Skip to content
Full Scale
  • Pricing
  • Case Studies
  • About Us
  • Blog
  • Pricing
  • Case Studies
  • About Us
  • Blog
Book a discovery call
Full Scale
Book a call
  • Pricing
  • Case Studies
  • About Us
  • Blog

In this blog...

Share on facebook
Share on twitter
Share on linkedin

Full Scale » Development » 7 Useful Tools for AI Development

Graphic illustration depicting a human head silhouette with circuit patterns inside a computer monitor, alongside text on the right that reads 'tools for AI development,' set against a dark green background with various gear.
Development

7 Useful Tools for AI Development

Last Updated on 2025-03-09

If you’re looking to get into AI development, it’s crucial to use the right programming languages and tools. In this post, we’ll look at some of the best software development tools for artificial intelligence.

Artificial intelligence ranks among the most rapidly growing fields in technology today. As businesses and individuals increasingly rely on AI-powered services and products, the demand for skilled developers continues to rise.

Software developers need the right tools to produce cutting-edge results.

Tools for AI Development That You Can Use

Software development is a set of processes that synergize to create a holistic product. Hereโ€™s a list of different AI tools with details on how theyโ€™re used in development:

IDE (Integrated Development Environment) Tools for AI

One of the most important tools for AI development is an IDE. An integrated development environment is a software application that provides a comprehensive set of features to help developers write and debug code. Some of the best IDEs for AI development include Visual Studio Code, PyCharm, and Eclipse.

Subscribe To Our Newsletter

Visual Studio Code

This lightweight source code editor works on desktops via the Mac, Windows, or Linux platforms. It boasts a rich pool of libraries and extensions that you can use for development. VS Code has built-in support for Node.js, TypeScript, and JavaScript.

VS Code Tools for AI is a cross-platform extension for VS Code. It allows developers to use deep-learning frameworks like TensorFlow and CNTK.

PyCharm

PyCharm is an IDE dedicated to Python development. As such, it provides a convenient environment and essential tools for “snake charmers.” It’s a popular IDE in artificial intelligence because Python is used for data science and machine learning.

Eclipse

Another popular AI-friendly IDE is Eclipse. It mainly offers an appealing development environment for Java coders. Java is also a great programming language that’s powerful enough to build AI-based apps.

Just like VS Code and PyCharm, Eclipse hosts tools and extensions for AI development.

Machine Learning Tools and AI Frameworks

Another essential tool for AI software development is a deep-learning platform. These software applications help developers build and train machine learning models. Some of the best machine learning platforms include TensorFlow, Keras, scikit-learn, and PyTorch.

TensorFlow

Google’s TensorFlow is a free open-source library that’s popular among AI developers. It has a wide range of features but mainly focuses on training deep neural networks. While TensorFlow uses Python, it requires C++ to boost performance.

Keras

Like TensorFlow, Keras is a free open-source library used for AI development. To its core, it’s an API (application programming interface) that provides backend support for TensorFlow. World-famous websites like Yelp, Netflix, and Uber use Keras.

scikit-learn

This is another free Python-based library for coding artificial intelligence software. Although the lack of uppercase letters makes it hard to write about scikit-learn, this library supplies algorithms that help software perform data classification, regression, and clustering. These functions add machine learning capabilities to programs.

PyTorch

PyTorch is yet another machine learning framework based on both Python and the Torch library. The main goal of this framework is to speed up the prototyping process in deep-learning research.

Learning Resources and Communities

Finally, it’s essential to have a full understanding of data structures and algorithms. Structures organize data in ways that make it easy to retrieve and manipulate. Algorithms are sets of instructions that solve problems. Some of the best resources for real intelligence on AI data structures and algorithms include:

  • Coursera
  • DataCampC
  • Udacity

Each platform offers a variety of materials that can help you understand artificial intelligence concepts better. Software developers also flock to different communities for AI development assistance. These are some of the top software developer communities on the interwebs today:

  • GitHub
  • Stack Overflow
  • Hackernews
  • Hackernoon
  • Women Who Code
  • Reddit

Version Control System Tools

One crucial tool that AI developers often overlook is a version control system (VCS). These software applications enable developers to track changes to their codebase and manage different versions of their code. Some of the best systems for AI development include Git, BitBucket, and Mercurial.

These are just a few of the many software development tools that are available for AI coders. By using the right tools, any software developer can boost efficiency and produce better results.

At the same time, every project is different. It pays to do your own research and find the best tools for your purposes. From there, you can start building amazing AI-powered products and services!

Build Your AI Product Today!

The latest trends in artificial intelligence show that this technology continues to grow and diversify. Now is the time to create your own AI product. And thatโ€™s what Full Scale is here to help you accomplish!

Full Scale is an offshore software development company with nearly 300 top-tier software experts. Our developers have expertise in different fields, such as web design, mobile development, SaaS, AI development, and data science.

Alongside our highly competent developers, we also have QA specialists, project managers, and content producers who are ready to join your project. Want to hire world-class software talent?

Work with Full Scale today!

matt watson
Matt Watson

Matt Watson is a serial tech entrepreneur who has started four companies and had a nine-figure exit. He was the founder and CTO of VinSolutions, the #1 CRM software used in today’s automotive industry. He has over twenty years of experience working as a tech CTO and building cutting-edge SaaS solutions.

As the CEO of Full Scale, he has helped over 100 tech companies build their software services and development teams. Full Scale specializes in helping tech companies grow by augmenting their in-house teams with software development talent from the Philippines.

Matt hosts Startup Hustle, a top podcast about entrepreneurship with over 6 million downloads. He has a wealth of knowledge about startups and business from his personal experience and from interviewing hundreds of other entrepreneurs.

Learn More about Offshore Development

Two professionals collaborating on a project with a computer and whiteboard in the background, overlaid with text about the best team structure for working with offshore developers.
The Best Team Structure to Work With Offshore Developers
A smiling female developer working at a computer with promotional text for offshore software developers your team will love.
Offshore Developers Your Team Will Love
Exploring the hurdles of offshore software development with full-scale attention.
8 Common Offshore Software Development Challenges
Text reads "FULL SCALE" with arrows pointing up and down inside the letters U and C.
Book a discovery call
See our case studies
Facebook-f Twitter Linkedin-in Instagram Youtube

Copyright 2024 ยฉ Full Scale

Services

  • Software Testing Services
  • UX Design Services
  • Software Development Services
  • Offshore Development Services
  • Mobile App Development Services
  • Database Development Services
  • MVP Development Services
  • Custom Software Development Services
  • Web Development Services
  • Web Application Development Services
  • Frontend Development Services
  • Backend Development Services
  • Staff Augmentation Services
  • Software Testing Services
  • UX Design Services
  • Software Development Services
  • Offshore Development Services
  • Mobile App Development Services
  • Database Development Services
  • MVP Development Services
  • Custom Software Development Services
  • Web Development Services
  • Web Application Development Services
  • Frontend Development Services
  • Backend Development Services
  • Staff Augmentation Services

Technologies

  • Node.Js Development Services
  • PHP Development Services
  • .NET Development Company
  • Java Development Services
  • Python Development Services
  • Angular Development Services
  • Django Development Company
  • Flutter Development Company
  • Full Stack Development Company
  • Node.Js Development Services
  • PHP Development Services
  • .NET Development Company
  • Java Development Services
  • Python Development Services
  • Angular Development Services
  • Django Development Company
  • Flutter Development Company
  • Full Stack Development Company

Quick Links

  • About Us
  • Pricing
  • Schedule Call
  • Case Studies
  • Blog
  • Work for Us!
  • Privacy Policy
  • About Us
  • Pricing
  • Schedule Call
  • Case Studies
  • Blog
  • Work for Us!
  • Privacy Policy