Over a million developers have joined DZone.
{{announcement.body}}
{{announcement.title}}

Quantum Computing Will Revolutionize AI, Big Data, and Machine Learning

DZone's Guide to

Quantum Computing Will Revolutionize AI, Big Data, and Machine Learning

Quantum computing introduces new features that are capable of performing duties that usually require human intelligence.

· AI Zone
Free Resource

Find out how AI-Fueled APIs from Neura can make interesting products more exciting and engaging. 

As the world is changing due to the advancement of technology, computers are advancing faster than ever before. The introduction of quantum computing has enabled many computers to effectively handle the enormous amount of data stored daily, increase speed when analyzing data, and expand artificial intelligence, machine learning, and programming capabilities. Below are some ways quantum computing will revolutionize artificial intelligence, big data, and machine learning.

Quantum Computing Will Escalate Memory and Data Transfer

Quantum computing will enable memory storage capacities to increase through the modification of slow memory, random access memory (RAM), random only memory (ROM), and cache memory. These memory changes will improve the memory that's stored in databases on different computers. Again, quantum computing will enhance the assimilation of data from different parts of a database — making it the future the future of data integration. Quantum computing will quickly improve its ability to interpret and integrate vast data sets, which will revolutionize and further develop machine learning and artificial intelligence abilities.

Another way quantum computing will bring revolution is through the capability of experimental data, which can provide solutions for any severe blockers that one faces and deliver solutions in a more clarified way. As the amount of data continues to increase every second, quantum computing will provide a sufficient field to work efficiently in, as it offers a wide variety of computational tactics to reach a solution and present answers. The modes of data presentation that quantum computing offers are expected to have a unique view that we see in the current computer generation.

Quantum computing will enhance ease of accessing data with big arrays. It uses Kafka to access multiple servers to find information from huge datasets. While such computers enable access to databases with vast data, quantum computing takes very few seconds to find this information and show related data — even in an unorganized database. Conversely, parallel computing is done simultaneously and consumes a lot of time. Any massive amounts of data spread across a database are hard or time-consuming to access. But quantum computing can recover the time lost. Moreover, quantum computing is able to store many different kinds of data in the database without slowing down or crashing, like parallel computers tend to. 

Many large organizations require faster and more efficient machines that can enable them to solve complex issues quickly. Quantum computing will offer computers that meet this requirement. 

Quantum Computing Will Advance Programming

Quantum computation will enable computers to work with little or no supervision. For example, consider a computer that is generating a monthly or annual report every month of sales or losses that an organization faces. Using this information, organizations can build up a strategic plan to avoid loss or implement new objectives that will progress the company to new successful activities. Quantum computing minimizes the bulk of work and enhances programming capabilities.

Above are some of the ways that quantum computation is going to facilitate change in AI, big data, and machine learning. Sophisticated quantum computing enhances existing computer functions and makes them faster, more efficient, and easier to use. Again, quantum computing introduces new features that are capable of performing duties that usually require human intelligence.

To find out how AI-Fueled APIs can increase engagement and retention, download Six Ways to Boost Engagement for Your IoT Device or App with AI today.

Topics:
ai ,big data ,machine learning ,quantum computing

Opinions expressed by DZone contributors are their own.

{{ parent.title || parent.header.title}}

{{ parent.tldr }}

{{ parent.urlSource.name }}