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Platforms for big data and data engineering In the first piece of this series, we talked about what big data engineering is and some of the key ideas. This article will cover the platforms used for data engineering, the options accessible, any big data platform’s capabilities and characteristics, and general use cases for each.

What is Digital Technology

The term “digital,” which is derived from the Latin digitus, or “finger,” refers to one of the earliest counting instruments. Digital information is converted into numbers—at the most fundamental machine level, as “zeroes and ones”—when it is stored, transmitted, or forwarded. The term refers to technology in this chapter that uses microprocessors, including computers and computer-dependent software like the Internet, as well as other hardware like video cameras and portable devices like phones and personal digital assistants.

The Impact of Digital Technology

More quickly than any other innovation in human history, digital technologies have transformed civilizations and have now reached almost 50% of the population in developing countries. Technology may be a huge equalizer by improving connection, financial inclusion, access to commerce, and public services.

AI-enabled frontier technologies, for instance, are assisting in the diagnosis and treatment of diseases as well as the extension of life span in the healthcare industry. Distance learning and virtual learning settings have allowed students who would otherwise be shut out of programs to participate. With the aid of AI, public services are also becoming less bureaucratically onerous and more accountable through blockchain-powered systems. Additionally, big data can help make policies and programs more precise and responsive.

But those who aren’t yet linked are further behind and shut off from the advantages of this new era. Women, the elderly, individuals with disabilities, people from ethnic or linguistic minority groups, indigenous peoples, and residents of underdeveloped or isolated areas make up a large portion of those who are left behind. Among some constituencies, the rate of connectedness is slowing or even turning around. For instance, women use the internet at a rate that is 12% lower than men’s worldwide. While this difference decreased between 2013 and 2017 in the majority of regions, it increased from 30% to 33% among the least developed nations.

When algorithms operate on data that is insufficiently varied, they might reproduce and even increase systemic and human bias. The IT industry’s lack of diversity may indicate that this problem is not being sufficiently handled.

THE WORKING FUTURE
Technology has transformed the labor force throughout history, bringing in new forms and patterns of employment while rendering others obsolete and causing broader societal changes. It’s conceivable that the present wave of change will have a significant influence. For instance, according to the International Labour Organization, the adoption of sustainable practices in the energy sector, the use of electric vehicles, and boosting energy efficiency in present and future buildings might result in the creation of 24 million additional jobs globally by 2030.

According to projections from organizations like McKinsey, 800 million jobs could be lost to automation by 2030, and surveys show that the majority of workers are concerned that they lack the education or experience required to land a well-paying position.

There is general agreement that addressing these trends will necessitate adjustments in the way we approach education, such as emphasizing STEM subjects more, teaching soft skills and resilience, and making sure people can re-skill and up-skill throughout their lives. Better support will be required for unpaid labor, such as child care and elder care in the home, as the demands on these jobs are projected to rise as the world’s population ages.

THE DIRECTION OF DATA
Today, digital technologies like data pooling and AI are employed for everyday tasks like traffic navigation and bill payment as well as tracking and diagnosing problems in agriculture, health, and the environment. They can be used to protect and exercise human rights, but they can also be abused, such as when they are used to track our whereabouts, purchases, communications, and actions. The instruments to harvest and exploit data for financial and other goals are becoming more and more available to governments and enterprises.

If there were a method for effectively regulating personal data ownership, however, personal data would start to become an asset to an individual. Depending on the kind of safeguards put in place, data-powered technology has the ability to empower individuals, enhance human wellbeing, and advance universal rights.

SOCIAL MEDIA’S FUTURE
Nearly half of the world’s population is connected by social media. It enables individuals to communicate in real time with people all around the world and to have their voices heard. By giving hate speech and false information a platform or by amplifying echo chambers, it can, however, also serve to perpetuate preconceptions and foment division.

Social media algorithms can contribute to the globalization of society’s fragmentation in this way. However, they also have the capacity to have the opposite effect.

THE WAY AHEAD FOR CYBERSPACE
At a time when geopolitical tensions are rising, a lot of conversation is being had on a national and international level about how to handle these changes. The UN Secretary-General has warned of a “great fracture” between major world powers, each of which has its own internet and artificial intelligence strategy, as well as dominant monetary, trade, and financial norms and divergent geopolitical and military viewpoints. Such a division might create a virtual Berlin Wall. A universal cyberspace that reflects global standards for peace and security, human rights, and sustainable development is increasingly seen as being essential to ensuring a united world. The High-Level Panel on Digital Cooperation of the Secretary-General makes the “global commitment for digital cooperation” as one of its main recommendations.

Examples of Digital Technology

Almost every aspect of modern life has been profoundly altered by digital technology in recent years, including communications, the workplace, entertainment, travel, banking, and shopping.

1. Websites
2. Buying and Selling Online
3. Smartphones
4. Digital Televisions
5. Video Streaming
6. eBooks
7. Digital Music
8. Geolocation
9. Blogs
10. Social Media
11. Computers
12. Printers
13. Self-Scan Machines
14. ATMs
15. Digital Cameras
16. Cars and Other Vehicles
17. Clocks
18. Robotics
19. Drones and Guided Missiles
20. Banking and Finances

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