By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData Collective
  • Analytics
    AnalyticsShow More
    predictive analytics in dropshipping
    Predictive Analytics Helps New Dropshipping Businesses Thrive
    12 Min Read
    data-driven approach in healthcare
    The Importance of Data-Driven Approaches to Improving Healthcare in Rural Areas
    6 Min Read
    analytics for tax compliance
    Analytics Changes the Calculus of Business Tax Compliance
    8 Min Read
    big data analytics in gaming
    The Role of Big Data Analytics in Gaming
    10 Min Read
    analyst,women,looking,at,kpi,data,on,computer,screen
    Promising Benefits of Predictive Analytics in Asset Management
    11 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-23 SmartData Collective. All Rights Reserved.
Reading: Docker Tools Accelerate Advances in AI Technology in 2021
Share
Notification Show More
Latest News
ai software development
Key Strategies to Develop AI Software Cost-Effectively
Artificial Intelligence
ai in omnichannel marketing
AI is Driving Huge Changes in Omnichannel Marketing
Artificial Intelligence
ai for small business tax planning
Maximize Tax Deductions as a Business Owner with AI
Artificial Intelligence
ai in marketing with 3D rendering
Marketers Use AI to Take Advantage of 3D Rendering
Artificial Intelligence
How Big Data Is Transforming the Maritime Industry
How Big Data Is Transforming the Maritime Industry
Big Data
Aa
SmartData Collective
Aa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > Artificial Intelligence > Docker Tools Accelerate Advances in AI Technology in 2021
Artificial Intelligence

Docker Tools Accelerate Advances in AI Technology in 2021

Docker tools are making a huge impact on the development of AI technology.

Sean Mallon
Last updated: 2021/01/18 at 8:34 PM
Sean Mallon
5 Min Read
AI advances and docker tools
Shutterstock Licensed Photo - By metamorworks | stock photo ID: 712848085
SHARE

Machine learning and other forms of artificial intelligence are shaping our lives in countless ways. As more organizations consider exploring the countless benefits of artificial intelligence technology, developers are looking for more cutting-edge solutions to address their needs.

Contents
What are the potential benefits of Docker for developing and deploying AI technology?Highly intuitive graphic user interface to manage historical versions of Docker imagesEliminating the need for environmental configurationsSimplify running and testing new applicationsDocker is a great platform for developing AI projects

Docker is one of the newest technological evolutions in the field of computer science. It is a platform that uses operating system level virtualization to create new applications through the use of containers. This new platform has been proven to be remarkably efficient for developing new applications.

Many of these applications center around artificial intelligence technology. This has led to growing demand for Helm charts and other third-party tools that benefit Docker developers.

Back in 2018, Docker claimed that over 3.5 million applications had been developed with their platform. Those applications had been stored in over 37 billion containers that were later downloaded by users.

More Read

ai for small business tax planning

Maximize Tax Deductions as a Business Owner with AI

3 Ways AI Has Helped Marketers and Creative Professionals Streamline Workflows
Fortifying Enterprise Digital Security Against Hackers Weaponizing AI
10 Ways How Artificial Intelligence Is Changing the Content Writing Landscape
Use this Strategic Approach to Maximize Your Data’s Value

When Docker was first becoming popular, experts weren’t spending much time discussing the different applications that it was capable of helping develop. It has only been over the last year or so that they have talked more extensively about specific projects where Docker can be incredibly useful.

The market for artificial intelligence applications around the world was estimated to be worth $62.3 billion last year. This was over a 50% increase from 2019. The robust growth in the artificial intelligence market has made Docker Solutions even more appealing.

What are the potential benefits of Docker for developing and deploying AI technology?

There are numerous reasons that Docker has been highly appealing to AI developers. Some of the most promising benefits are summarized below.

Highly intuitive graphic user interface to manage historical versions of Docker images

Developers understand the prevalence of bugs while creating code. They may develop code during the initial stages without any major hassles. Unfortunately, they might have new bugs creep in during later stages of the development process.

This can cause a number of complications. The debugging process can be incredibly burdensome, especially when it is difficult to identify which section of the code is responsible for the bugs that arose.

As frustrating as this process can be for any coding application, it is even more exhausting when developing AI applications. Machine learning software requires many times the number of lines of code as most other software projects. The likelihood of encountering bugs is exponentially higher.

Fortunately, Docker has an exceptional graphic user interface to mitigate this problem. The platform’s GUI makes it easy to look at different versions of the code over time. This makes it a lot easier to revert back to previous versions to fix any issues that might have been introduced during later parts of the coding process.

Eliminating the need for environmental configurations

Developers usually find that the coding process becomes more complicated with larger teams. Since artificial intelligence applications are too large to execute with small teams, this challenge is largely unavoidable.

One of the biggest issues has to deal with environmental configurations. Every team member needs to make sure that their environment is properly setup to seamlessly create code specific to the application at hand.

Docker has helped address this issue. The platform interface has a uniform project environment across all team members. This minimizes the hassle and time involved with setting up a new environment for any given project.

Simplify running and testing new applications

A lot of development platforms make executing code very complicated. You might have to execute different types of code at various intervals if they were written in different applications.

Docker was a more centralized platform. It is a lot easier to execute the entire application with a single command line.

This is a great benefit for any type of application development. It is a particularly significant selling point for creating artificial intelligence applications.

Docker is a great platform for developing AI projects

AI is becoming a lot more complicated these days. Docker is a great platform for developers that are trying to streamline the development process. This can reduce the complexity of code, help with the debugging process and ensure code is developed a lot more quickly. A growing number of developers are likely to start relying on it in the near future as the benefits gain a lot more attention among the computer science community.

TAGGED: advances in AI, artificial intelligence, Docker tools
Sean Mallon January 18, 2021
Share this Article
Facebook Twitter Pinterest LinkedIn
Share
By Sean Mallon
Sean is a freelance writer and big data expert. He loves to write on big data, analytics and predictive analytics.

Follow us on Facebook

Latest News

ai software development
Key Strategies to Develop AI Software Cost-Effectively
Artificial Intelligence
ai in omnichannel marketing
AI is Driving Huge Changes in Omnichannel Marketing
Artificial Intelligence
ai for small business tax planning
Maximize Tax Deductions as a Business Owner with AI
Artificial Intelligence
ai in marketing with 3D rendering
Marketers Use AI to Take Advantage of 3D Rendering
Artificial Intelligence

Stay Connected

1.2k Followers Like
33.7k Followers Follow
222 Followers Pin

You Might also Like

ai for small business tax planning
Artificial Intelligence

Maximize Tax Deductions as a Business Owner with AI

9 Min Read
3 Ways AI Has Helped Marketers and Creative Professionals Streamline Workflows
Artificial Intelligence

3 Ways AI Has Helped Marketers and Creative Professionals Streamline Workflows

6 Min Read
Digital Security From Weaponized AI
Security

Fortifying Enterprise Digital Security Against Hackers Weaponizing AI

11 Min Read
AI-powered content writing tools
Artificial Intelligence

10 Ways How Artificial Intelligence Is Changing the Content Writing Landscape

8 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US

© 2008-23 SmartData Collective. All Rights Reserved.

Removed from reading list

Undo
Go to mobile version
Welcome Back!

Sign in to your account

Lost your password?