IMPLEMENTATION OF MACHINE LEARNING TECHNOLOGIES IN BUSINESS

The human brain and programs for computers and their networks operate on a similar principle – they use embedded the algorithms. The algorithm allows, instead of miscalculating all possible options and choosing the best of them, immediately proceed to the option that brought a positive result earlier, under the same or similar conditions. Expert action algorithms are embedded in each software product. However life changes and the correct action algorithms change with it.

In addition, new requests arise, the solution to which still needs to be developed.

The human brain solves this problem by learning. A person learns every second of his life, sometimes without even realizing it. So that software products can solve new and changing tasks, they either need to mechanically integrate new algorithms or introduce the possibility of machine learning.

Machine Learning is an extensive section in the scientific developments dealing with the creation of artificial intelligence (AI). All software products are created to replace a person with tireless fast-working and and more qualitative machine. However, a person has free will and creates algorithms for his actions in various situations himself. Computer systems operate according to their algorithms.

The possibility of machine learning in software products involves the integration of algorithms that allow a computer to create its own action algorithms in various situations. This feature greatly increases the speed of decision-making in situations that deviate from the standard. The technology of machine learning is executed by software based on the use of mathematical, statistical, optimization, and probabilistic methods for solving problems.

The software product receives and analyzes a huge amount of information. On its basis, it, depending on its complexity, either makes a decision itself, or offers some of the most successful solutions to a person. Information about the results of decisions made also enters the computer system, is analyzed from the point of view of their effectiveness, and is stored.

The program will remember not only the decision and the result but also the large volumes of related information: date, time, etc. Eventually, a business management system with a machine learning function will offer the most effective solutions, taking into account all important circumstances.

Effective management a business without the integration of modern computer technology is no longer possible. But some companies are afraid of the additional costs of modern software developed on the basis of artificial neural networks using artificial intelligence technologies, big data, and machine learning. It works the old way and loses efficiency. Companies that implement the latest scientific achievements gain competitive advantages by quickly making the most effective decisions.

To integrate new algorithms into programs built on outdated principles, you need to invite a specialist and pay for his work each time. Machine learning software creates these algorithms on its own.

A one-time investment in such software solutions will quickly pay off by making the right decisions and reducing the cost of programming services. New goods and services with new consumer characteristics constantly appear on the market. Business conditions are changing rapidly. New algorithms are always in demand.

Machine learning technology is applicable in all areas of doing business, in public administration, wherever fast decision-making is required in a changing environment.

Based on artificial neural networks, you can create high-quality systems:

1. Business management, regardless of its specific direction.
2. Transport and transportation controls that increase road capacity, increase delivery speed and reduce transportation costs.
3. Face and image recognition, capable of not only detecting the necessary object according to the results of video recording, but also, for example, reading lips. This paves the way for the use of such software in the police and other government departments and agencies.
4. Design and modeling, both material objects and situations.
5. Diagnosis and treatment of various diseases.

In fact, systems built on this principle can be used in any area of ​​human activity. The machine learning function can be built into some existing software solutions that did not previously have it.

How much the machine learning function will cost in the software being developed depends on its development time and the required qualifications of programmers. To get a definitive answer to the questions about the costs of development, a specific technical task (TOR) for creating a software solution that takes into account all the needs and wishes of the customer is needed.

The process of creating TOR is quite expensive and time-consuming. Therefore, it often makes sense to skip this stage and move on to time-based pay for developers. Several of these professionals can work on the same software product simultaneously. By increasing their number, you can reduce the time required to develop a solution.

Our company has been developing software products for over 9 years. Avada Media employs high-level specialists, as evidenced by the use of our products not only in Ukraine, the CIS countries, but also in Australia, the USA, China, and the European Union countries. After learning at first hand about of the effectiveness of our solutions, customers recommend us to their friends.

Order the development and integration of machine learning into your business software from AVADA MEDIA. Our experts will not only fulfill all your wishes, but also recommend the most effective ways to deal with your tasks.