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Swami Vivekananda University BCA in Data Science

BCA in Data Science at Swami Vivekananda University - Course, Fees, Admission, Seats, Syllabus

location Kolkata ( West Bengal )
location Estd In: 2020
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BCA in Data Science at Swami Vivekananda University - Course, Fees, Admission, Seats, Syllabus
location
Kolkata ( West Bengal )
location
Estd In: 2020
Last Updated on February 15, 2024 4:08 PM
Swami Vivekananda University, an educational institution known for its commitment to excellence presents the Bachelor of Computer Applications (BCA) program in Data Science. This program is designed to meet the increasing demand for professionals in the field of data science. The curriculum spans three years. Provides students with a comprehensive understanding of core data science principles including data analysis, machine learning, big data technologies and statistical methods. At Swami Vivekananda University we prioritize learning. Our students benefit from state of the art laboratories, project based assignments and internships with leading industry partners. This hands on approach enhances the learning experience. Significantly improves graduates employability. Our faculty consists of academicians and industry experts who are dedicated to nurturing the next generation of data science professionals capable of contributing to diverse sectors such as IT, healthcare, finance and e commerce. With its curriculum and focus on industry readiness, the BCA in Data Science at Swami Vivekananda University is an excellent choice, for individuals aspiring to become successful data scientists.
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Swami Vivekananda University BCA in Data Science Syllabus 2024

Creating a detailed semester-wise syllabus for a specific course like the BCA in Data Science at Swami Vivekananda University in a single line of HTML is challenging due to the complexity and length of such information. However, I can provide a simplified example of how you might structure this information in a single line of HTML. Please note, for actual syllabus details, you should refer to the official university resources. This example will include placeholder content to illustrate the format.
SemesterSubjects
Semester 1Introduction to Data Science, Programming Fundamentals, Mathematics for Data Science, English Communication, Environmental Studies
Semester 2Database Management Systems, Data Structures and Algorithms, Statistical Methods for Data Science, Professional Ethics, Indian Constitution
Semester 3Machine Learning Basics, Big Data Analytics, Web Technologies, Operating Systems, Soft Skills Development
Semester 4Advanced Machine Learning, Cloud Computing for Data Science, Data Visualization Techniques, Elective 1, Project Work 1
Semester 5Deep Learning, Data Security and Privacy, Elective 2, Elective 3, Project Work 2
Semester 6Industry Internship, Comprehensive Viva, Final Project
This HTML snippet creates a simple table with two columns: one for the semester and one for the subjects taught in that semester. Each row after the header row represents a semester and lists example subjects that might be part of a BCA in Data Science curriculum. Remember, the actual subjects and their order can vary significantly, so it's essential to consult the university's official curriculum for accurate information.

Swami Vivekananda University BCA in Data Science Important Topics 2024

ModuleImportant Topics
Introduction to Data ScienceBasics of Data Science, Data Types, Data Life Cycle
Programming for Data SciencePython/R Programming, Data Structures, Algorithms
Mathematics for Data ScienceLinear Algebra, Calculus, Statistics & Probability
Data Management and ManipulationSQL, NoSQL, Data Cleaning, Data Transformation
Data Analysis and VisualizationExploratory Data Analysis, Tableau, Matplotlib, Seaborn
Machine LearningSupervised Learning, Unsupervised Learning, Model Evaluation
Deep LearningNeural Networks, TensorFlow, Keras
Big Data TechnologiesHadoop, Spark, Big Data Analytics
Project WorkReal-world Data Science Project, Capstone Project

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