Comparative Analysis of Four Programming Languages for Machine Learning
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| Argitaratua izan da: | Ingenierie des Systemes d'Information vol. 30, no. 6 (Jun 2025), p. 1437-1446 |
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International Information and Engineering Technology Association (IIETA)
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| Sarrera elektronikoa: | Citation/Abstract Full Text - PDF |
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| 024 | 7 | |a 10.18280/isi.300603 |2 doi | |
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| 045 | 2 | |b d20250601 |b d20250630 | |
| 100 | 1 | |a Hasan, Alaa Falah | |
| 245 | 1 | |a Comparative Analysis of Four Programming Languages for Machine Learning | |
| 260 | |b International Information and Engineering Technology Association (IIETA) |c Jun 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a Software engineers often compare programming languages. Several programming languages are designed, specified, and implemented every year in order to accommodate changing programming paradigms, hardware evolution, and other changes. In a comparative study of Python, Visual Basic.Net (VB.NET), C++, and Java, we examine machine learning capabilities of these four programming languages. This field of study focuses on computers that learn from experience and use information to become more efficient. As a general rule, it falls under the realm of computing. The process of machine learning entails analyzing samples of data to develop a model that can make predictions without any explicit programming. ML models and frameworks have evolved into increasingly complex models along with machine learning (ML). A number of emerging technologies are becoming increasingly important as software machine learning advances, such as Python, C++, VB.NET, and Java. Comparing these languages can reveal several characteristics. | |
| 653 | |a Object oriented programming | ||
| 653 | |a Comparative studies | ||
| 653 | |a Machine learning | ||
| 653 | |a Software | ||
| 653 | |a Java | ||
| 653 | |a Programming languages | ||
| 653 | |a Embedded systems | ||
| 653 | |a Visual Basic | ||
| 653 | |a Artificial intelligence | ||
| 653 | |a C plus plus | ||
| 653 | |a C++ (programming language) | ||
| 653 | |a Python | ||
| 653 | |a Software engineering | ||
| 653 | |a Sanitation services | ||
| 653 | |a Visual programming languages | ||
| 653 | |a Libraries | ||
| 653 | |a HyperText Markup Language | ||
| 653 | |a Polymorphism | ||
| 653 | |a Linux | ||
| 700 | 1 | |a Saadya, Fahad Jabbar | |
| 700 | 1 | |a Firas Saadallah Raheem | |
| 773 | 0 | |t Ingenierie des Systemes d'Information |g vol. 30, no. 6 (Jun 2025), p. 1437-1446 | |
| 786 | 0 | |d ProQuest |t Engineering Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3240453117/abstract/embedded/ZKJTFFSVAI7CB62C?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3240453117/fulltextPDF/embedded/ZKJTFFSVAI7CB62C?source=fedsrch |