As a team member within a business environment, you may be familiar with the term “citizen data scientist.” This term has been around for some time and was popularized by Gartner, which defines a citizen data scientist as “a person who creates or generates models that leverage predictive or prescriptive analytics, but whose primary job function is outside […]
How Can Natural Language Processing (NLP) Help My Business?
Research reveals that the global natural language processing (NLP) market size is projected to grow by $33 billion within the next five years, an annual growth rate of 25%. The use of natural language processing for search capability is ubiquitous – from the Google-type “ask a question and get an answer” environment consumers love to the augmented […]
How Descriptive Analytics Leverages Data for Better Decisions
Organizations are recognizing that data can be a powerful business asset, and are investing in data analytics to provide this valuable tool. According to research, more than 95% of all organizations today incorporate data initiatives into their business strategies. However, most businesses falter when it comes to effective and efficient uses of data. Descriptive analytics, the most […]
A Powerful Pair: Modern Data Warehouses and Machine Learning
Artificial intelligence (AI) technologies like machine learning (ML) have changed how we handle and process data. However, AI adoption isn’t simple. Most companies utilize AI only for the tiniest fraction of their data because scaling AI is challenging. Typically, enterprises cannot harness the power of predictive analytics because they don’t have a fully mature data strategy. To […]
Why Embedded BI Is the Best Option for Analytics
When a business considers the implementation of an analytics solution, it may be focused on choosing the easiest, most flexible solution to encourage its users to make analytics part of the process and to incorporate it into everyday tasks to achieve better results. When a business offers embedded BI tools with integration APIs, it provides the […]
Companies Must Develop New Data Muscles to Pivot to Profitable Growth
As the economic environment becomes more somber, companies are focusing on achieving profitable growth and not just growth. Data-driven decisions can accelerate this goal, but organizations must develop new data muscles to get them there. The last few months have been a whirlwind for the business world: slowing growth, bleaker capital markets, layoffs, the possibility […]
The Semantic Lakehouse Explained
Data lakes and semantic layers have been around for a long time – each living in their own walled gardens, tightly coupled to fairly narrow use cases. As data and analytics infrastructure migrates to the cloud, many are challenging how these foundational technology components fit in the modern data and analytics stack. In this article, […]
Democratizing Data to Promote Business Growth
Data democratization, the process of making information accessible to all employees and stakeholders regardless of their technical background, is critical to make data-driven decisions across an organization. However, democratizing data can be complex. Most organizations have a wide gap between business employees, leaders, and data creators due to silos, a lack of data literacy, and a […]
Why Data Analysts End Up Playing Data Detective
Many data analysts are getting a raw deal. For all the optimism around cloud-based systems promising to make Data Management easier, analysts often wind up playing detective – battling through huge information stores on the hunt for useful data, instead of running analysis. For companies, the disillusionment driven by lumbering valuable (and rare) specialists with manual processing […]
Building a Data Analytics Strategy to Understand Your Supply Chain
We’ve all heard and seen the realities of the increase in shipping rates. In 2021, the domestic shipping rates for moving goods by road and rail in the U.S. was up 23% from 2020. The real problem, though, is that even if you can afford that increase, the product and capacity might not be available. […]