CONTACT US
info@bidaiondo.com
By 2023, IT investment in Europe is projected to reach more than $1 trillion, according to a recent report by Gartner. This increase represents an increase of 5.5% compared to 2022. In particular, spending on data centers has experienced growth of 3.1%, exceeding $46 billion.
These data highlight the continued importance of information in business decisions and business expansion. In this context, the Spanish company PUE, specialized in consulting and implementation of Data and Machine Learning projects, has identified 5 keys that will be fundamental for data management in 2024. These keys seek to help companies optimize their data processes and make the most of its potential.
The implementation of machine learning
In the coming year, companies will continue to rapidly adopt the latest innovations in machine learning, especially focusing on large language models (LLM). These models use machine learning techniques to understand complex natural language patterns from vast amounts of data.
Although natural language processing (NLP) will continue to be predominant in many use cases, companies will step up the integration of LLM, such as OpenAI's GPT and Google's BERT. This will result in improvements in the quality of interaction with suppliers and customers, automation of natural language processing tasks, development of prototypes and applications in this field, as well as advances in information extraction and the generation of creative content.
Consolidation of the lakehouse as a storage route
More companies will adopt data lakehouse architectures in storage, merging the advantages of data lakes and data warehouses. They take advantage of the raw flexibility of data lakes and the structured analytical capabilities of data warehouses, providing a more complete and balanced approach to data analysis.
This evolution will improve data governance, offering efficiency, time reduction and process optimization. All this, supported by new advanced functionalities such as Apache Iceberg.
Enterprises will accelerate adoption of machine learning solutions and large language models
Creating data spaces to share information between entities
The practice of sharing information in data spaces between entities is gaining relevance in business collaborations. These virtual environments allow the consolidation of data sets from various sources under common rules, facilitating collaboration between companies. These spaces improve efficiency, transparency and collaboration in sectors such as retail, where they personalize the "customer journey" with specific offers based on data on interests and purchasing habits.
In the healthcare sector, the sharing of patient history data improves control and monitoring of the recovery process, as well as accelerates the research and development of drugs and treatments by allowing collaboration between medical institutions, pharmaceutical firms and laboratories.
Design of specific data products for data governance
Companies will also explore creating their own data products to improve information governance and address the specific needs of their businesses. These tools go beyond simple data storage, transforming it into useful information that optimizes processes.
The development of data products involves the creation of new platforms that facilitate the management, access, quality and analysis of data within the organization, thus generating value in strategic decision making. For example: interactive panels and dashboards to view data in a more intuitive way, forecasting solutions with production models to anticipate changes in the market, monitoring and alert systems to prevent stockouts, and virtual assistants that integrate customer service services. .
Data federation as a solution in hybrid and multicloud environments
In terms of integration, data federation is emerging as the leading trend to address the challenge of providing access to distributed data without physically consolidating it into a single central repository. This strategy maintains the autonomy of data at its source, being an effective solution for companies with complex processes in hybrid and multicloud environments.
Data federation maximizes its usefulness without the need to physically move it, resulting in cost reduction, resource optimization and acceleration of procedures.
https://revistabyte.es/tendencias-tic/gestion-dato/
We are going to explain to you what quishing is, a type of scam similar to phishing, but which is based on deceiving you using QR codes. This is a scam in which they pass off a code as legitimate, and take you to a website where they can steal your data. We are going to explain this article by explaining what exactly quishing is, and its main characteristics. This will make you able to identify it and differentiate it from other types of scam,...
Email is one of the main technological innovations that has revolutionized the way we understand the world, as well as reconfigured the business model. Since its invention in 1965, the evolution of this means of communication has been transgressive, and according to data from Statista, there were already more than 4.26 billion users using email in 2022 and the number of emails sent on that same date amounted to 330,000 million, with a growth fore...
BIDAIONDO SL, as the party responsible for the website www.bidaiondo.com, uses its own operating cookies and those of third parties of an analytical nature to allow the use of the website, analyze our services and show you information related to your preferences based on a profile drawn up from of your browsing habits (for example: pages visited). Please bear in mind that, if you do not activate some types of cookies, such as operational and analytical cookies, your experience of using this website may be affected. You can obtain more information and configure your preferences in the CONFIGURE option that appears below, you can reject cookies in the REJECT AND CLOSE option or accept all cookies and continue browsing in the ACCEPT AND CLOSE option.
Data privacy seems important to you, and it is to us too. We store cookie data for 13 months. If you want to know more, you can visit our pages Privacy Policy y Cookies policy. Do you know what cookies are? Cookies are files that are used by virtually all websites. When browsing our page, they are installed in your browser or device to ensure that the website works correctly and store information about your visit. The data provided by cookies treat the user anonymously and in no case do they store personal information.
The data collected by the cookies we use are:
- Addresses IP
- References of visited pages
- References of downloaded files