📜  计算机科学和数据科学之间的区别

📅  最后修改于: 2021-09-10 03:03:45             🧑  作者: Mango

计算机科学:
计算机科学可以被称为对计算机以及计算概念的研究。它基本上是研究与程序形式的数据交互的过程。它通过使用各种算法来处理信息。因此,计算机科学涉及对硬件和软件以及网络和互联网等其他组件的研究。计算机科学的硬件部分研究计算机的基本设计及其工作过程。计算机科学的软件部分涉及编程概念和语言的研究。计算机科学还涉及操作系统和编译器。

数据科学:
数据科学基本上是一个通过使用各种科学方法、算法和过程从数据中提取信息和知识的领域。因此,它可以被定义为各种数学工具、算法、统计和机器学习技术的组合,从而用于从数据中找到有助于决策过程的隐藏模式和见解。数据科学处理结构化和非结构化数据。它与数据挖掘和大数据都有关。数据科学涉及研究历史趋势,从而利用其结论重新定义当前趋势并预测未来趋势。

计算机科学与数据科学

以下是计算机科学和数据科学之间的区别表:

S.No Computer Science Data Science
1. It is basically the study of the computational systems including both theory and applications. It is a field that uses mathematics, statistics and various other tools to discover the hidden patterns in the data.
2. It is mainly used for advancement and growth of technology. It is mainly used for the management of data and data analysis.
3. The advantage of using computer science is growth and development of technology. The advantage of using data science is handling and maintenance of large volumes of data.
4. It has been a branch of science from a really long time. It has evolved recently as a developing branch of science.
5. One after studying computer science becomes a computer science professional. One after studying data science becomes a data scientist or a data analyst.
6. Computer science is the super set of data science as it covers the entire technological field. Data science is a subset of computer science which involves the study of data and its analysis.
7. Its main benefit is technological advancement and improved speed and performance of technological devices. Its main benefit is easy management of data and reduction of data redundancy.
8. It is applied to nearly all the technical industries and companies. It is basically applied to the industries and companies where data is of quite a lot importance.