B.Tech in Big Data Analytics Program Syllabus & Subjects

B.Tech.in Big Data Analytics Syllabus

Dive into the comprehensive B.Tech. in Big Data Analytics syllabus, covering data mining, machine learning, and analytics tools for a robust understanding of this evolving field.

Syllabus and subjects B.Tech.in Big Data Analytics

The B.Tech program in Big Data Analytics offers an extensive syllabus covering data mining, machine learning, data visualization, and more. With a strong emphasis on practical experience, students engage in hands-on projects and internships to develop their analytical and technical skills. This program equips graduates to extract insights from large datasets, contributing to data-driven decision-making across various industries. Through a solid foundation in mathematics and programming, students gain the expertise needed for a successful career in the dynamic field of data analytics, where they play a vital role in harnessing the potential of data to drive innovation and efficiency in the digital age.

Bachelor of Technology (B.Tech.) Big Data Analytics Syllabus

Semester 1

Course Code	Course Title
ENG 101	English Communication Skills
MTH 101	Mathematics-I
PHY 101	Physics-I
CHE 101	Chemistry
CSE 101	Introduction to Computer Programming
BDA 101	Introduction to Big Data Analytics
BDA 102	Data Structures and Algorithms
BDA 103	Database Management Systems

Semester 2

Course Code	Course Title
MTH 201	Mathematics-II
PHY 201	Physics-II
CSE 201	Object-Oriented Programming
BDA 201	Data Mining and Machine Learning
BDA 202	Data Visualization
BDA 203	Statistical Methods for Big Data
BDA 204	Web Technologies

Semester 3

Course Code	Course Title
MTH 301	Mathematics-III
BDA 301	Hadoop and MapReduce
BDA 302	Advanced Database Management Systems
BDA 303	Python Programming for Big Data
BDA 304	Cloud Computing
BDA 305	Distributed Computing for Big Data
BDA 306	Business Intelligence

Semester 4

Course Code	Course Title
MTH 401	Mathematics-IV
BDA 401	Big Data Analytics Frameworks
BDA 402	NoSQL Databases
BDA 403	Natural Language Processing
BDA 404	Data Ethics and Privacy
BDA 405	Information Retrieval
BDA 406	Software Engineering for Big Data

Semester 5

Course Code	Course Title
BDA 501	Data Warehousing and OLAP
BDA 502	Deep Learning
BDA 503	Big Data Analytics in IoT
BDA 504	Pattern Recognition
BDA 505	Advanced-Data Visualization
BDA 506	Reinforcement Learning
BDA 507	Seminar

Semester 6

Course Code	Course Title
BDA 601	Data Science and Predictive Modeling
BDA 602	Data Stream Mining
BDA 603	Cybersecurity in Big Data
BDA 604	Time Series Analysis
BDA 605	Big Data Governance and Ethics
BDA 606	Project-I
BDA 607	Elective-I

Semester 7

Course Code	Course Title
BDA 701	Social Media Analytics
BDA 702	Big Data for the Internet of Things
BDA 703	Big Data in Finance
BDA 704	Project-II
BDA 705	Elective-II
BDA 706	Elective-III

Semester 8

Course Code	Course Title
BDA 801	Big Data Privacy and Security
BDA 802	Cloud-Based Big Data Analytics
BDA 803	Seminar
BDA 804	Project-III
BDA 805	Elective-IV
BDA 806	Elective-V

Note: The above table provides a general overview of the syllabus for a Bachelor of Technology (B.Tech.) degree in Big Data Analytics. Please note that the specific courses and their order may vary depending on the university or institution offering the program. It is advisable to refer to the official curriculum or contact the respective educational institution for the most accurate and up-to-date information.