{"id":1064,"date":"2021-03-14T10:28:26","date_gmt":"2021-03-14T10:28:26","guid":{"rendered":"https:\/\/monodon-solutions.com\/?page_id=1064"},"modified":"2021-03-29T13:40:39","modified_gmt":"2021-03-29T13:40:39","slug":"data-science","status":"publish","type":"page","link":"https:\/\/monodon-solutions.com\/en\/data-science\/","title":{"rendered":"Data Science"},"content":{"rendered":"
\n\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t

Data Science<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

In many cases the key elements to be successful in business or in solving a problem are already in the data. At Monodon as a data science team, we truly believe that the precise definition of business needs and analytics of the case are half success.\u00a0<\/p>

The enterprises of the 21st century have the privilege of the opportunity to base their solutions on data. While who don't utilize these methods risk their competitiveness. In the process of utilizing the data in the proper way, the collection of the adequate amount and quality data and having a broad knowledge regarding the insights of the data are cardinal steps. Therefore, these require specific competence in data science.\u00a0<\/p>

The Monodon Solutions team consists of dedicated data scientists who specialized to utilize the appropriate data science methods to answer even the most complex questions or to support data-based decision-making.\u00a0<\/p>

\u00a0<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t

How can data science help you?<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t

Artificial intelligence and machine learning<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

During the learning of the machine learning algorithms, numerous models are created which based on the recognized relationships and patterns in the training dataset, can make predictions. This can be a classification of a specific element or predicting a value. Moreover, certain models are able to create new clusters based on the data. These models may consist of one element however for more complex tasks can be made of hundreds of elements. Owing to this, we can explore both linear and non-linear connection between the variables.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t

Optimization and automatization<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Continuous optimization -finding a more effective way of solving a certain task- is the engine of long-term economic growth. Owing to this better and better products are created with less time and resources. Owing to optimization there is a natural competitiveness between the companies which is even fiercer nowadays due to digitalization. In the digital world, one of the best tools to improve efficiency is automatization during which we entrust certain tasks to machines to solve it with or without human cooperation. Thanks to automatization the production could emerge to a level never seen before in parallel with the improvement of the quality. Also, automatization allows us to monitor the processes, which support optimization in various ways. Nevertheless, to collect the required data, process it and extract the information for optimization we have to use data science solutions.\u00a0\u00a0<\/span>\u00a0<\/span>\u00a0<\/span><\/span><\/span>\n\n<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t

Image and video processing<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

\nDuring image and video processing we extract information or modify pictures or videos by utilizing various algorithms. These can be classical image processing algorithms or neural networks. Main objectives of image and video processing:\n