This article highlights 10 of the biggest trends triggered by technological advancements in artificial intelligence (AI) and machine learning (ML). These trends have collectively revolutionized the way businesses approach everything from education and economics to the environment. The broad AI and machine learning trends include the provisioning of cloud platforms for data activities – accelerating the use […]
Data Mesh Architecture Benefits and Challenges
ThoughtWorks consultant Zhamak Dehghani created the concept of data mesh as a self-serve, domain-oriented design that later evolved into a data-as-a-product design. By integrating and analyzing data from disconnected systems all at once, the data mesh architecture benefits the organization by eliminating the need to pull data from multiple systems and preprocess it. In a […]
Data Analytics and BI Trends in 2023
As we enter 2023, it is a good time to explore the biggest data analytics and BI trends for this new year. This article will look at the top 12 trends in data analytics and BI, which collectively guide the education, health care, economic, and environment sectors. In a data-first business ecosystem, data and analytics are jointly […]
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 […]
Eight Common Data Strategy Pitfalls
In the digital business world, organizations can’t take advantage of their data assets without a proper Data Strategy in place. The Data Strategy is the plan that enables an enterprise to meet its business goals through its data. Avoiding common Data Strategy pitfalls and creating a successful strategy empowers an organization to realize its mission […]
The Rise of Cloud Data Architecture
The rising popularity of cloud data architecture signals a central theme: Global businesses in the coming years will migrate their data center operations fully to the cloud, as it offers some inherent advantages over on-premise set-ups. Business survival in the digital age has become synonymous with migration to the cloud. When businesses look for unlimited data […]
Getting Executive Buy-In for Data Analytics
In a world driven by data, business analytics and data analytics can work together to maximize efficiencies, uncover actionable insights, and help businesses drive value. Data analytics is an iterative study of data in an organization, focusing on applying statistical and other techniques to uncover insights that may help to promote innovation and the financial […]
What Makes a Great Data Scientist in 2023?
A great data scientist combines expert knowledge of various interrelated academic disciplines to help global enterprises make agile decisions for improved business performance. Data scientists use statistics, mathematics, data mining, and computer science to analyze data sets for observable trends and patterns. They are also experts in data collection and storage methods. The Bureau of Labor Statistics had predicted […]
Data Management Trends in 2023
In a world driven by data, companies that are successful at extracting actionable insights through Data Management will be able to innovate more quickly, develop better strategies, and govern change more efficiently. Data analytics, which has been completely overtaken by technologies like artificial intelligence (AI) and machine learning (ML), has emerged as a critical game […]
Data Architecture 101
The term “data architecture” is defined as a set of models, policies, rules, and standards governing data flow and management within an organization. Thus, data architecture, a subset of enterprise architecture, involves the operating rules governing data-related activities like data capture, data storage, data integration, and data usage. In other words, this collection of models, standards, […]