With the increasing use of big data by organizations in every field, the need for big data analysts will continue to grow. Big data analysts examine vast amounts of varied data. They uncover hidden patterns, customer preferences, and market trends. One of the primary differences between a big data analyst and a data scientist is […]
PoolParty Demo: A Knowledge Graph Driven Recommender Engine
Download the slides here>> According to various studies, employees in knowledge-intensive industries spend >20% of their time searching for the right information. The right information might be the relevant document you are looking for, the right person to talk to, the right piece of equipment to use, etc. So relevance is key and ideally, you […]
Enterprise Analytics Trends
Evan Terry, Chief Analytics Officer at Velocity Mortgage Capital said that enterprise analytics technology is increasingly sophisticated, due to machine learning, artificial intelligence (AI), and streaming analytics, but you can’t benefit from these advancements without a solid foundation. “There’s a real interplay there between the foundational and the advanced.” Terry discussed these interplays during his […]
AI Mindset: Adopting the Right Framework for AI Implementation
Click to learn more about author Andriy Latysh. Businesses today are facing a key turning point in AI adoption and, as such, are perfectly positioned to reach new heights with AI, by gleaning actionable insights, improving operational efficiency, deciphering customer behaviors, and reducing costs. That said, just because an organization is willing to adopt AI […]
The Distributed Cloud and Data Governance
The business of Data Management embraced new complexities when diverse types of data started flowing in—in huge volumes through multiple data channels and in real time. Analysis of very high-speed, high volume, multi-type business data necessitated the growth and development of advanced Data Management technologies and tools, and cloud computing technologies were born out of […]
Human-Machine Collaboration: Building Trust with Augmented Intelligence
Click to learn more about author Deepak Dube. Gartner reports have popularized the term “augmented intelligence” in the past couple of years. In this article, I will explain what it entails. Let’s begin with how Gartner defines it: “Augmented intelligence is a design pattern for a human-centered partnership model of people and artificial intelligence (AI) working together […]
Next Generation Business Intelligence: Customer-Driven Success
In the customer-driven era, business success depends on how quickly a business can respond to a customer demand. The more that businesses become reliant on real-time outcomes, the more they will seek next-generation (next-gen) BI deployments. Traditional Business Intelligence (BI) platforms were high-cost and time-intensive applications. The current trend in BI is to move toward […]
Knowledge Graphs, Ontologies, and AI
This past fall, all aspects of the computable knowledge structure KBpedia – its upper ontology (KKO), full knowledge graph, mappings to major leading knowledge bases, and 70 logical concept groupings called typologies – became open source. Making big strides in increasing definitions and mappings has been a main focus of KBpedia v. 1.60. As it always […]
Data Annotation Tools for Machine Learning
Click to learn more about author Seapee Bajaj. In machine learning, data annotation involves the labeling of data to illustrate the outcome that is to be predicted by a machine learning model. One needs to mark, label, tag, transcribe, or process a dataset with the features that are required by a machine learning system to learn to […]
How E-Commerce Companies Use AI to Power Their Sales
Click to learn more about author Hardik Shah. AI-enabled computer programs can think, learn, and act in particular situations as humans do. When these intelligent programs are applied to machines, they can understand and improve without human intervention. E-commerce is one such everyday use case where merchants are increasing their sales by leaps and bounds […]