Python has established itself as the language of choice for machine learning, artificial intelligence and data science in recent years. There are good reasons for that.

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Marcus Hanhart Denis Stalz-John This is why Python has blossomed into the language for machine learning Easy to learn Expand the language Conclusion Read article in iX 1 / 2021 Social networks, the Internet of Things and the further development of hardware, software and infrastructure There has been a significant increase in the amount of data stored in recent years. By intelligently analyzing this data, companies gain a competitive advantage over their competitors. In addition, data science is finding its way into university research – not only in computer science, but also in subjects such as biology, physics and sports science. Modern technology makes it easier to record a wide range of data, for example movement profiles of athletes. The use cases in the area of ​​data analysis thus range from productive use in companies to trying out in student projects.

This wide range of application scenarios creates a demanding requirement profile for the development environment. In the business world, the practices of Continuous Integration and Deployment (CI and CD) and DevOps are often lived. The programming languages ​​used are usually object-oriented, can be modularized and have a suitable test framework. In research, however, software engineering is in the background. The main thing here is that the programming language used has a simple syntax and can be learned quickly. Scientists have to implement evaluations efficiently, whereby it is often sufficient to develop a script instead of extensive software.

Regardless of the user, when working with data it is important that intermediate results are displayed dynamically as well Have the final results visualized interactively. This helps to improve the model and to check the feasibility of the evaluation. Python has established itself as the language of choice. Jupyter notebooks support users to analyze and visualize data interactively.

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Register and read Register now and read the article immediately More information about heise + This is why Python has blossomed into the language for machine learning Easy to learn Expand the language Conclusion Read article in iX 1 / 2021