You’ve probably noticed that there are more and more applications powered by artificial intelligence in everyday life. Amazon’s Echo services, Google’s Google Assistant, and Apple’s Siri are among the most popular and well-known AI software globally.
These powerful and quite valuable applications have found a way into every aspect of daily life and industry globally, making both lives and work more convenient, time-efficient, purposeful, and so on. By 2035, AI is expected to contribute to economic growth rates immensely. More importantly, it will give labor productivity a real boost too.
In conjunction with human effort, AI technologies can help remove repetitive tasks from everyday work, make creative processes more worthwhile, and pretty much take over 80% of routine jobs and tasks to allow employees and workers to focus on the most critical business aspects and goals.
By the end of 2021, AI is expected to become the foundation for about 80% of emerging technologies. In such a busy environment, open-source AI software has become the main building element of more complex software solutions. With that in mind, let’s see how building open-source AI software programs can help you upgrade every aspect of your business.
Open-Source AI Software Explained
Even though it may sound like something complex, open-source AI programs are nothing but useful tools that are incredibly user-friendly and easy to use. Thanks to immense efforts from tech giants such as Uber, Facebook, and Google, open-source AI technology has become widely accessible.
Nowadays, many AI tools help various companies and make high-speed innovation a reality. In short, open-source AI software helps you create useful tools that you can use to achieve different personal and business goals, from creating mail forwarding service for new businesses to pretty much anything you need to beat your competitors. These tools allow even those with no coding knowledge to tap into a myriad of AI documentation, libraries, frameworks, and tools, as well as access open-source AI technologies without spending a dime. Instead of investing in a new software tool, you can use open-source AI software to make your self-made programs.
The Use of Open-Source AI Software
From 2020 to 2027, the global market for AI development is expected to reach the incredible $733.6 billion, marking an astonishing growth at a 42.2% rate. According to a study done by Stanford University, the development of AI startups in the last 20 years has increased 14 times. If we look at these facts and figures, we can safely conclude that the world needs open-source AI tools to drive innovation more effectively and on time. The world industries now depend on these AI tools to develop new and better solutions, services, products, and so on.
How to Compile Your Own Programs from Source
Compiling self-made programs under Linux has become quite popular these days. Let’s see how you can easily compile self-made programs from source.
Compile single files manually.
Start by compiling a single C file and work your way up by adding more complexity. You can do this as a programmer, but the idea here is to show you how AI tools can help you. Start a Fortune cookie program, and list the source directory for this particular application. Locate the file fortune .c as it is the source code for your program.
Include header files
In the C coding language, symbols allow the programmer to represent values. Configure your program by determining the path to look for the necessary data files for the fortune program. This is where you should include header files as you can accomplish all changes in those files.
Create a fortune file to list all the possible results for compiling the fortune program. You can copy the fortune file and load the necessary data on demand to complete your program.
Use the Make file
Fortune brings one advantage you can use to gain leverage – the Makefile. It is designed to help compile the source files by issuing the proper commands. It helps remove repetition from the coding process, allowing you to handle many source files more effectively.
Compile the source with WebMagick
Run the program by using the source file. Perform the compile to change the location (if it is needed). Use Tar to unarchive the package and set the location to the top-level directory. Setup the compile by running the configure script and use the Makefile to compile the program.
Top Open Source AI Software for 2021
Let’s see some of the best open-source AI software solutions:
- Apache SystemML – scalable and user-friendly AI platform for data processing and generating analytics reports, perfect for gaining access to big data;
- Scikit learn – the perfect solution for data analysis and mining; this is a free AI tool that is mainly used to allow businesses to analyze customer behavior;
- PyTorch – a machine-learning-powered tool that provides businesses with a wide range of libraries and tools for better production, mobile optimization, cloud migration, and more;
Even though there are many tools that users can use to compile self-made programs, this requires thorough research and understanding of how open source AI tools work. The key is in understanding the technology behind these tools. It would be most recommended to try some of the tools mentioned above before compiling your own.