Click to learn more about author Shay Lang. With the major changes in the global economy this year, the need to monitor and reassess corporate expenses has never been more important. Both small startups and large enterprises have had to improve on the sales side, reduce their overhead, and review their variable costs in what […]
An Introduction to Integrated Deployment
Click to learn more about author Paolo Tamagnini. Welcome our integrated deployment blog series, where we focus on solving the challenges around productionizing Data Science. Topics will include: Resolving the challenges of deploying models Building guided analytics applications that create not only a model but a complete model process, using our component approach to AutoML […]
What Are Simple Random Sampling and Stratified Random Sampling Analytical Techniques?
Click to learn more about author Kartik Patel. This article discusses the analytical technique known as sampling and provides a brief explanation of two types of sampling analysis and how each of these methods is applied. What Is Sampling Analysis? Sampling is the technique of selecting a representative part of a population for the purpose of […]
The Future of Augmented Analytics: Adding the “Why” into Your Business Reports
Click to learn more about author Neerav Parekh. Data is the new oil, and unlike oil, we are never going to run out of data. With more and more data being produced each minute, businesses have massive, complex datasets that are difficult to deal with. Digging deeper into the data to uncover valuable insights is […]
Data Management, Artificial Intelligence, and Ethics
Combining ethics with Data Management and artificial intelligence can build an organization people will trust. Ethical behavior promotes the smooth functioning of human interactions, which includes business, and supports the overall community. AI has the potential to make ethical decisions and can be used to create a healthy relationship with the customer base. Businesses can […]
15 DevOps Trends to Watch for in 2021
Click to learn more about author Nicholas Winston. DevOps is the popular technology of software development sought by the IT community globally. And now, rather than just being about dev and ops, it is expected to add more value in delivering new features and products and taking away limitations between a business and its customers. […]
Low-Code Automation: The Key for Productive Data Management
Click to learn more about author Param Kahlon. With the pandemic upsetting the ways in which professionals across nearly every industry work, many organizations have recognized the need for technologies that facilitate productivity amid disruption. With many individuals working from home and removed from the structure afforded in an office environment, solutions that can make […]
How Synthetic Data Powers Real-World AI Applications
Click to learn more about author Ashok Sharma. Machine learning (ML) algorithms are everywhere these days. AI applications aren’t something that will be present in the future. They’re already here and have begun making an impact on our lives. AI usage is currently in an embryonic stage and faces significant challenges. The biggest challenge surrounds the […]
What Are Microservices?
Microservices are a flexible, single-purpose software program essentially compatible with any application. Think of them like individual pieces of furniture. Each article (e.g., a sofa, chair, or table) can stand apart and function. But the sum of things make-up the whole (e.g. a chair can surround a table for eating in a dining room or […]
2021 Crystal Ball: What’s in Store for AI, Machine Learning, and Data
Click to learn more about author Rachel Roumeliotis. Artificial intelligence (AI) is no longer a “nice-to-have.” From business processes and smart home technology to healthcare and life sciences, AI continues to evolve and grow as it plays an increasing role in many aspects of our work, home lives, and beyond. As we bid 2020 a […]