AI and data science have remained areas of focus in the last year and will continue to be top of mind for many tech companies in the coming year. Wearables, especially those with health monitoring capabilities, have also grown abundant as medical and consumer companies alike ramp up their offerings in response to increased demand. […]
Understanding the Five Tenets of Intelligent Automation
Data-driven decision-making is a critical aspect of modern business operations, with most organizations leveraging enterprise applications to execute their business processes easily and effectively. However, the users of these tools have historically needed to make a majority of their decisions manually, outside the software, creating inefficiencies that have a negative impact on operations. Businesses are […]
Goodbye Dashboards: How Modern BI Tools Are Being Used to Analyze Data
Not all that long ago, the only way for businesses to readily access their data was through dashboards. And, even then, these predefined and static dashboards provided data that was restricted only to citizen data scientists and data analysts. Standalone, static dashboards also inadvertently distract users and force them to shift their focus from their typical tasks […]
Developing a Successful Data Science Project
While Data Science practitioners, aspirants, and enthusiasts often get caught up in the business benefits of Data Science, it is equally important to keep a close watch on the common pitfalls that need to be avoided to launch a successful Data Science project. By identifying and exploring why some initiatives fail, data scientists can learn […]
2023 Predictions for AI, Machine Learning, and NLP
It’s been an exciting year in AI, machine learning, and NLP, with text-to-image generators and large language models delivering some very impressive results and a lot of promise for the future – while noting all of the important caveats about their shortcomings including mitigating societal biases, the possibility of them being used to generate “fake […]
Merging Fast and Slow Data for a Full View of Human Intent
The digital industry has evolved massively and consistently over the years, often taking off in surprising directions. But one thing has remained constant: The role that data plays in driving business success has only grown. Looking toward the future, data-driven decision-making is an increasingly complex process, involving more and varied sources of data to stay ahead of […]
4 High-Impact Data Quality Issues That Are Easily Avoidable
When we talk to prospective customers, their first questions are usually around the fundamentals of data quality, including what it is, how we measure it, what happens when it goes south, and how data quality issues can be prevented. Our answers always come back to the core that drives our mission: Data is the lifeblood […]
AI Trends to Watch in 2023
For the last decade, AI has been accelerating at a staggering pace. According to MarketsandMarkets, the industry is expected to reach $42.4 billion in 2023. It’s clear there’s no slowing down in sight, and we’re starting to realize it with the debut of powerful new AI-powered products and services across industries. But what’s actually driving this […]
ML Model Operationalization Is a Key Challenge and Opportunity for 2023
As we head into 2023, machine learning (ML) professionals are taking stock of the past year and identifying potential key opportunities moving forward. To that end, my company recently polled 200 U.S.-based ML decision-makers to better understand what those opportunities might be. One area we focused on was the challenge behind operationalizing machine learning, which respondents […]
What to Expect in 2023: AI and Graph Technology
2023 will bring exciting advances in AI and graph technology. One of the most compelling innovations will be the ability for quantum programs to be turned into graphs and vice versa. Natural language understanding will become part of AI models. The adoption of standards-based semantic layers will spike as they enable data selection through business terms. Graph […]