Getting a bachelor’s degree in computer science has been at the top of the priority list for engineering aspirants for quite some time. The possibility of financial security as well as a high-paying career has been working as a catalyst for many generations. As a result, Indian engineering aspirants have been subjected to a constant grind for admission to some of the top engineering colleges in India.
Addition of Data Science in B. Tech Computer Science Programs
The implementation of data science in different professional domains has stirred sensation among engineering applicants. Different technical universities have opted for the idea and have provided B Tech CSE Data Science degree programs for the aspirants to help assist them in availing a prospective future. The objective of this article is to discuss the applicable areas for a B. Tech degree in computer science with data science.
- Data Accumulation(Data Engineering & Big Data)
Computer science and big data deal with similar concepts. The concepts of master-slave, map reduction, etc. are known by computer engineers which makes them an ideal choice to work as data scientists for various organizations operating in different domains. B Tech CSE Data Science allows the union of both subjects in perfect unison to provide an advantageous edge to the companies. In the case of dealing with big data and data engineering, computer science engineers with data science can utilize their learnings to solve complex situations and matters along with learning new and improved technologies.
- Data Pre-processing(Cleaning, SQL)
The procedure of pre-processing data requires knowledge of SQL as it is one of the primary skills that is needed in the work of data science. Computer science engineers have a clear concept of SQL operation and can be a huge help in learning B Tech CSE Data Science. These engineers can learn to use and maintain several databases where knowledge of SQL is essential. The process of data extraction and cleaning is a complex procedure and demands competent employees to deliver their favored output. With proper education and training, computer engineers can concentrate their efforts on the process and deliver the expected result in return.
- Analysis(EDA)
In the data science sector, the data analysis process requires in-depth knowledge of R or Python programming languages. The knowledge of programming languages is like second nature for computer science engineers. The knowledge can be beneficial in understanding complex operations of analysis such as ETL. Moreover, the ability to code fluently while performing data analysis can provide extra mileage to the engineers in real time. Adequate knowledge of these concepts can be helpful in terms of saving unnecessary waste of time. B Tech CSE Data Science provides the necessary education for CSE aspirants to ensure a hassle-free life.
- Insights(Machine Learning/Deep Learning)
One of the popular applications of data science has been for making near-accurate predictions. The machine learning process was named by computer engineers and they operate with machine learning algorithms along with the notion of delivering accurate predictions based on the provided algorithm. Computer engineers are focused on the algorithm’s efficacy and overlook the design variation of the model in theory and in real life. B Tech CSE Data Science provides the necessary knowledge to the students so that they can become capable CSE engineers in the future.
- Visual Reports
Data visualization is an important element in the implementation of data science and analytics. Computer engineers’ ability to code is considered beneficial for complicated visual representation as it requires adequate coding capability. Although, for the average data visualization process data science offers effective tools that can successfully present data, CSE engineers are needed for complex visual representations and this requires altering a few parameters of the database library as well as the framework if need be.
Conclusion
The above-mentioned areas are the applicable zones for B Tech CSE Data Science and provide exceptional outputs in return. For modern businesses and multinational companies, computer engineers with knowledge of data science can rise up the corporate ladder fast enough depending on their on-ground performance. Engineering aspirants are well aware of the applications of data science and ever since the merger of data science and computer science; they dream of having a well-paying career with lucrative opportunities. Multinational companies and business enterprises hire CSE engineers with data science specialization as they can provide support to the data science team as well as concentrate their efforts in the field of computer science. The purpose of this article is to accumulate the applicable areas of the CSE data science bachelor’s program that can be used for future reference.
