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B.Tech Data Science Syllabus, Subjects, 1st Year, Semester, Entrance Exam, Books, Top colleges

OverviewSyllabusJobsQ&A

BTech Data Science Syllabus comprises 8 semesters that involve the subjects related to data extraction and its analysis by using various computer technology techniques and hacks. This course gives students the skills, knowledge and tools needed to handle complex data from all possible domains See Also: B Tech Courses

It is a 4-year undergraduate program that prepares students to manage, acquire and elicit meaning from data for proper decision-making in the business world. This program is suitable for students who are interested in learning the skills of data extraction and presenting reports, and presentations on the basis of the data.

See Also:

MSc Data Science BSc Data Science

B Tech Data Science Course Details

Course Level Undergraduate Degree
Full-Form Bachelor of Technology in Data Science
Duration 4 years
Eligibility 70% aggregate in 10+2 standard with PCM and Maths as a mandatory subject with 50% score
Admission Process Entrance Exam/Merit Based
Course Fee Ranges from INR 2-3 Lakhs
Average Salary Up to 10 Lakhs per annum
Top Recruiting Companies Amazon, Capgemini, Wipro, Infosys, TCS, IBM, HCL, Quick Heal, SYNTEL and others
Job Positions Data Architects,Data Science Consultant, Financial Modeler, Data Engineers, Clinical and Pharmaceutical Data Analyst, Database Administrators and positions alike
Higher Study Options MTech., MBA

See Also:

MSc Data Analytics BTech Data Science
How to become a Data Analyst How to become a Data Operator

B Tech Data Science Syllabus

B Tech Data Science helps students to excel in Computer Science and Engineering education, research and project management by empowering the students with strong conceptual knowledge. 

Semester 1 Semester 2
Professional English and Soft Skills /Engineering Graphics and Computer-Aided Design Analytical Mathematics
Matrices and Calculus Engineering Physics/ Engineering Materials
Engineering Physics/Engineering Materials Professional English and Soft Skills /Engineering Graphics and Computer-Aided Design
Problem Solving Using C Introduction to Digital Systems / Engineering and Design
Introduction to Digital Systems / Engineering and Design Sustainable Engineering Systems
Engineering Immersion Lab Data Structures
Engineering Physics Lab/ Materials Chemistry Lab Python for Data Science
- Engineering Immersion Lab
- Engineering Physics Lab/ Materials Chemistry Lab
Semester 3 Semester 4
Applied Linear Algebra Discrete Mathematics
Design and Analysis of Algorithms Digital Marketing Analytics
Database Management Systems Data Wrangling
Java Programming Data Handling and Visualization
R for Data Science Department Elective-II
Department Elective-I Non-Department Elective–II
Non-Department Elective- I Data Wrangling Lab
Database Management Systems Lab Data Handling and Visualization lab
- Design Project-I
- Internship
Semester 5 Semester 6
Probability and Statistics Software Project Management
Business Intelligence and Analytics Machine Learning
Predictive Modeling and Analytics Data Warehousing and Data Mining
Artificial Intelligence Modern Software Engineering
Professional Ethics and Life Skills Business Economics
Department Elective-III Department Elective-IV
Non-Department Elective–III Non-Department Elective–IV
Business Intelligence and Analytics Lab Data Mining Tools Lab
Design Project with IoT -
Semester 7 Semester 8
Text Analytics and Natural Language Processing Project & Viva – voce
Big Data and Analytics -
Time series analysis and Forecasting -
Deep Learning -
Department Elective–V -
Non-Department Elective-V -
Real-time Case Study Lab -
Design Project-III -

See Also:

PGP in Data Science BCA Data Science

B Tech Data Science Subjects

This course enables students to attain the in-depth knowledge of computer technology subjects in addition with the data science subjects. The important subjects of B Tech Data Science are

  • Python for Data Science - Students will learn to identify the need for data science and solve basic problems using Python built-in data types and their methods. They will learn to do data preprocessing and visualization using Pandas. See Also: Python Courses
  • Database Management Systems - In this students will learn the basic concepts of database systems. Learn Object-oriented dB, Distributed dB, XML, data warehousing and Mobile database. See Also: Database Management Courses
  • JAVA Programming - In this students will learn to apply Java-based code for solving low-complexity problems and develop GUI-based applications using Applet and AWT. See Also: Java Courses
  • R for Data Science - This will help to identify and execute basic syntax and programs in R. It also includes Performing the Matrix operations using R built-in functions. See Also: R Courses
  • Data Handling and Visualization - This will help to Understand the basics of Data Visualization, Write programs on visualization of time series, proportions & associations. Check Out: Data Visualization Courses

B.Tech Course Details:

B.Tech Overview B.Tech Admission

B Tech Data Science Electives

The Electives in Data Science are:

  • Intelligent Database System
  • Image Analytics
  • Statistical Inference for Data Science
  • Social Network Analytics
  • High-Dimensional Data Analysis 
  • Stream Processing and Analytics
  • SAS Programming
  • IoT cloud and data analytics
  • Cyber Forensic analytics
  • Nature-Inspired Computing 

See Also: How to become a Database Manager

Syllabus for B Tech Data Science NIIT University (NU)

The syllabus for B Tech Data Science NIIT University is :

Semester 1 Semester 2
Calculus Algebra and Differential Equations
Science – I Science – II
Fundamentals of Electronics Environmental Science
Fundamentals of Computer Programming (Python) Data Structures (with Python)
Workshop Practice Engineering Graphics
Communication Skills HSSM-I
Community Connect Community Connect
Semester 3 Semester 4
Probability & Random Process Design & Analysis of Algorithms
Foundations of Data Science Statistical Methods for Data Science
Discrete Mathematics Optimisation for Data Science
Object Oriented Programming (with Java) Operating Systems
Data Visualisation Database Management Systems
HSSM-II HSSM-III
Community Connect Community Connect
Semester 5 Semester 6
Foundations of Machine Learning Introduction to Artificial Intelligence & Deep Learning
Natural Language Processing & Text Analytics Professional Elective – I
Digital Image Processing Professional Elective – II
Inferential Statistics for Data Science Capstone Project — I
Open Elective – I R & D Project
HSSM-IV HSSM-V
Community Connect Community Connect
Semester 7 Semester 8
Professional Elective – III Industry Practice / Project
Professional Elective – IV -
Professional Elective – V -
Open Elective – II -
Open Elective – III -
Capstone Project — II -
Community Connect -

See Also:

B Tech in Big Data Analytics BCA in Database Systems

B Tech Data Science Books

The important books for B Tech Data Science are:

Books Author
Engineering Physics Practicals, Dhanam Publications, Chennai, 2005 P. Mani
“Introduction to Programming using Python”, Pearson,2012 Y. Daniel Liang
JAVA The Complete Reference”, 10th Edition, McGraw Hill Education, 2017. Herbert Schildt
Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures”, 1st edition, O’Reilly Media Inc, 2019. Claus Wilke
"Miller and Freund’s Probability and Statistics for Engineers", Pearson Education, Asia, 7th Edition, 2007. Johnson. R.A. and Gupta. C.B.
Software Project Management – Fifth Edition, Tata McGraw Hill, New Delhi, 2012. Bob Hughes, Mike Cotterell and Rajib Mall

B Tech Data Science Top Colleges

The list of top B Tech Data Science colleges in India are

Names of the College Average Fees
Sharda University INR 7.48 Lakhs
NMIMS University (Mukesh Patel School of Technology Management and Engineering) INR 12.46 Lakhs
Jagannath University INR 2.6 Lakhs
JIET Institute of Design and Technology INR 3.6 Lakhs
Glocal School of Science and Technology INR 4.81 Lakhs
Dev Bhoomi Uttarakhand University INR 1.6 Lakh

Check out:

Machine Learning Courses Engineering Courses
IT Courses Web Development Courses

B Tech Data Science: FAQs

Ques. What are the subjects in B Tech Data Science?

Ans. The subjects in B Tech Data Science are Engineering Physics, Programming for Problem-solving, Soft Skills, Introduction to Artificial Intelligence and Machine Learning, Maths etc

Ques. Is B Tech in DataScience good?

Ans. There are abundant job opportunities and career opportunities for B Tech Data Science.B Tech Data ScienceGraduates can work in different sectors like Artificial Intelligence offices, MNCs, Education and many more.

Ques. What are the Technical skills required for Data Scientist?

Ans. Technical Skills that are required for Data Scientists are:

  • Deep Learning
  • Data Visualization
  • Programming
  • Statistical analysis and computing
  • Machine Learning
  • Processing large data sets

Ques. Who is the father of Data Science?

Ans. William S. Cleveland is known as the father of Data Science.In 2001, he advocated an expansion of statistics beyond theory into technical areas because this would significantly change the field.

Ques. Is Data Science hard?

Ans. Data science is difficult because it requires a broad set of knowledge and skills. The core elements of Data Science are Maths, Statistics and Computer Science. Maths includes linear algebra, probability theory, statistics theory etc

Ques. Do Data scientists code?

Ans.Yes, Data Scientists code. Most Data scientists have to know how to code, even it is not a daily task. 

Ques. What is the average salary of a Data Scientist?

Ans. The average salary of a Data Scientist is INR 10.1LPA.

Ques. What is the future of DataScience in India?

Ans. Implementation of data science and analytics, artificial intelligence and machine learning have made data management highly convenient, with most of them making their way to India. The demand for Data Scientists is expected to surge across various sectors with many improved opportunities.

Ques. Which city is best for Data Scientists in India?

Ans. Bengaluru, Gurugram, Chennai and Pune are some of the biggest hubs for data science and related job roles.

Ques. Is B Tech necessary for Data Scientists?

Ans. Students who want to become successful Data Scientists need a set of technical skills. They must also have a bachelor’s degree or master’s degree in data science. They must also know R programming, Python coding and how to use the Hadoop platform and ApacheSpark.

Ask your question

Answered Questions

AN

My JEE main rank is 10000. Can I get computer science in NIT Trichy?

RK

Rohan Khare

27 Feb 23

I know I might sound blunt, but you cannot get into NIT Trichy CSE unless you belong to a reserved category. The expected opening and closing rank for the B.Tech CSE course at NIT Trichy for the academic session 2022 was around 400 to 5300. This year there might be only a slight difference. However, your rank of 10000 has no chance considering the cutoff.

Don’t get discouraged as here is the bright side. You might not get into NIT Trichy CSE but you surely might get into NIT Jalandhar, NIT Hamirpur which are quite good institutes if not as good as Trichy. In fact, NIT Jalandhar was ranked among the top 5 NITs in NIRF rankings (placement-wise).

You can't get NIT Trichy's CSE, but don't worry you can still get CSE at NIT Jalandhar, NIT Hamirpur, etc. Believe me, they are also good institutions. Talking about NITJ it was ranked among top 5 NITs in NIRF rankings placement-wise.

Another option is to apply at your home state institute. For instance, if you are from Delhi, go for DTU or NSIT. While the choice of Institute does matter, the majority depends on your own persistence.

...Show More
NS

Is it worth it to join SRM University for a BTech in Computer Sciences. How is the scope at SRM?

AJ

Ayush Jain

23 Feb 22

Yes, it is worth joining SRM University for a B.Tech in Computer Science. 

CSE Curriculum: The course curriculum followed for CSE covers all fundamental concepts like Data Structure, microprocessors, algorithms, computer organization, etc. The elective subjects are upgraded based on current industry trends. 

Teaching: They follow a decent teaching methodology. You will get help from the professor regarding any doubts. 

Exchange Program: SRM has tie-ups with universities worldwide for student exchange programs.  If you meet the requirements you can spend a semester at some of the best universities in world such as Carnegie Mellon, SUNY Buffalo, UC Berkeley, and many others. 

Placements: During the 2021 placement drive the packages offered were as follows.

SRM University CSE average package INR 7.5 LPA
SRM University CSE highest package  INR 29.5 LPA
Top recruiters  TCS, MU Sigma, Wipro, Accenture
Placement rate  100%

You will find a genuine review of SRM in the video below

Considering the academics and placement opportunities, the B.Tech CSE program at SRM University is definitely worth pursuing. 

...Show More
KY

I'm going to join ITM University, Gwalior in BTech (CSE). Should I buy a Windows laptop or Apple Macbook Air?

TG

Tridha Gupta

28 Feb 22

If you are interested in programming and coding, then you can buy a windows laptop with decent specifications. It doesn’t have to be high-end. You can make it dual boot to get Linux as well. For development, Linux is widely used and compilers are available too. Some software work well in windows and Linux will be great for development.

...Show More
AG

How does CS at IIIT Hyderabad compare to BITS Pilani?

MR

Maulik Raichura

27 Feb 23

Comparing IIIT Hyderabad and BITS Pilani cannot be done in terms of with as both are reputed institutes. However, they can be compared on the basis of individual parameters.

For instance 

  • Campus: BITS
  • Placements: IIIT Hyderabad 
  • Coding: IIIT Hyderabad

Now it’s up to you to decide which factor will affect you the most. In my opinion choosing IIIT Hyderabad over BITS Pilani is a no-brainer as IIIT Delhi is the best when it comes to CSE. Its curriculum is designed exceptionally well. Apart from this, it fairs well in terms of modern technology, infrastructure, faculties, placements, and greater opportunities for higher studies and research. The only institutes that give IIIT Hyderabad an edge are IIT Bombay and IISc Bangalore. You are bound to gain a lot of fun experience and knowledge at IIIT Hyderabad and won’t regret joining it ever.

However, this definitely does not mean BITS Pilani is not any good. It’s just that the outcomes offered by both institutes are different. If you want to go for MBA or Government Services in the future, BITS Pilani is a good choice as it offers a wider range of opportunities in contrast to CSE at IIIT Hyderabad which is suitable only if you want to stay in this field till the end.

...Show More
AN

Is Haldia Institute of Technology good for CSE in comparison with VIT Vellore or other colleges?

SU

Suraj Upadhay

22 Mar 22

CSE from VIT Vellore is the better option. In fact, after IIITs and BITS, it is considered best for the CS domain. The video below will give you an honest review of VIT Vellore

If you have a good command over Data Structure, Algorithm Design, and a bit of competitive coding, you can easily bag lucrative salary packages from reputed companies like Cisco, Microsoft, Goldman Sachs, etc. According to the placement highlights of recent years, VIT Vellore CSE average CTC stays around INR 7 LPA.

...Show More
KC

Should I opt for DTU mechanical or IIIT Delhi CSE?

TS

Tanvi Sinha

23 Mar 22

IIIT Delhi CSE is a better option compared to DTU Mechanical. It is a great option for pursuing a CSE degree. The institute has a great faculty pool. It also offers good placement opportunities. According to the 2021 placement highlights, IIIT Delhi CSE average package is INR 16.81 LPA. IIIT Delhi also has an active research culture. 

DTU offers a better brand value, campus life, but as a branch, CSE is better than Mechanical. 

...Show More
VB

How is IIIT Vadodara for a Btech in CSE/IT?

PK

Priyansh Kumar

16 Mar 23

If you have a choice between IIIT Vadodara and any other well-established NIT or IIIT for a Btech in CSE/IT, you should go for the latter as IIIT Vadodara lacks proper infrastructure and resources. However, studying B.tech in CSE at IIIT Vadodara is a rigorous course that offers different course content from other colleges, making students good engineers. The professors put in equal amounts of hard work to deliver their content in a professional manner, and there are ample resources available online for students. 

IIIT Vadodara is a good option as it provides exposure to both theory and industrial practice, and the institute has improved immensely. The placements are also getting better, with tech giants recognizing IIIT Vadodara and aiding in projects through developer student clubs and Mozilla student club

...Show More
AN

Is MAIT Delhi a good college to study CS? What are the placement stats? How good is the crowd there?

NK

Nimrit Kapoor

16 Mar 23

When it comes to MAIT, it may not have the same coding environment as other colleges like MSIT or BVP. However, it is important to note that things are changing at MAIT, and there are opportunities for students to participate in coding competitions, Hackathons, Competitive Programming, Open Source, and more. 

  • The availability of professors with research backgrounds is limited, and more could be done to expand opportunities for serious project work.
  • The course curriculum at MAIT and IPU is outdated and may include subjects that are not directly relevant to CSE students.
  • Placements at MAIT are strong, with companies like Amazon, Microsoft, Infosys, TCS, Wipro, and Accenture visiting the campus.
  • More than 80% of students get placed, with some students receiving offers as high as 42 LPA from Microsoft.
  • It's important to note that many placements listed by others also include off-campus opportunities obtained through individual skills and efforts.
  • CS and IT students shouldn't have to worry about the crowd, especially if in the first shift, as the current boys-to-girl ratio in IT are approximately 2:1.

You will get an overview of the college from the video below

...Show More
A

How are the CSE placements at UIET Chandigarh?

AB

Amulya Bhalla

16 Mar 23

Media reports indicate that the placements for Panjab University UIET (BTech and MTech) Chandigarh in 2023 saw the highest and average package offered at INR 45 LPA and INR 8.89 LPA, respectively. It is worth noting that a total of 383 offers were made during the PU UIET placements 2023, and the top recruiters were renowned companies like Amazon, Dabur, and American Express.

It's noteworthy that there was a notable rise of over 9% in the average package offered during PU UIET placements 2022 in comparison to 2021. Furthermore, the number of offers made in 2022 increased by over 43% as compared to the previous year, which is certainly impressive.

...Show More
ST

Which college should I go SRM or NMIMS for CSE?

SD

Shruti Dasgupta

09 Aug 22

For CSE, SRM is the better option. The academics, campus life, and facilities offered are good. Major recruiting companies such as Amazon, Honda, Cognizant, etc. recruit through the campus drive. SRM placements in 2022 witnessed the highest CTC of INR 1 CPA. The institute offers decent exposure. The networking opportunities are ample. Here is an honest review of the SRM University

...Show More

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