Machine Learning is a type of Artificial Intelligence widely used to get accurate predictions from unstructured data without using different programming. It is generally used by large organizations for business process automation, spam filtering, fraud detection, and malware threat detection.
In today’s time, Artificial Intelligence and Machine Learning are the most preferred technology used in various domains to fulfill business needs. However, it becomes necessary for product owners to choose the best programming language to develop Machine Learning solutions successfully. This blog post will explain why Golang is the preferred choice for Machine Learning.
Importance of Machine Learning
Artificial Intelligence and Machine Learning are the top domains used in every software to save time and workforce. Machine Learning has played an essential role in differentiating the significant growth of businesses. Moreover, it helps business owners to understand the operational business patterns and customer behavior more precisely to target their users for business generation. Top leading companies worldwide are using Machine Learning in their product development. The organization, including Uber, Google, and Facebook (Meta ), have used Machine Learning for their core operations.
Introduction To Golang
Golang is a statically typed, open source, and compiled programming language developed by Google and released in 2009 to offer high performance. Golang brings excellent readability and cost-efficient development of applications. It is generally used for server-side backend development. In addition, Golang is highly popular in creating command-line tools. Therefore, if you as business owners also want excellent experience in robust application development using Golang, hire Golang developer from the best development company that can fulfill the business requirements.
The biggest reason behind the development and release of Golang was to replace the high-performing languages C++ and Java. Ever since its launch, it has served various industry domains that are mentioned in the below section of the blog post. Some of the top use cases of Golang are game development, Data Science, Robotics, micro-control programming, cloud-based, and server-side application development. Before going through the various types of industries where Golang is used. Let’s understand why golang is the preferred choice for Machine Learning.
Why Golang Is Preferred For Machine Learning
Golang is way faster in comparison to other programming languages as it offers a highly scalable, reliable, and flexible nature for application development. As Golang is a statistical-type programming language, it is easy for Golang to compile the machine code in real-time without affecting the performance of an application. Moreover, Golang offers Machine Learning libraries that make it more convenient to develop Machine Learning applications. The automated browser of Golang makes Golang the preferred choice of product owners and developers for quick market-ready Machine Learning solution development.
Machine Learning Libraries
The GoLearn library has a code combination of Golang and C++. It has an excellent ability for customization and offers simplicity at the same time. GoLearn allows developers to interact directly with available modules for efficient and fast coding.
The structure and format offered goml permit developers to integrate Machine Learning into solutions directly. goml also provides various Machine Learning models, including perception, clustering, linear models, and text classification.
The computation-based Gorgonia, a Machine Learning, is developed to provide high performance and scale up the multiple servers at the same time. Gorgonia provides a seamless environment that helps fill the gap between the two Machine Learning phases, including the deployment and experimental phases.
Types of Industry Golang Is Used
Online booking Platforms
The online booking platforms require the best possible reliability, integration, and scalability to maintain the daily operation that includes bookings and payment with the help of online booking web or mobile applications. Golang is used in this industry to fulfill the requirements and scale up the business’s operations. Uber and Trivago are the top applications example that are developed using Golang.
The e-commerce business model faces problems that include heavy traffic, page load time, and scalability of web or mobile applications. To avoid these issues, Ecommerce startups always choose the best available technology to help solve and achieve their business goals.
Golang has helped top organizations like Alibaba by providing applications with a lightweight runtime development environment. Golang is highly compatible with managing high traffic while providing excellent application performance.
Online Video & Music Streaming Platforms
Golang offers great speed in online video and music streaming platforms with the help of its HLS protocol which makes it easier and provides efficient performance. It is flexible with encoding formats and commonly used files for a successful development process. Golang can easily manage post-app development to offer users a high-quality experience.
Key Take Away
Go programming language comes in the list of top preferred programming languages, providing lightweight application development. Golang suits the best startups, medium-scale businesses, and large organizations. Golang offers dynamic scalability, and that’s one of the reasons behind the choice of companies for Machine Learning app development. This blog post has provided adequate information on why business owners should consider choosing Golang for Machine Learning. For more details on understanding product owners can connect with Bacancy, the leading Web development services provider.
Chandresh Patel is a CEO, Agile coach and founder of Bacancy Technology – Software Development Company. His truly entrepreneurial spirit, skillful expertise and extensive knowledge in the Agile software development services has helped the organization to achieve new heights of success. Chandresh is fronting the organization into global markets in a systematic, innovative and collaborative way to fulfill custom software development