M.Tech Computer Science and Engineering (AI DS)

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About the Program

The M. Tech. CSE with specialization in Artificial Intelligence and Data Science immerses students in advanced AI technologies as well as the knowledge of Data Science.

The program covers statistical, analytical, and machine learning skills to extract meaningful insights from data through data visualization. Their key learning includes data collection and management, data analysis and visualization; data interpretation through machine learning models, and translating findings into real-world solutions. In the digital age, data is often referred to as the 'new oil'.

Advantage @DGU

  • Dehradun - A Safe, Beautiful & Cosmopolitan Education City.
  • Bundle of Industry Integrated Value Added Certificates.
  • Students from 23 States & 5 Countries on campus.
  • Multiple Placements for all.
  • More than 250+ Companies for Campus Placement.
  • Possibilities of International Exposure.
  • Separate in campus Girls & Boys hostels with Modern Sporting & Gym facilities.

USPs of the Program

Cutting-Edge Specializations

Dive into advanced areas like Deep Learning and Computer Vision, ensuring graduates possess specialized knowledge for thriving in AI and Data Science's dynamic landscape.

Practical Application Emphasis

From hands-on labs to a Major Project, the program prioritizes practical skills, equipping students with the ability to apply theoretical knowledge effectively in real-world scenarios.

Industry-Crafted Competence

Aligned with industry demands, the curriculum prepares graduates for roles in Malware Data Analysis, Natural Language Processing, and Business Intelligence, ensuring immediate relevance in professional settings.

Holistic Skill Mastery

From foundational principles to advanced applications, the program fosters a well-rounded skill set, enhancing graduates' versatility and proficiency across diverse aspects of AI and Data Science.

Project-Driven Excellence

The Major Project empowers to showcase expertise and provides a platform for impactful contributions in the competitive landscape of AI and Data Science.

Latest Trends in Industry

The AI and Data Science industry is marked by cutting-edge trends reshaping the landscape. Explainable AI (XAI) gains prominence, emphasizing transparency in complex machine learning models. Federated Learning emerges as a decentralized approach for model training across multiple devices while preserving privacy. AutoML (Automated Machine Learning) simplifies model development, enabling non-experts to harness AI capabilities. Reinforcement learning applications expand, driving advancements in robotics and decision-making systems. Ethical AI frameworks gain traction, emphasizing responsible and unbiased AI deployment. The industry also sees a surge in Natural Language Processing (NLP) applications and the integration of AI with edge computing for real-time processing. These trends collectively propel the AI and Data Science field into new frontiers of innovation and ethical considerations.

Career Opportunities

Graduates can pursue roles as

  • AI engineers,
  • Data scientists,
  • AI Product Manager
  • Research scientists
  • Data Analyst
  • Data Engineer
  • Business Intelligence Analyst

The skills gained are valuable across industries like healthcare and finance, where intelligent systems and predictive analytics are transforming operations. The growing demand for AI and ML expertise ensures a wealth of opportunities for proficient professionals.

Course Structure

SEMESTER 1
Subjects Credits
Probability, Statistics and Stochastic Process 4
Design and Analysis of Algorithms 3
Advanced Data Structure and Algorithms 4
Professional Communication 4
Advanced Computer Architecture 4
SEMESTER 2
Subjects Credits
Data Mining Techniques and Methodologies 4
Department Elective -I 4
Department Elective-II 4
Embedded Systems 4
Artificial Intelligence Foundations 4
SEMESTER 3
Subjects Credits
Minor Project 6
Open Elective -I 3
Department Elective-III 4
Department Elective-IV 4
Seminar 6
SEMESTER 4
Subjects Credits
Research Paper Writing 4
Major Project 14
AI-DS Specialization
Introduction to Data Visualization
Advanced Machine Learning
Deep Learning
MLOps (incuding docker and kubernets)
Cyber Security and Ethical Hacking Specialization
Advanced Computer Network
Cryptography and Network Security
Ethical Hacking & Penetration Testing
Cyber Crime Investigation & Digital Forensics

Eligibility

To pursue this program student must have

  1. Bachelor’s degree in B.Tech CSE , with a percentage of 60% or more / an equivalent grade. Final-year undergraduate students can apply. Applicants need to appear for the GATE / CUET (PG) or DBS Global University Entrance Examination and online interview

How to Apply

In order to pursue this program, the students can talk to our counceller or use links below for further details:

Student Speak

Dhruv Tripathi

I am delighted to say that the faculties and the staff has helped me to achieve these dreams. Here, I not only had the chance to develop on my technical skills but also on other aspects such as Leadership & Management skills.

Saswati Pattjoshi

⁠I am very thankful to the department faculty and the placement cell that helped me achieve this while guiding me at every stage. My experience with the placement procedure was really great as I got to learn a lot. The placement cell is very well versed about each step.

Satyam Shekhar

⁠It is a great experience being at DBSGU. Our CDC department has helped a lot during the process of placement. They make sure that each student is well prepared for the interview.

Jyoti Nainwal

I am really thankful towards our college and placement cell, for supporting and providing us opportunities to learn interview skills, communication skills and guiding us in placements. The staff was supportive and informed us with enough notice regarding every placement drive.

Industry Collaboration

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Placements Enjoy Everyday while
Ensuring Great Career

At DGU each student gets the opportunity to appear for more than 250+ companies each year and each student is able to get the optimum placement deserved. The maximum take home salary has been Rs. 20.5 Lakhs & CTC 23.5 Lakhs. Based on the intensity of training and exposure involved in the management program chosen by students at DBSGU, they are offered positions ranging from Mid-level Manager, Functional Expert, Consultant (Entry Level), Entry Level Managerial and Domain Trained positions.

Interested in this program? Talk to counsellor @ +91 7259162060
Apply Now