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。
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. |