Data is a collection of representation of facts as text (news), numbers (figures), graphics (datasheet), images, sound or video. Information is data in context. Without a context, data is absolutely meaningless or clueless to interpret; we create meaningful information by interpreting the context around data collected from different sources. The resulting information helps to take decisions. So, data architecture (DA) is an integral component for defining the information architecture (IA); it is concerned with the design and intent to use data in a given structured format (like databases or data sources and file systems). A data architect models the data in stages (conceptual, logical and physical), and must relate the data to each process that consumes (uses) it.
IA is the starting point for data modelling, design, and development to support business process needs. Any new models or changes to existing models must be consistent with the definitions of existing information objects. IA imposes coherence and consistency in both the definition and use of common data objects. Data management involves data architecture, information architecture, data management and governance, data security and data life cycle management.
Modern data analytics and management require high resources like CPU, memory and storage, and it is a costly investment to handle this on-premises. A cloud platform easily enables agility, scalability, reliability, availability and security for data management solutions.
Data analytics in the sports industry
This story is from the May 2023 edition of Open Source For You.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the May 2023 edition of Open Source For You.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.
Already a subscriber? Sign In
Why Open Source Dependencies Must be Managed
Unmanaged reliance on open source software may result in a Support crisis over a project’s life span, as well as financial loss for the organisation. Planned and regular upgrades of open source software components are a must.
Openchain: Revolutionising Supply Chain Management
Openchain’s unique features cater specifically to enhancing supply chain management. This distributed ledger technology is helping to build a future where supply chains are more transparent, efficient, and secure.
Open Source, Private and Public Blockchain Platforms: What They Offer
Open source platforms play a crucial role in driving innovation and democratising access to blockchain technology. These platforms promise to have a significant impact on the future of society by offering a range of benefits.
Why Choose Hyperledger Sawtooth?
Hyperledger Sawtooth has earned a formidable reputation as a champion of modularity in the realm of enterprise blockchains. We delve into its components and functionalities, as well as the advantages it offers businesses seeking custom-crafted blockchain solutions.
The Metaverse and Blockchain Technology: What the Future Holds
The integration of the metaverse with blockchain technology has opened exciting possibilities for managing digital assets in virtual environments. As virtual worlds become increasingly immersive and interconnected, the need for secure and efficient asset management solutions has never been greater.
Machine Learning Basics for a Newbie
Machine learning is a vast and rapidly evolving field, and this article serves as a stepping stone for those new to the domain. Explore the fundamental concepts of machine learning, from understanding the differences between traditional programming and ML to delving into various types of machine learning algorithms.
The Evolution of Data Centres: From General-Purpose to Accelerated Computing
Data centres are being turned into modern-day factories for Al generation. It’s no surprise, therefore, that traditional general-purpose computing is making way for accelerated computing.
How Much Open Source Is Too Much Open Source?
Intel’s OpenVINO toolkit helps developers by streamlining code writing, freeing them to concentrate on other vital project aspects. Al Evangelist at Intel, Anisha Udayakumar, elucidates on OpenVINO's versatility.
APIs: Helping Applications Communicate and Collaborate
Application programming interfaces APIs) have become integral components that facilitate seamless communication and interaction between different software systems. They play a pivotal role in modern software development, contributing to interoperability, scalability, and innovation across diverse applications. We delve into the fundamentals of APIs, exploring their definition, functions, types, and the significant impact they have on the digital landscape.
Ensuring Ethics in AI and Mitigating Bias
As AI solutions proliferate, ensuring they are not biased with respect to gender, religion, financial status, etc, has become of paramount importance. The good news is that there is a lot of work being done on that front.