ECE with Artificial Intelligence & Machine Learning Specialization

The B.Tech in Electronics and Communication Engineering with Artificial Intelligence and Machine Learning specialization combines hardware design expertise with cutting-edge AI/ML technologies. This specialized program integrates VLSI Design, Embedded System Architecture with machine learning algorithms, neural networks, and deep learning frameworks. Students gain expertise in designing intelligent embedded systems, IoT devices with AI capabilities, autonomous systems, and edge computing solutions.

The curriculum provides a comprehensive understanding of how to implement machine learning models on embedded hardware, optimize neural networks for resource-constrained devices, and develop intelligent communication systems. Through hands-on labs, industry projects, and internships, students learn to work with TensorFlow, PyTorch, and specialized hardware accelerators. The program emphasizes the convergence of electronics and AI, preparing graduates for the rapidly evolving field of embedded AI systems.

Students are trained to design intelligent systems that can process data in real-time, make autonomous decisions, and adapt to dynamic environments. Focus areas include neural network implementation on microcontrollers, AI-based signal processing, smart sensor systems, autonomous robotics, and next-generation communication technologies powered by artificial intelligence.

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Career Prospects:

ECE-AI/ML graduates are in high demand across multiple industries. Career opportunities include AI Hardware Design Engineer, Embedded AI Systems Developer, Machine Learning Engineer for IoT, Deep Learning Specialist, Autonomous Systems Engineer, Smart Sensor Developer, Edge AI Architect, and AI Research Engineer. Industries seeking ECE-AI/ML professionals include semiconductor companies, tech giants (Google, Apple, Microsoft, Amazon, Intel), automotive companies developing autonomous vehicles, robotics firms, defense and aerospace sectors, and emerging startups in AI and IoT.

Graduates can pursue roles in research institutions (ISRO, DRDO, BARC), government PSUs, and globally recognized tech companies. The specialization opens pathways for advanced research in areas such as: Neural Network Optimization for Hardware, Federated Learning on Edge Devices, AI-powered Communication Systems, Quantum Machine Learning, and Neuromorphic Engineering. With industry 4.0 driving demand for intelligent embedded systems, ECE-AI/ML specialists are positioned at the forefront of technology innovation.

Machine Learning

on Embedded

Systems

Edge Computing

with AI

Acceleration

Autonomous

Systems &

Robotics

Intelligent IoT

& Smart

Sensors

Eligibility & Fee Details

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B.Tech. in Electronics and Communication Engineering (ECE) with AI & ML Specialization

Uttarakhand Quota (Amount of fee details in INR)

Semester	Heads	(12th Aggregate%) >=90.01 (1st Category)	(12th Aggregate%) >=80.01 and <=90 (2nd Category)	(12th Aggregate%) >=70.01 and <=80 (3rd Category)	(12th Aggregate%) <=70 (4th Category)
1st Semester	Academic Fee	1,00,350	1,00,350	1,00,350	1,00,350
	Merit Scholarship	30,105	20,070	10,035	--
	Net Academic Fee	70,245	80,280	90,315	1,00,350
	Development Fee	8,028	8,028	8,028	8,028
	Other Fee	33,150	33,150	33,150	33,150
	1st Semester Fee	1,11,423	1,21,458	1,31,493	1,41,528
2nd Semester	Academic Fee	1,00,350	1,00,350	1,00,350	1,00,350
	Merit Scholarship	30,105	20,070	10,035	--
	Net Academic Fee	70,245	80,280	90,315	1,00,350
	Development Fee	8,028	8,028	8,028	8,028
	Other Fee	13,150	13,150	13,150	13,150
	2nd Semester Fee	91,423	1,01,458	1,11,493	1,21,528
Total Fee year wise inclusive of other charges		(1st Category) 2,02,846	(2nd Category) 2,22,916	(3rd Category) 2,42,986	(4th Category) 2,63,056

All India Quota (Amount of fee details in INR)

Semester	Heads	(12th Aggregate%) >=90.01 (1st Category)	(12th Aggregate%) >=80.01 and <=90 (2nd Category)	(12th Aggregate%) >=70.01 and <=80 (3rd Category)	(12th Aggregate%) <=70 (4th Category)
1st Semester	Academic Fee	1,33,800	1,33,800	1,33,800	1,33,800
	Students Diversity Scholarship	23,654	23,654	23,654	23,654
	Merit Scholarship	33,044	22,029	11,015	-
	Net Academic Fee	77,102	88,117	99,131	1,10,146
	Development Fee	10,704	10,704	10,704	10,704
	Other Fee	33,150	33,150	33,150	33,150
	1st Semester Fee	1,20,956	1,31,971	1,42,985	1,54,000
2nd Semester	Academic Fee	1,33,800	1,33,800	1,33,800	1,33,800
	Students Diversity Scholarship	23,654	23,654	23,654	23,654
	Merit Scholarship	33,044	22,029	11,015	-
	Net Academic Fee	77,102	88,117	99,131	1,10,146
	Development Fee	10,704	10,704	10,704	10,704
	Other Fee	13,150	13,150	13,150	13,150
	2nd Semester Fee	1,00,956	1,11,971	1,22,985	1,34,000
Total Fee year wise inclusive of other charges		(1st Category) 2,21,912	(2nd Category) 2,43,942	(3rd Category) 2,65,970	(4th Category) 2,88,000

Uttarakhand Quota (Amount of fee details in INR)

Semester	Heads	(Diploma Aggregate%) >=90.01 (1st Category)	(Diploma Aggregate%) >=80.01 and <=90 (2nd Category)	(Diploma Aggregate%) >=70.01 and <=80 (3rd Category)	(Diploma Aggregate%) <=70 (4th Category)
3rd Semester	Academic Fee	1,14,225	1,14,225	1,14,225	1,14,225
	Merit Scholarship	34,268	22,845	11,423	--
	Net Academic Fee	79,957	91,380	1,02,802	1,14,225
	Development Fee	9,138	9,138	9,138	9,138
	Other Fee	33,150	33,150	33,150	33,150
4th Semester	Academic Fee	1,14,225	1,14,225	1,14,225	1,14,225
	Merit Scholarship	34,268	22,845	11,423	--
	Net Academic Fee	79,957	91,380	1,02,802	1,14,225
	Development Fee	9,138	9,138	9,138	9,138
	Other Fee	13,150	13,150	13,150	13,150
Total Fee year wise inclusive of other charges		(1st Category) 2,24,490	(2nd Category) 2,47,336	(3rd Category) 2,70,180	(4th Category) 2,93,026

All India Quota (Amount of fee details in INR)

Semester	Heads	(Diploma Aggregate%) >=90.01 (1st Category)	(Diploma Aggregate%) >=80.01 and <=90 (2nd Category)	(Diploma Aggregate%) >=70.01 and <=80 (3rd Category)	(Diploma Aggregate%) <=70 (4th Category)
3rd Semester	Academic Fee	1,52,300	1,52,300	1,52,300	1,52,300
	Students Diversity Scholarship	26,134	26,134	26,134	26,134
	Merit Scholarship	37,850	25,233	12,617	-
	Net Academic Fee	88,316	1,00,933	1,13,549	1,26,166
	Development Fee	12,184	12,184	12,184	12,184
	Other Fee	33,150	33,150	33,150	33,150
4th Semester	Academic Fee	1,52,300	1,52,300	1,52,300	1,52,300
	Students Diversity Scholarship	26,134	26,134	26,134	26,134
	Merit Scholarship	37,850	25,233	12,617	-
	Net Academic Fee	88,316	1,00,933	1,13,549	1,26,166
	Development Fee	12,184	12,184	12,184	12,184
	Other Fee	13,150	13,150	13,150	13,150
Total Fee year wise inclusive of other charges		(1st Category) 2,47,300	(2nd Category) 2,72,534	(3rd Category) 2,97,766	(4th Category) 3,23,000

One Time Payable Charges in 1st Semester (INR)

Admission Fee	Enrollment Fee	Caution Money (Refundable after completion of programme)	Students Welfare Fee
10,000	2,000	2,000	6,000

Other Charges Per Semester (INR)

Examination Fee	Library Fee	Students ERP/ID Card Fee/Industrial Tour Fee	Online Student Information Fee	PDF Fee	Total
4,600	800	1,250	1,500	5,000	13,150

Optional Fee (INR)

Hostel & Mess Fee	Single Bed	Double Bed	Triple Bed with Attached Bathroom (Only for Boys)	Triple Bed	Four Bed
Rent and other Fee per Academic Year	85,000	60,000	70,000	52,000	47,000
Mess Fee per Academic Year	40,500	40,500	40,500	40,500	40,500
Laundry Fee per Academic Year	2,500	2,500	2,500	2,500	2,500
Hostel Security Fee (Refundable after completion of the session)	2,000	2,000	2,000	2,000	2,000
Total Amount	1,30,000	1,05,000	1,15,000	97,000	92,000

Optional Fee (INR) / Flats Only For Girls

Hostel & Mess Fee	Single Bed	Double Bed	Triple Bed	Lobby (3 Seated)	Lobby (4 Seated)
Rent and other Fee per Academic Year	90,000	80,000	70,000	65,000	50,000
Mess Fee per Academic Year	40,500	40,500	40,500	40,500	40,500
Laundry Fee per Academic Year	2,500	2,500	2,500	2,500	2,500
Hostel Security Fee (Refundable after completion of the session)	2,000	2,000	2,000	2,000	2,000
Total Amount	1,35,000	1,25,000	1,15,000	1,10,000	95,000

Optional Fee (INR)

Transportation Fee for Poanta Sahib Route per Academic Year (INR)	25,000
Transportation Fee for Doiwala/Nepali Farm/Rishikesh Routes per Academic Year (INR)	24,000
Transportation Fee for Other Routes per Academic Year (INR)	20,000

Eligibility

Passed 10+2 examination with Physics and Mathematics as compulsory subjects along with one of the Chemistry/ Computer Science/Electronics/Information Technology/ Biology/ Informatics Practices/ Biotechnology/ Technical Vocational subject/ Agriculture/ Engineering Graphics/ Business Studies/Entrepreneurship.
Minimum 60% marks for general and 55% in case of SC/ST category.

Note:

Only one choice of scholarship will be allowed to the candidate from the following:
- 5% scholarship on Net Academic Fee (after merit scholarship) to Girl Candidate for complete programme.
- 5% scholarship on Net Academic Fee (after merit scholarship) to ward of Defence Personnel for complete programme.
- 10% scholarship on Net Academic Fee (after merit scholarship) to Alumni of Uttaranchal University (only in 1st year).
- 10% scholarship on Net Academic Fee (after merit scholarship) to Sibling of Uttaranchal University(only in 1st year).
If any student deposits his/her complete yearly Fee, in that case additional scholarship of 5% on Net Academic Fee (after merit scholarship)will be provided for 1st year only.