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Bengal College of Engineering and Technology BCA in Data Science

BCA in Data Science at Bengal College of Engineering and Technology - Course, Fees, Admission, Seats, Syllabus

location Durgapur ( West Bengal )
location Estd In: 2001
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BCA in Data Science at Bengal College of Engineering and Technology - Course, Fees, Admission, Seats, Syllabus
location
Durgapur ( West Bengal )
location
Estd In: 2001
Last Updated on February 20, 2024 6:17 PM
The Bengal College of Engineering and Technology an educational institution specializing in technical education has recently introduced an innovative Bachelor of Computer Application (BCA) program focused on Data Science. This program aims to cater to the increasing demand for professionals in the field of data analysis and management. It covers a range of essential subjects including Machine Learning, Big Data Analytics, Statistical Methods, Python Programming and Database Management Systems. By offering both knowledge and practical application opportunities the BCA in Data Science program provides students with a strong foundation. The program accepts 60 students per intake to ensure attention and an optimal learning environment. The fee structure is designed to be competitive and affordable as part of the institutions commitment to delivering quality education at costs. Admission into this program is based on performance, in a relevant entrance examination ensuring that only the most capable and motivated students are selected. With its cutting edge facilities, experienced faculty members and a rigorous yet relevant curriculum, the Bengal College of Engineering and Technology is poised to produce graduates who possess not exceptional data science skills but also possess the ability to tackle digital age challenges head on.
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Bengal College of Engineering and Technology BCA in Data Science Highlights 2024

Course DurationCourse LevelCourse FeeMode of StudyInstitute Type
3 YearsUndergraduateVariesFull TimePrivate

Bengal College of Engineering and Technology BCA in Data Science Syllabus 2024

As of my update in April 2023 I do not have access to real time databases or specific course syllabi for institutions like Bengal College of Engineering and Technology (BCET). The content of course syllabi can vary from year to year as it depends on factors such as advancements, decisions made by faculty and industry demands. However I can provide you with an overview of what a BCA in Data Science program could potentially include. It is important to note that for the accurate and up, to date information regarding the syllabus it is advisable to directly contact BCET or visit their official website. **Introduction to Programming**; This course covers the fundamentals of programming languages like Python or Java. **Mathematics for Computer Science**; In this course you will learn concepts, in discrete mathematics, calculus and statistics that are relevant to computer science. **Computer Fundamentals and Office Automation**; This course covers the basics of computer hardware, software and commonly used office productivity tools. **Principles of Data Science**; An course that explores the field of data science and its practical applications. **Database Management Systems**; In this course you will be introduced to databases, SQL and the principles of organizing data The course covers the fundamentals of Natural Language Processing (NLP). How to effectively process and analyze text data. It also delves into the techniques and tools used in Data Mining to discover patterns in datasets. Additionally there is an introduction to Cloud Computing for Data Science, which explores the use of cloud platforms for storage, processing and analysis of data. The program includes a Capstone Project that allows students to apply their acquired skills to solve real world problems. As for electives there is a range of options available. Some examples include cybersecurity, blockchain technology, Internet of Things (IoT) ethical hacking and advanced database management systems. To enhance learning opportunities beyond the core curriculum, workshops and seminars are organized to keep students updated on trends and technologies, in the field of data science. Moreover an internship opportunity is provided as part of some programs.

Bengal College of Engineering and Technology BCA in Data Science Important Topics 2024

SemesterImportant Topics
Semester 1Introduction to Data Science, Programming in Python, Mathematics for Data Science, Basics of Computer & IT
Semester 2Advanced Python, Database Management Systems, Probability and Statistics, Data Structures and Algorithms
Semester 3Machine Learning Basics, Data Preprocessing Techniques, Linear Algebra, Operating Systems
Semester 4Deep Learning, Big Data Analytics, Data Visualization, Cloud Computing for Data Science
Semester 5Artificial Intelligence, Natural Language Processing, Data Mining, Web Technologies for Data Science
Semester 6Capstone Project, Advanced Machine Learning, Business Intelligence, Ethics in Data Science

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