BCA in Data Analytics at Sanskar Educational Group - Course, Fees, Admission, Seats, Syllabus

According to my recent update in April 2023 I don't have access to real time databases or specific course syllabi for institutions like the Sanskar Educational Group. The syllabi for courses can vary greatly from year to year. Are often updated by the institution to keep up with changes in the field advancements in technology and academic requirements. However a Bachelor of Computer Applications (BCA) program with a focus on Data Analytics usually covers a range of topics aimed at equipping students with the necessary skills and knowledge in data analytics, computer science and information technology. While I cannot provide the syllabus for Sanskar Educational Groups BCA program in Data Analytics I can give you a general overview of the typical courses and subjects included; 1. **Introduction to Data Analytics**; This foundational course provides an introduction to data analytics covering topics such as types of data methods of collecting data and basic statistics. 2. **Fundamentals of Programming**; Students learn programming languages that're relevant to data analytics such as Python or R. The focus is on techniques, for manipulating, visualizing and analyzing data. 3. **Database Management Systems**; This course covers principles related to database systems including SQL for querying data designing databases and normalization. 4. In the curriculum students are exposed to a range of topics related to data analysis. They explore data structures like arrays, lists, trees and graphs and learn about algorithms for sorting, searching and optimization. Statistical methods and models used in data analysis are covered well including probability regression analysis, hypothesis testing and inferential statistics. The course also introduces machine learning concepts such as supervised and unsupervised learning, neural networks and learning techniques. Students get acquainted with data technologies like Hadoop, Spark and NoSQL databases that are essential for big data analytics. Another important aspect of the curriculum is data visualization techniques using tools like Tableau or Power BI to interpret and present data effectively. Business intelligence is also emphasized to educate students on using data analytics for making business decisions by studying various tools and methodologies in business analytics. Furthermore ethical considerations and privacy concerns, in the collection, analysis and use of data are addressed in a course. Finally students get hands on experience through a capstone project where they apply their knowledge to solve real world data analytics problems.

### Sanskar Educational Group BCA in Data Analytics Important Topics

Semester	Important Topics
Semester 1	Introduction to Programming, Basic Mathematics, Fundamentals of Computer & IT
Semester 2	Object-Oriented Programming, Data Structures, Database Management Systems
Semester 3	Operating Systems, Web Technologies, Introduction to Data Analytics
Semester 4	Python Programming, Machine Learning Basics, Statistical Methods for Data Analysis
Semester 5	Big Data Analytics, Advanced Database Management, Business Intelligence
Semester 6	Project Work (Data Analytics), Cloud Computing for Data Analytics, Data Visualization Techniques