Machine learning in C ++ AVADA-MEDIA
Today’s trends – artificial intelligence, neural networks and machine learning – are a real breakthrough in the field of data science and in the technological progress of mankind as a whole. In the very near future, such technologies will be able to unrecognizably change many, if not all, areas of human activity. Medicine and industry, science and education, logistics and stock trading – everywhere the principles of machine learning are used, which is at the intersection of mathematics, mathematical statistics and optimization methods.
Machine learning in general is associated with the creation of self-learning algorithms. Distinguish between inductive learning, associated with identifying patterns in individual cases, and deductive, when the program makes a decision based on ordered information from the available database. When developing machine learning algorithms, we use both approaches depending on the tasks at hand.
Machine learning algorithms created by AVADA MEDIA are successfully applied in many industries. We can build C ++ machine learning systems for:
We develop custom machine learning software, providing ready-to-use boxed solutions that maximally take into account the specifics of your business. We offer solutions that can significantly change for the better all business processes of your company:
Benefits of building machine learning systems in C ++ AVADA-MEDIA
The C ++ programming language is often used to create high-load, or high-load, systems. Online games are an example, but they also include machine learning applications. At the same time, the C ++ language is distinguished by high efficiency in the use of system resources, providing fast operation of client-server applications even under high loads. Plus, C ++ code is platform independent, versatile, and works equally well across a wide variety of devices.
That is why so many applications and programs are written in C ++ for embedded systems, that is, for various non-computer devices – vendor machines, telecommunication systems, sensors and unmanned vehicles. If we talk about machine learning technologies, then after the Python programming language, it is C ++ that takes the second place for this purpose in popularity among users of collaborative development on GitHub. This high position is partly due to the presence of the Google TensorFlow machine learning library, which is also used by Python developers. Another reason is Microsoft’s high-performance Gradient Boosting Platform LightGBM, which dramatically increases the efficiency of machine learning of the model, as well as the Turi Create library, which makes developing custom models available to aspiring developers.
(Ru) Широко используемый для разработки МО-приложений на С++ фреймворк с открытым программным кодом XGBoost (также работает с языками Python, Java, R) обеспечивает максимальное раскрытие всех лучших сторон языка С++: эффективность, гибкость, быстродействие, универсальность. XGBoost делает фокус на увеличении скорости вычислений и отлично подходит для решения классических задач машинного обучения: регрессии, классификации, упорядочивания. Фреймворк очень широко используется в Data science.
Таким образом, язык С++ обладает высоким быстродействием, универсальностью и всесторонней поддержкой широкого международного сообщества программистов. Это означает, что написанное нами на С++ приложение машинного обучения будет достаточно легко масштабировать, поддерживать и развивать в будущем усилиями других разработчиков.
Why you should trust the development to us AVADA-MEDIA
AVADA MEDIA is one of the leading Ukrainian software developers in various fields. We work with clients all over the world and take on the most complex projects. Our team has excellent middle and senior C ++ programmers, we adhere to the principles of Agile in development and use the Scrum agile development framework, which is ideal for complex, innovative projects focused on the open market with its constantly changing requirements. You can familiarize yourself with our projects in the field of machine learning and the portfolio in general on our website.
The best confirmation of our qualifications and professionalism are the stories of the success of our clients and the differences in their business before and after working with us.
Our clients What they say about us
Thanks to AVADA-MEDIA for a great project. The developers of AVADA-MEDIA have made for us a convenient and functional system for booking homes. This is not our first project with this company. The professionalism of its developers and competent management make the company the best IT partnerDenis, owner
I have been working with the AVADA-MEDIA team for more than 5 years. I want to note the professionalism of the developers and the excellent management of the employees who always help me in the tasks. We have implemented many different ideas with the AVADA-MEDIA team, and at the moment we are moving the existing store to a new platform.Risto, owner
He chose the AVADA-MEDIA team for his startup and for several years now we have been developing this project together. A lot of things have been done and improved during this time. Thanks to the team of AVADA specialists, the project is gaining commercial momentum and has already entered the Ukrainian market.Игорь, Co-owner
We have been cooperating with Sergey’s team for 5 years in various business areas, including in the field of information technology. Sergey has repeatedly demonstrated the highest level of expertise and responsibility in our joint projects, especially in an uncertain situation and for a limited time.Bogdan Yurchenko, Director
As a technical director, Sergey perfectly organized work on the SeshMe mobile application project, thanks to which we always received results in time. Also I would like to note the high level of developers from the team of Sergey. Very happy to work together. I recommend Sergey as a reliable and responsible partner.Vlad Konovalov, Product manager
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