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B.Tech in CS, AI & ML

Build intelligent systems and shape the future of technology.
Next Cohort
July 2026
Format
4 Years, Full time

The ATLAS uGDX B.Tech Experience

The B.Tech programs in ATLAS immerses you in technology from day one - through hands-on coding, real-world projects, and industry-integrated learning that build the skills to innovate and lead in the digital world.

Multidisciplinary
Tech Education
Learn AI/ML alongside electives in design and management, applying your skills through a semester-long internship.
Master classes by industry leaders
Learn directly from global technology experts, CTOs, and industry innovators.
NEP 2020
Integrated
Hundreds of hours of coding practice and training to master writing clean, scalable code.
Experiential &
Hands-on learning
Apply classroom concepts to live projects and real-world problem solving.
Curriculum co-created with industry
Study a curriculum designed with leading CTOs to stay aligned with industry needs.
Entrepreneurship hub
Get mentorship and support from Venture Labs to build and launch your own tech startup.
Urban campus experience
Thrive in a modern, high-tech learning environment with state-of-the-art infrastructure.
Career services
Apply classroom concepts to live projects and real-world problem solving.

Why Choose B.Tech in CS, AI & ML at ATLAS uGDX

Master Advanced AI & ML Skills

Learn to program intelligent algorithms and develop solutions that power automation, prediction, and decision-making across industries.
01

Develop competencies to build tech startups

Understand how technology, innovation, and entrepreneurship intersect - and how to turn ideas into viable ventures.
02

Create compelling tech experiences through design

Apply design thinking to craft intuitive, user-centered digital products that solve complex problems.
03

Learn to apply technology in real industry contexts

Work on live projects and challenges with leading companies, gaining practical exposure and problem-solving experience.
04

Learn to lead in a global AI-driven world

Graduate with the technical depth, business acumen, and global perspective to shape the future of technology.
05

A Curriculum Designed for the Future

Built on the ‘Goal for Each Term’ (GET) philosophy, our curriculum ensures every semester has a clear, outcome-driven focus; continuously evolving with emerging technology trends and the learning needs of our students.

Semester 1

Become a Game Developer
This semester introduces the foundational principles of programming, mathematics, and digital communication essential for aspiring game developers. Students build analytical skills, explore computation, and begin creative problem-solving through simulation and game design.
Introduction to Computer Science & Programming 1
Provides a hands-on introduction to computational thinking and programming fundamentals.
Calculus 1
Introduces foundational mathematical concepts and techniques for modeling and problem-solving in AI and design.
Foundations of Statistics & Probability for AI & ML
Covers statistical reasoning and probabilistic methods essential for machine learning and AI applications.
Databases & SQL
Teaches principles of database design, querying, and management using SQL for data-driven projects.
Chemistry
Explores basic chemical principles and their applications in technology, materials, and interactive systems.
Communication Skills for Digital World
Enhances written and verbal communication tailored for digital, academic, and professional contexts.
ATLAS Electives
Offers interdisciplinary elective courses that combine technology, design, and creative innovation.
Simulation/Computer Game Design (Pinnacle I)
Develops computational design skills through interactive simulations blending programming, logic, and visual storytelling.

Semester 2

Become a Data Analyst
This semester strengthens computational, mathematical, and analytical thinking skills essential for data-driven decision-making. Students explore algorithms, modeling, and applied projects that bridge science, programming, and real-world data interpretation.
Introduction to Computer Science and Programming 2
Advances coding proficiency through structured programming, data types, and modular problem-solving.
Mathematics for Computer Science
Explores discrete mathematics, logic, and combinatorics vital for computational systems design.
Calculus 2
Extends integral and differential calculus applications in modeling and engineering systems.
Physics
Covers mechanics, electromagnetism, and thermodynamics to strengthen scientific grounding in computational systems.
Statistical Modeling
Focuses on building and interpreting predictive models using regression and probabilistic analysis.
Indian Health Sciences
Examines traditional health knowledge systems and their relation to technology, ethics, and data innovation.
Expository Writing
Develops clarity, structure, and critical reasoning in technical and analytical writing.
ATLAS Electives
Offers cross-domain learning to build interdisciplinary competence and creativity.
Data Analyst Project (Pinnacle II)
Applies statistical and computational techniques to analyze real datasets and visualize insights.

Semester 3

Become a Data Scientist
This semester delves into the computational and mathematical core of data science, emphasizing machine learning, data structures, and large-scale storage systems. Students build a strong foundation in algorithmic thinking and learn to derive insights from structured and unstructured data through practical, interdisciplinary applications.
Machine Learning Foundations
Covers supervised and unsupervised learning algorithms, model training, and evaluation techniques.
Computer Organization and Architecture
Explores system architecture, hardware components, and memory organization for computational efficiency.
Linear Algebra
Builds conceptual understanding of matrices, vectors, and transformations used in machine learning.
Data Structures
Introduces efficient data storage, manipulation, and algorithm optimization for problem-solving.
Unstructured Data, NoSQL, and Storage Techniques
Focuses on handling big data using NoSQL databases and distributed storage solutions.
Model Thinking
Applies mathematical and conceptual models to understand patterns in data and complex systems.
Foundational Literature of Indian Civilization
Examines Indian philosophical, cultural, and intellectual traditions with modern contextual relevance.
ATLAS Electives
Applies machine learning to advanced scientific domains through real-world research projects.
Machine Learning: Astrophysics, Particles, Drug Design (Pinnacle III)
Applies machine learning to advanced scientific domains through real-world research projects.

Semester 4

Become an ML Engineer
This semester advances machine learning mastery with a focus on scalable systems, algorithms, and automated data operations. Students gain hands-on experience integrating DevOps and MLOps practices while developing enterprise-level AI solutions that address real-world business and technological challenges.
Advanced Machine Learning
Explores deep neural networks, reinforcement learning, and optimization techniques for complex AI systems.
Introduction to Algorithms
Builds understanding of algorithmic logic, efficiency, and problem-solving strategies in computing.
Operating Systems and Networks
Covers fundamentals of OS architecture, process management, and computer networking protocols.
Large-Scale Data Storage
Teaches distributed databases, cloud storage, and scalable data management techniques.
Software Development Lifecycle, DevOps and MLOps
Integrates DevOps practices into ML workflows to enhance deployment and reliability.
Data Engineering Operations
Focuses on pipeline automation, data cleaning, and transformation for ML readiness.
Business Plan Writing
Develops entrepreneurial thinking through strategic, financial, and innovation-driven project planning.
ATLAS Electives
Encourages multidisciplinary exploration to expand creative and technical skill sets.
An Enterprise Grade AI Application: Recommendation Engines for OTT Platforms (Pinnacle IV)
Applies ML algorithms to build intelligent recommendation systems for personalized media platforms.

Semester 5

Become a Digital Technology Engineer
This semester integrates AI, cloud systems, and digital innovation to prepare students for high-impact engineering roles. Learners explore intelligent automation, entrepreneurship, and modern computing applications, culminating in the design of connected autonomous systems using deep learning and real-world data.
Reinforcement Learning and NLP
Master the art of making big-picture decisions. Learn how to evaluate competition, allocate resources, and plan for long-term business success in volatile environments.
Computer Vision and Deep Learning
Focuses on enabling machines to interpret and process visual information from the world.
Advanced Algorithms
Develops efficiency and complexity analysis skills for solving high-level computational problems.
Emerging Technologies
Explores next-gen digital trends like IoT, quantum computing, and immersive tech ecosystems.
Cloud Application Development
Explores cloud infrastructure, APIs, and deployment pipelines for scalable AI-based applications.
Entrepreneurship Development
Encourages innovation through idea validation, resource planning, and tech-based business creation.
Academic Research Writing
Builds research methodologies and technical writing skills for academic and industrial use.
Enterprise Grade Connected Device Application: Self-Driving Cars (Pinnacle V)
Applies AI, robotics, and cloud systems to develop functional models for autonomous vehicles.

Semester 6

Become a Cyber Security Engineer
This semester focuses on building expertise in system security, blockchain, and ethical coding. Students gain the ability to develop, optimize, and secure digital systems through encryption techniques, AI integration, and real-world cybersecurity practices. It combines advanced coding, data protection, and digital literacy to create future-ready security professionals.
Secure Coding
Emphasizes writing robust code that prevents vulnerabilities, exploits, and data breaches.
Project Life Cycle Management
Covers planning, execution, and evaluation stages in engineering and software projects.
Numeric Optimization Techniques
Teaches mathematical optimization methods used in algorithms, AI, and data modeling.
Recent Advances and Challenges in AI
Explores breakthroughs in AI technologies with focus on ethics and implementation barriers.
UI/UX Development
Introduces principles of user-centered design for intuitive digital interfaces and systems.
Cybersecurity and Blockchain
Explains cryptographic systems, network defense, and blockchain’s role in secure transactions.
Digital Culture and Language
Examines the intersection of digital communication, societal change, and global connectivity.
Build Your Own Encryption Software (Pinnacle VI)
Applies cryptographic principles to design and deploy a custom encryption solution.

Semester 7

Become an AI Entrepreneur
This semester empowers students to merge artificial intelligence with innovation and entrepreneurship. It builds advanced technical, ethical, and strategic skills to develop AI-driven products, protect digital assets, and manage security challenges — preparing students to lead startups in the intelligent automation era.
AI in Engineering
Applies artificial intelligence to solve complex engineering challenges and optimize design processes.
Network Security
Covers secure networking principles, cryptographic methods, and protection against cyber threats.
Knowledge Graphs and Minor Project
Introduces semantic data modeling to build intelligent systems through connected knowledge structures.
Prompt Engineering
Focuses on designing effective AI prompts for optimal model performance and interaction outcomes.
Agentic AI
Explores autonomous AI agents capable of dynamic reasoning, decision-making, and multi-task execution.
Ethical Hacking
Teaches penetration testing, vulnerability assessment, and ethical approaches to cybersecurity.
Intellectual Property and Innovation in AI
Examines patent law, copyright, and intellectual property rights within AI-based innovation ecosystems.
Constitution of India
Promotes understanding of constitutional values, justice, and legal frameworks in technological development.

Semester 8

Internship and Project
This final semester emphasizes applied learning through research, innovation, and professional execution. Students synthesize their AI and engineering expertise into a product-based dissertation while gaining real-world exposure to human-centered design and accelerated AI development.
Internship and Project and Dissertation (Product Based)
Applies AI and data science principles to develop, test, and deploy real-world product solutions.
Federated Learning and Distributed AI (MOOC)
Explores decentralized machine learning frameworks enabling collaborative intelligence while preserving data privacy.
Cognitive Systems and Human-AI Interaction (MOOC)
Studies intelligent systems that interpret, adapt, and respond to human behavior for seamless AI collaboration.

Program Outcomes

Strong Computational Foundations
Build strong skills in programming, algorithms, and problem-solving.
Mastery in AI and Machine Learning
Learn to design and train intelligent, adaptive systems.
Robotics & Automation
Apply AI to real-world robotics and mechatronic systems.
Product Innovation & Development
Prototype and develop practical, AI-driven solutions.
Ethical & Interdisciplinary Thinking
Understand technology’s social and ethical impact.
Career & Research Readiness
Graduate prepared for advanced careers or further studies.

Ready to Build What’s Next?Let’s Get Started.

Get a glimpse - where future engineers and innovators areshaped through technology, industry, and inspiration.

Career Pathways

Explore diverse career pathways across AI, data science, and emerging technologies

AI Scientist
Data Scientist
ML Engineer
Business Intelligence Researcher
AI Engineer
Big Data Analyst
AI Consultant

Student Voices: Real Voices from the Program

Unlike many other B.Tech programs, we have an outcome defined for every semester.
Ayush Gharat
2nd year student, uGDX
At uGDX, I have started viewing the world in a different way.
Leisha Totani
2nd year student, uGDX
We get endless opportunities here at ATLAS uGDX.
Mohit Bhimrajka
2nd year student, uGDX
What I love about uGDX B.Tech program is that every semester has specific goals and outcomes.
Adarsh Mukherjee
2nd year student, uGDX

Your guide to joining B.Tech in CS, AI & ML at ATLAS uGDX

Eligibility
Indian Boards (ISC / CBSE / State Boards)
Minimum 50% in Class XII
Mathematics and Physics are mandatory

A-Levels (UK)
Minimum grades A/B/C in 2 subjects
Grade B or above in Mathematics.
Mathematics and Physics are mandatory

International Baccalaureate (IB)
Minimum of 24 points in 3 HL & 3 SL subjects
Mathematics and Physics are mandatory
More questions?
Let our AI Assistant answer your queries

Questions? We can read your mind

ISDI provides B. Des to its students in various subjects. The undergraduate B. Des programme is a four-year course that enables students to enhance their focus on strategic thinking, design, and innovation. 

The undergraduate B. Des program offers 7 programs in various design subjects, such as:

  • Communication Design

  • Fashion Design

  • Fashion Communication & Styling

  • Interior Design

  • Product Design

  • Strategic Design Management

  • Animation & VFX

The postgraduate programme focuses on entrepreneurial and design thinking skills.

ISDI is a well-known institution for many reasons. Its exclusive collaboration with Parsons School of Design stems from its position as a renowned institution. The key factors setting ISDI apart are:

  • Location: It is in the heart of Mumbai and surrounded by the best design organisations.

  • Industry-focused approach: With industry stalwarts and meteors guiding students, individuals not only learn from practical knowledge but also learn from experience.

  • Networking: Students can work and interact with professionals in other fields, strengthening their networking skills. 

  • Global curriculum: The curriculum has been meticulously designed to prepare students for national and international work opportunities.

Experiential learning: ISDI believes in going beyond traditional learning, and utilises advanced technology to nurture creativity among students.

Yes, ISDI offers guest lectures and masterclasses as a part of the curriculum. International voices and mentors lead classes with its exclusive partnership with Parsons School of Design (Parsons faculty often visits ISDI and students learn from them here in India). Integrating a masterclass allows students to expand their cultural understanding, too. We introduce students to a variety of workshops and masterclasses that help expand their interests and solidify their vision.

ISDI hosted  Parsons Week 2025, in partnership with ISDI,  from March 23-28, 2025, featuring a week of design-focused events and sessions led by faculty from the renowned Parsons School of Design. During their visit to ISDI, they offered masterclasses and portfolio review sessions as well.

Yes. ISDI offers global opportunities, too. Students get opportunity to study overseas, during immersive excursion one such example is Paris where students visited colleges such as

  • Students can study in Paris and participate in industry visits and workshops. 

  • Partnership with Parsons School of Design ensures that thinking strategies, global tools, and methodologies are a part of the curriculum.

ISDI stands out from other design schools through its partnership with Parsons School of Design. Its urban-rich culture setting ensures students learn thoroughly. ISDI stands out from other design schools due to its unique features:

  • A rich curriculum benefits from its collaboration with Parsons School of Design.

  • Real-world internships and masterclasses

  • Diverse networking

  • Strategic thinking nurtured by industry experts

Yes, the curriculum is developed in collaboration with Parsons School of Design. The B Des curriculum is meticulously designed to allow students to benefit from it. The global curriculum expands their horizon of understanding and ensures they are able to face challenges and secure lucrative opportunities.

The ISDI - School of Design & Innovation has received curriculum development support from Parsons School of Design since its establishment in 2013.

This unique partnership for curricular excellence ensures ISDI students have access to a global contemporaneity curriculum and proven teaching and learning methods enabling our students to be the design leaders of the future.

ISDI has designed its curriculum in collaboration with Parsons School of Design. The curriculum ensures academic excellence and alignment with industry by:

  • Design professionals design curriculum.

  • Professionals hold masterclasses for students to learn from experience.

  • Students are encouraged to take up projects which challenge them to face real-life design challenges.

  • Working on projects with industry-leading companies

  • Regular workshops held by industry professionals

ISDI integrates industry into its curriculum in several ways. We aim to blend classroom learning with real-world experience. The industry learnings are integrated through:

  • Masterclasses with experts

  • Industry-led collaborations and projects

  • Hackathon for understanding real-life disciplines

  • Visits to different design studios for better learning

Yes, ATLAS ISDI organises live projects with brands as part of its curriculum. The thoughtfully curated curriculum is in collaboration with Parsons School of Design. The curriculum includes internships with top brands. This internship nurtures

  • Applying theoretical knowledge to real-life problems

  • Strengthen problem-solving skills

  • Build a strong portfolio

  • Learn from the experience of senior citizens.

  • Guided by industry experts

ISDI has always aimed to create a safe and immersive campus as well as a learning experience for its students. With a thoughtful curriculum in collaboration with the renowned Parsons School of Design, every design module for specialisation is distinct and focuses on strengthening the design principles. The student experience at ATLAS ISDI includes:

  • Students get to participate in various competitions, which channel their design creativity.

  • Students are made to participate in various workshops.

  • Students have to work on several projects and increase their networking and communication skills.

  • Students participate in various college festivals and experience personal growth through faculty-led discussions and talks

ISDI has an exclusive campus. Renowned for its infrastructure and thoroughly curated curriculum, the institution allows students to widen their area of learning. With our recent NAAC A Grade certification, our campus provides its students with:

  • The campus features large laboratories, designer studios, fashion technology zones, and various other spaces where students can explore and showcase their creativity.

  • Immersive workshops for strengthening design principles, along with frequent visits to design studios, inspire the students.

  • Students can learn from experts through frequent immersive workshops held in design studios.

  • Design Studios

  • Fashion Lab

  • Product Lab (Workshop)

  • Fashion Studio

  • Digital + UX Labs

  • Maker Spaces

ISDI offers its students a variety of events for them to participate in and cherish their campus life. From flagship events to cultural events, ATLAS ISDI is always thriving throughout the year. Extracurricular activities offered by ATLAS ISDI are:

  • Design Events

  • Startup-Streets

  • Industry Masterclasses, Workshops, RTCs

  • Master’s Admissions Events

  • Placement & Career Events

  • Fests & Cultural Showcase

  • Hackathons & Challenges

  • Podcasts & Fireside Chats etc.

These interactions boost engagement by allowing students to display projects, share ideas, and connect with visitors.

Yes, ISDI requires an entrance exam for design programmes. The admission process has been designed to gauge the design skills and communication skills of the students. The ISDI admission entrance exam consists of:

  • Portfolio upload or design project holding a 40% weightage

  • The online aptitude test holds a substantial weightage of 40%.

  • Along with tests, there is a round of private interviews as well, which test the students' reasoning and analytical skills.

The process to apply for ISDI’s B.Des program is extremely simple. ISDI focuses on inclusivity, and our admissions process has been designed for individuals to seek their desired design specialisation. The admission process follows these steps:

  • Submitting the portfolio

  • Those students who do not have a portfolio can also complete a design project listed by ATLAS ISDI.

  • Along with submitting a portfolio and/or design project, there is an aptitude test which gauges the student’s communication skills.

  • The last test is the private interview test. This test allows our panel to understand the ambitions and goals of the students.

ISDI is among the renowned institutions for the B. Des Program. The eligibility criteria for ISDI are:

Students currently studying in Grade 12 and appearing for their 10+2 board exams are eligible to apply. This includes boards like:

  1. CBSE

  2. ICSE

  3. HSC (Maharashtra)

  4. IGCSE A-Levels

  5. The IB Diploma Program (IBDP) 

  6. Any recognised national or international equivalent.

At ISDI, there is no stream restriction; students from Arts, Commerce, or Science backgrounds are welcome. What matters most is your interest in design, creativity, and innovation. So if you are a science student with a profound interest in design and art, you can give wings to your dreams here at ISDI.

Yes, students are required to submit their design portfolio. Students can:

  • Upload their portfolio while working on their IDSI Challenge

  • The portfolio should contain eight to ten pieces of your best work that proficiently display your design skills. 

  • These pieces can be animated, painted, or sketched according to the student's preference.

Those students who do not have a portfolio can simply:

  • Complete the ISDI Design Project

  • Create a visual work inspired by any ONE of the given themes: One World | Tracing Nature | Translating Tomorrow

  • All forms of design are acceptable, including drawing, video, photography, sculpture, 3D work, collage, and digital images. 

  • Support your project by writing a 500-word essay describing how you developed your ideas.

A. Yes, students who are not in a design program can also apply to study ISDI. We have always believed in inclusivity, and our dynamic selection process ensures that students from diverse backgrounds, including those without a design background, can apply.

Career opportunities after graduating from ISDI are innumerable. Graduates can work as:

  • Art Director

  • Brand Manager

  • Digital Transformation Analyst

  • E?commerce Brand Strategist

  • Design Consultant

  • UX Research Analyst

  • Strategy Consultant

  • Fashion Designer

ISDI has always believed in supporting students beyond their campus as well. Our committee works diligently to help students secure their desired jobs. ISDI assists students in building a strong portfolio by providing:

  • Hands-on experience working in a state-of-the-art lab with cutting-edge design tools.

  • A curriculum that emphasises experiential learning and interdisciplinary approaches will introduce projects that enable students to learn and overcome the challenges they regularly face in their field of study.

  • Our guidance and placement committee provides comprehensive support to help students secure the right internship and lucrative opportunities.

A. ISDI helps the students in building a portfolio and guiding them through job placements as well. We help students by:

  • Having projects which enhance their portfolio

  • Guest lectures and masterclasses

  • SOPs

  • Projects which are a compulsory part of modules

  • Documentation of the project as a part of the portfolio

ISDI always ensures a promising future for its students. Our committee oversees every student's secure internships with top organisations that match their specialisations and career goals. 

  • Interns can work with renowned companies.

  • Work for esteemed designers

  • Gain hands-on experience with live projects and internships

  • Committees are made to make job hunting easy.

ISDI has an astounding record for placements. ATLAS ISDI has a placement committee which works dedicatedly for every student to ensure their placements. The committee guides the students to reach out to a job where their expertise can shine. The curriculum allows students to gain skills, which are:

  • Work for alumni organisations.

  • Work on certifications, which strengthen their credibility.

  • They should maintain an attractive portfolio that aids in securing better placements.

Yes, ATLAS ISDI supports entrepreneurship. The thoughtfully curated module, in collaboration with Parsons School of Design, is designed for students to learn about the principles as well as the dynamics of business. The curriculum is mostly aimed at:

  • The curriculum aims to integrate management with technology and emerging design principles in order to enhance students' skills.

  • Students are encouraged to join the evolving design ecosystem and become innovative designers or entrepreneurs.

  • The global immersion curriculum helps students understand the complexities of the business field, which arise in the design landscape.

Yes, ISDI graduates who have completed their design programme can effortlessly open their own ventures. This can be easily achieved because:

  • ISDI curates a curriculum that includes modules on entrepreneurial leadership. The modules encourage a business mindset with innovation and design in the lead. 

  • The learning environment at ISDI is nurtured by a mentorship ecosystem where industry stalwarts lead masterclasses for students.

  • Students gain comprehensive knowledge about innovation, entrepreneurship, and practical challenges.

  • Graduates graduate with a mindset that combines design and entrepreneurship skills, which are crucial for their venture.