
Go Green & Be Seen: The Rise of ‘Natural’ in CPG

Go Green & Be Seen: The Rise of ‘Natural’ in CPG

Rising health concerns, environmental risks and pandemic stress are no longer distant nightmares. They are all around us, all over us and are consuming us. In the light of this, every urban dweller is craving better health, cleaner air, a simpler, stress-free life, and is looking to do his bit to change they society and the world at large.

Industry : Consumer Goods & Services
Cloud Compete Insights

Cloud Compete Insights

Cloud computing platforms and applications are proliferating across enterprises today, serving as the IT infrastructure backbone
and driving new digital businesses. The basic needs of an IT customer have transformed from just having servers and storage, to
Serverless Computing and Blockchain.

Industry :
Brain Computer Interfaces: The New Dynamics of VR Gaming

Brain Computer Interfaces: The New Dynamics of VR Gaming

A thought leads to an action. When the brain thinks, its neurons guide and control the actions and functions of the
body. BCI (Brain-Computer Interface) technology has turned science fiction into reality and defies the usual way people and
technologies communicate. As per market studies from KBV Research and Allied Market Research, BCI market is
expected to grow at an approximate CAGR of 12% for the time period of 2016 -2022 and most of the users might be
from North American region.

Industry :
Enterprise Voice Assistant – Market Analysis

Enterprise Voice Assistant – Market Analysis

The rapid progress in natural language processing has led to the development of tools that can understand human speech and can respond at a high levels of accuracy and relevance. As a result, voice assistant in enterprises is emerging as an essential way of interacting with its employees and customers.

Industry :
Deep Learning for Enterprise Business Applications – Part 1

Deep Learning for Enterprise Business Applications – Part 1

Deep Learning has huge implications for enterprise business applications that remain largely unexplored. This paper identifies four areas of impact – Data Pre-Processing, Disaster Recovery, Application Software Delivery, and Change Management.

Industry :
Research Operations Ver. X.0: Using AI to Make the Shift

Research Operations Ver. X.0: Using AI to Make the Shift

The trend that is likely to have the greatest impact for MR and Insights departments is the application of AI and
automation at critical pain-points across the MR operations value chain. We know from data over the last decade that
the market research industry has been experiencing flat growth rate and has been relatively less agile in terms of
adapting to fast-changing business requirements.

Industry :
The Rebound to Personalization Post Data Security Norms

The Rebound to Personalization Post Data Security Norms

Between macro strategies for segmentation and individual-level personalization, lies a huge area of opportunity for businesses to create live, shifting micro-segments of consumers based on their immediate or recent behavioral characteristics. And the source of data for these micro-segments is not necessarily an external social or digital space

Industry :
Data Lakes: Four Things To Consider for Future Scalability

Data Lakes: Four Things To Consider for Future Scalability

Data is growing in volume, speed and in types. This is creating challenges for storing data and using it when required. To overcome this challenge,
organizations are embarking on data lake journeys.

Industry :
The Four Commandments  of   competitive intelligence

The Four Commandments of competitive intelligence

New product introductions and marketing for existing products would have been a cakewalk if you had known about your competitor’s plans, However, since,
it is unlikely that they would share this information with you, it is imperative

Industry :
Brand Tracking With Digital Data

Brand Tracking With Digital Data

As digital media data analytics and allied digital cognitive capabilities evolve, brand tracking goes live – straight from the consumer’s consciousness. Social data, combined with Web Analytics data and customer data available to an organization, provides compelling snapshot of consumer opinion, experience, and engagement with a brand.

Industry :
Data as a Strategy: The New Thinking to Drive Innovation

Data as a Strategy: The New Thinking to Drive Innovation

Organizations with top-down decisions have often found that leveraging of data to drive the decision-making process is lower
The concept of Enterprise Data Marketplace propels employees to actively seek and use data…

Industry :
An Introduction to Smart Dust Technology

An Introduction to Smart Dust Technology

Smart Dust technology produces motes for commercial and military use and helps in developing world-class remote
premises surveillance technology, these tiny machines equipped with sensors are now becoming a reality.

Industry :
Threat Intelligence: Immunizing the Organization against Cybercrime

Threat Intelligence: Immunizing the Organization against Cybercrime

In today’s cyber landscape, new and sophisticated threats continue to emerge on a daily basis across multiple platforms & technologies. Cyber criminals pose different types of threats to organizations across various sectors and geographies, driven by a host of socio, economic and political motivators.

Industry :
Managing Work Offshore: Best Practices

Managing Work Offshore: Best Practices

Offshore outsourcing of market research operations has become an accepted way of doing business. A number of statistics support the fact that market research operations are being outsourced to specialist companies around the globe. Almost all large research companies and many mid-size to smaller market research firms are outsourcing an increasing proportion of their research operations. By all indications this trend is only going to grow in the coming years.

Industry : Research & Consulting Firms
Product Attribute Optimization Using Social Data

Product Attribute Optimization Using Social Data

Product offering has no less part to play in building market share, brand image and the very much sought after, customer loyalty. A product is nothing but collection of multiple attributes
to serve the functional, emotional and aspirational needs of users.

Industry : Consumer Goods & Services
Deep Learning in Autonomous Cars

Deep Learning in Autonomous Cars

Technology has seen plenty of advancements over the decades, with cars nowadays being equipped with several sensors such as LIDAR, cameras, radars and more, with different technologies being adopted in the car…

Industry : Consumer Goods & Services
High Performance Computing (HPC) –  Report on its biggest transition in two decades

High Performance Computing (HPC) – Report on its biggest transition in two decades

(HPC) encompasses advanced computation over parallel processing, enabling faster execution of highly compute intensive tasks. HPC systems can range from a desktop computer with an accelerator

Industry :
What-if AWS acquires Salesforce.com?An analysis on benefits and implications onthe industry

What-if AWS acquires Salesforce.com?An analysis on benefits and implications onthe industry

AWS and Salesforce have entered into a strong partnership deal, to fulfill some of the gaps in their businesses. The likely acquisition of Salesforce by AWS is expected to extend their long standing relationship, thereby
deriving further synergies and benefits

Industry :
Quantum Computing Processors: A Deep-Dive Analysis

Quantum Computing Processors: A Deep-Dive Analysis

Quantum computing is the area of study focused on developing computer technology based on the principles of quantum theory,
which explains the nature and behavior of energy and matter on the quantum (atomic and subatomic) level

Industry :