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Bachelor of Technology (B.Tech.) Big Data Analytics Syllabus 2025: Subjects, Specializations, and Semester-wise Syllabus

  • course years 4 Years
  • type of course Under Graduate
  • course stream Engineering
  • course type Full Time
Written By universitykart team | Last Updated date Oct, 09, 2024
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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 CodeCourse Title
ENG 101English Communication Skills
MTH 101Mathematics-I
PHY 101Physics-I
CHE 101Chemistry
CSE 101Introduction to Computer Programming
BDA 101Introduction to Big Data Analytics
BDA 102Data Structures and Algorithms
BDA 103Database Management Systems

Semester 2

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

Semester 3

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

Semester 4

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

Semester 5

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

Semester 6

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

Semester 7

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

Semester 8

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

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