Glossary of Data Science and Data Analytics

What is No Code?

Dataiku
Crosser

What is No Code and what are its uses?

Developing an application with traditional methods can be a costly, difficult and time-consuming task. Traditional forms of application development result in accurate and intensive work process, as they require developers to manually enter each line of code. Fortunately, thanks to the new generation of technologies, application development can also be done without code and much easier, faster. No code, on the other hand, is a concept that almost everyone who works with a technology and applications that are becoming popular day by day is a must hear concept. But what exactly is no code, how does it work and what can you do with no-code?

No Code and Features

No-code is an IoT software where you as a user do not have to write any code when creating your application. You can easily do an operation yourself thanks to the intuitive interface and the drag and drop function of the components. No-code IoT gives you the possibilities and resources to develop IoT projects without having to write complex codes. Code-free platforms provide a number of key building blocks that allow complex applications to be put together quickly.

No code is the next step in the stable completion of the development of intelligent software and application solutions. The development method also allows process specialists who develop without using code but have no IT background or expertise to design applications and software. No-code is closely related to low-code, but it is one step further in terms of development speed and user development. Because no code focuses even more strongly on innovation. It is possible for users to translate their ideas directly into smart applications. Other features of No Code platforms are:

· Interface builder: Interface builder, no code machine learning (ML) platforms, allows users to select components processed in an application through a drag-and-drop system. Whether on desktop, laptop or mobile device, you can view the result instantly. One of these platforms, mLOps, brings artificial intelligence to machines with IoT and ensures that processes are completed flawlessly by artificial intelligence.

· Visual modeling: It replaces complex coding, allowing rapid processing and management of data. Called no code machine learning, these platforms are fast, enjoyable and easy to develop with almost endless possibilities. Another platform like MLOps is AutoML machine learning automation. Automates many processes based on machine learning models.

· Reuse: The most important feature of using no code is that the development method offers the opportunity to reuse parts of an existing application when creating new applications.

How Does No Code Work?

No-code is characterized by artificial intelligence and visual enhancement method. A developer already creates applications through simple configurations. This allows a prototype to be completed quickly, start the trial process, and give users feedback. Because everything is built on a no code platform. These platforms use an agile software development method called Rapid Application Development (RAD). With RAD, you can quickly create and adapt applications easily.

Developers can use drag and drop to select functional components from a digital library, and then edit the items they need to build an application on a visual tool. No-code IoT models business processes in the form of flowcharts. Based on this information, the first immediately available version of an application is created with the help of a visual tool. These prototypes, meanwhile, can be modified, adjusted or optimized by users of the platform.

Many aspects of an application, such as data structure, can be created directly from any context. So you don't have to go to the data structure builder. Stages such as logic and validation can often be easily added through a visual flow.

No Code Application Types

As part of the digital transformation, no code is the best alternative to the traditional application development process, and with the developed applications you can gain many advantages in both the production and automation process. The types of applications that you can develop with No code can be listed as follows:

· BackOffice applications: With these applications, you can improve internal business processes within an organization. Such applications use the back-office module and provide the functions required for the internal use and management of important business data.

· Portals and web applications: Direct-to-customer applications that bridge between the back office and the front office. Apps allow you to create your own user interface that works seamlessly with the most important functions in the back office.

· Mobile applications: They are applications that allow you to shop or browse the Internet. No-code is a good and fast way to create web apps that are perfectly adapted to mobile devices.

What Are the Benefits of No Code?

No code application development has a number of significant advantages over low code and traditional programming techniques. Because even setting up an application with standard software solutions is a long and laborious process. With No-Code you can create your own systems or connect an extra system to your existing software package. Other advantages of using no code software can be listed as follows:

· Speed: Code-free application development is about 8-10 times faster than traditional programming techniques. This speed gain naturally leads to lower development costs as well. You can save more time because you spend much less time programming and debugging applications without code.

· Ease of use: Code-free platforms are extremely suitable for creating applications thanks to the limited amount of programming work and accessible design. Thus, applications can also be designed and created by people who are not IT specialists.

Integration and adaptability: Unlike traditional software, no code software is easy to adapt. You can update your system instantly and quickly when the company, market, production and modeling change. This dynamic path of development is very important in modern business processes.

· Scalability: You can keep track of projects and applications more easily and keep up to date. By reducing development time and using a shared infrastructure, you can maintain a comprehensive portfolio of applications without losing sight of key issues such as transparency and security

· Security: Custom code-based software can lead to various security issues. No-code uses code “blocks” that comply with industry-standard safety protocols. For example, sensitive data can be encrypted or excluded altogether.

· Increased accuracy: Incorrect data entry can cause many problems. The consequences of a small input error lead to large costs. With No-code technology, you can avoid such errors by processing business rules in your system.

· Mobility: Code-free apps are 'web-based, 'so they can be viewed anywhere and on any device.

· Low costs: Not only the development of the software, but also its maintenance can be quite costly. You can develop the No code yourself, your employees, or you can also agree with third parties at lower costs.

No Code Usage Examples

The possibilities of no code software are endless. It can be used in all business processes that require a dynamic approach. No code can also be used for operations that involve unexpected and unpredictable changes, as you can quickly adjust without code in the editor. It can be used in everything from in-house management and business processes to machine learning and AI-powered automation. But of course it is also possible to create a special application that is not yet on the market. Because not every company may have the same requirements, so you can ask for an application by developers and take on the development processes yourself.

Since machine learning programming languages require complex knowledge, models are not created and tested without the help of experienced data scientists. This is the area that completely no code AI platforms are engaged in. No code AI platform providers design tools that allow professionals and business people in this field to build and deploy machine learning models without writing code. With code-free AI platforms, users can upload datasets to the platform through an easy-to-use graphical user interface, perform the necessary pre-processing steps, select and extract features, and create and compare a number of different machine learning models. No code AI is no substitute for the experienced data scientist, but machine learning increases productivity in all organizations and empowers more people to build models.

If you also want to digitize and make all processes more practical, from machine learning to product development, you can step into the digital transformation journey with Komtaş and invest in the future by utilizing its services.

Dataiku, which we partner in Turkey, offers an accessible and user-friendly structure for users with different profiles, from non-technical business analysts to top-level data scientists and software developers.

With Crosser, our technology that makes a difference with No-Code IoT solutions, you can save time and cost by managing AI-powered automation processes.

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