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Vinayaka Missions Sikkim University BCA in Data Analytics

BCA in Data Analytics at Vinayaka Missions Sikkim University - Course, Fees, Admission, Seats, Syllabus

location Gangtok ( Sikkim )
location Estd In: 2010
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BCA in Data Analytics at Vinayaka Missions Sikkim University - Course, Fees, Admission, Seats, Syllabus
location
Gangtok ( Sikkim )
location
Estd In: 2010
Last Updated on February 20, 2024 6:28 PM
Vinayaka Missions Sikkim University, a regarded educational institution has introduced an innovative program called the Bachelor of Computer Applications (BCA) in Data Analytics. This specialized course is carefully designed to meet the growing demand for data analytics professionals in todays digital era. The curriculum covers topics such as Big Data Analytics, Machine Learning, Statistical Methods, Data Visualization and Database Management Systems to provide a comprehensive education in the field. The program aims to create a learning environment with limited seats that ensure a focused approach and an optimal student faculty ratio. The fee structure is competitively priced to make quality education accessible to all. Admission to this sought after program is based on performance in an entrance exam reflecting the universitys commitment to meritocracy and ensuring that aspiring students possess the analytical skills. Vinayaka Missions Sikkim Universitys BCA in Data Analytics serves as a guiding light for individuals on diving deep, into the realm of data analysis by offering a combination of theoretical knowledge and practical expertise to shape the next generation of data analysts.
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Vinayaka Missions Sikkim University BCA in Data Analytics Highlights 2024

Course DurationCourse LevelCourse Tuition FeesMode of StudyInstitute Type
3 YearsUndergraduateVaries by region and quotaFull-time/Part-timePrivate University

Vinayaka Missions Sikkim University BCA in Data Analytics Syllabus 2024

Vinayaka Missions Sikkim University (VMSU) provides a range of courses, including a Bachelor of Computer Applications (BCA) program that focuses on Data Analytics. The BCA in Data Analytics covers subjects to equip students with the necessary skills and knowledge to analyze, manage and interpret large datasets. Here are some essential topics typically included in this program; 1. **Introduction to Data Analytics**; This course lays the foundation by introducing concepts like the importance of data analysis in todays world, different types of data and an overview of the data analytics process. 2. **Fundamentals of Programming**; Since programming forms the core of data analytics it is crucial to have courses that cover programming languages like Python, R or Java. Python is particularly popular due to its libraries for data analysis and visualization. 3. **Database Management Systems (DBMS)**; Understanding how databases function learning SQL for data manipulation and exploring NoSQL databases for handling data are essential components, within a data analytics curriculum. 4.To have a foundation in computer science it is crucial to understand various aspects related to data. These include knowledge of data structures like arrays, lists, stacks, queues, graphs and trees. Additionally understanding algorithms is essential for managing and processing data. Another important area is statistics and probability. These mathematical concepts play a role in interpreting and making sense of data. They encompass statistics, inferential statistics, probability distributions, hypothesis testing and regression analysis. Data mining is also significant as it involves learning techniques to discover patterns and valuable insights from datasets. This field covers topics such as clustering, classification, association rule mining and anomaly detection. A solid understanding of machine learning principles and algorithms is fundamental for analytics. This includes supervised learning methods like decision trees and neural networks well as unsupervised learning approaches. Reinforcement learning is another aspect. In the era of data, familiarity with technologies like Hadoop and Spark becomes necessary for efficiently handling large datasets. Courses may focus on teaching how to process. Analyze these datasets effectively using these frameworks along with their respective ecosystems. Lastly but importantly the ability to visualize and communicate data effectively using tools like Tableau or Power BI or programming libraries such as Matplotlib and Seaborn in Python is a skill, in the field of data analysis. "Exploring the implications and privacy issues surrounding data analytics is essential, for maintaining responsible data management. Additionally a capstone project offers students an opportunity to apply their knowledge and skills."

Vinayaka Missions Sikkim University BCA in Data Analytics Important Topics 2024

CourseDescription
Introduction to ProgrammingBasics of programming languages like Python or Java.
Database Management SystemsUnderstanding of SQL, NoSQL databases, and data warehousing.
Data Structures and AlgorithmsStudy of efficient data handling and algorithmic processes.
Mathematics for Data ScienceMathematical foundations including statistics, probability, and linear algebra.
Data VisualizationTechniques for presenting data effectively using tools like Tableau or Power BI.
Machine LearningIntroduction to machine learning algorithms and their applications.
Big Data AnalyticsConcepts and tools for handling and analyzing big data.
Cloud Computing for AnalyticsUse of cloud platforms for data storage and computation.
This table provides a simplified overview of potential courses and topics. For specifics regarding the BCA in Data Analytics at Vinayaka Missions Sikkim University, including elective options and detailed course descriptions, please consult the university's curriculum resources.

Vinayaka Missions Sikkim University BCA Course FAQs

What is the duration of the BCA in Data Analytics programme at Vinayaka Missions Sikkim University?
The BCA in Data Analytics programme at Vinayaka Missions Sikkim University spans over a period of 3 years, divided into 6 semesters.
What are the eligibility criteria for enrolling in the BCA in Data Analytics programme?
To be eligible for the BCA in Data Analytics programme, candidates must have completed their 10+2 or equivalent examination from a recognised board with Mathematics as one of the subjects.
What is the fee structure for the BCA in Data Analytics programme at Vinayaka Missions Sikkim University?
The total fee for the BCA in Data Analytics programme at Vinayaka Missions Sikkim University is approximately Rs. 1,20,000 for the entire course duration.
What are the career prospects after completing BCA in Data Analytics from Vinayaka Missions Sikkim University?
After completing the BCA in Data Analytics, graduates can pursue careers as Data Analysts, Business Analysts, Data Scientists, and various other roles in IT companies, consulting firms, and analytics departments of diverse corporations.
Does Vinayaka Missions Sikkim University provide placement assistance for BCA in Data Analytics students?
Yes, Vinayaka Missions Sikkim University has a dedicated placement cell that provides placement assistance to students. The university conducts training sessions, workshops, and recruitment drives to facilitate the placement of its students.

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