BCA Data Science Syllabus
BCA Data Science Syllabus
BCA Data Science enables you to get more and in depth knowledge of data science and software applications subjects. It’s a 3 year course that involves 6 semesters in it. Semester Wise BCA Data Science syllabus of the course is listed below with the electives too, that one have to opt in the fourth, fifth and sixth semester.
Semester 1 | Semester 2 | Semester 3 |
---|---|---|
Cultural Education 1 | Cultural Education 2 | Life Skills 1 |
Communicative English | Language Paper 2 | Essential of Data Collection Ethics |
Language 1 | Professional Communication | Descriptive Statistics |
Discrete Mathematics | Statistics and Probability | Computer Networks |
Environmental Science and Sustainability | Database Management System | Object Oriented Programming using C++ |
Computer Essentials for Data Science | Data Structure and Algorithm | Software Engineering |
Computational Thinking and Programming in C | Operating System | Scripting Technologies Lab |
Computational Thinking and Programming in C Lab | Database Management System Lab | Practical Exposure to Data Collection Lab |
- | Data Structures Lab | - |
Semester 4 | Semester 5 | Semester 6 |
---|---|---|
Life Skills 2 | Data Modelling and Visualization | Big Data Analytics |
Introduction to Data Mining | R Programming for Data Sciences | Information and Data Security |
Python Programming | Machine Learning | Natural Language Processing |
Open Elective A* | Elective B | Elective C |
Introduction to Java and Web Programming |
Introduction to Parallel Programming and Data Optimization | Big Data Analytics Lab |
Python Programming Lab | Open Elective B* | Project |
Elective A | Introduction to Parallel Programming Lab | - |
Java Programming Lab | Fundamentals of Machine Learning Lab | - |
- | Minor Project | - |
Electives
Electives A and B | |
---|---|
Artificial Intelligence | Cloud Computing |
Introduction to IoT | Embedded Systems |
Non-relational Databases | Pattern Recognition |
Soft Computing | Text Mining and Analytics |
Bioinformatics | Exploratory Data Analytics |
Quantum Computing | Distributed Computing |
Design Pattern | Multimedia and Graphics |
Business Intelligence | Computational Linear Algebra |
Image Processing | Visual Programming using C# |
Inferential Statistics | Wireless Technologies and communications |
BCA Data Science Books
BCA Data Science Books
Data Science is a highly reputed and trending course these days. The one get specialised in this course can grab a good salary package. BCA Data Science course gives you the knowledge of data science subjects with computer applications subjects. Below given is the list of few data science books that one should give a read once:
- Head First Statistics
- Practical Statistics for Data Scientists
- Introduction to Probability
- Introduction to Machine Learning and Python
- Python Machine Learning by Example
- Python for Data Analysis
- Naked Statistics
- Inflection Point
- Storytelling with Data
- The Data Science Handbook and other books