BIHER B.Tech {Lateral} CSE (AI & ML) FAQs
Ques. What is the difference between B.Tech {Lateral} CSE (AI & ML) and B.Tech {Lateral} CSE (AI) at BIHER?
Ans. The B.Tech {Lateral} CSE (AI & ML) covers both artificial intelligence and machine learning as integrated disciplines, providing a broader skill set that includes statistical ML models, deep learning, reinforcement learning, and data analytics. The B.Tech {Lateral} CSE (AI) is more focused on AI systems, NLP, and computer vision. For students who want versatility across both AI and ML domains, the AI & ML programme is the better choice. Both are 3-year lateral entry programmes with the same fee structure of Rs. 10,56,000.
Ques. Can a Diploma holder from a non-CS branch (e.g., Mechanical or Electronics) apply for B.Tech {Lateral} CSE (AI & ML) at BIHER?
Ans. Yes, any Diploma in Engineering/Technology recognised by the Central or State Government with a minimum of 50% aggregate is eligible for lateral entry at BIHER, regardless of the branch. Diploma holders from Mechanical, Electrical, Electronics, Civil, or other branches can apply for the B.Tech {Lateral} CSE (AI & ML) programme. However, students from non-CS backgrounds should be prepared to bridge gaps in programming and computer science fundamentals during the initial semesters.
Ques. What AI and ML tools and technologies are covered in this lateral entry programme at BIHER?
Ans. The programme covers Python programming, machine learning libraries (scikit-learn, NumPy, Pandas), deep learning frameworks (TensorFlow, Keras, PyTorch), computer vision tools (OpenCV), NLP libraries (NLTK, spaCy), reinforcement learning frameworks, and cloud AI platforms. Students work on real-world projects involving image recognition, sentiment analysis, predictive modelling, and recommendation systems. The curriculum is designed to align with current industry requirements in the AI and ML domain.
Ques. How does the B.Tech {Lateral} CSE (AI & ML) at BIHER compare to the regular 4-year B.Tech CSE (AI & ML) in terms of curriculum and value?
Ans. The lateral entry programme enters at the 3rd semester, covering the same AI and ML specialisation curriculum as the regular 4-year programme from that point onwards. The main difference is that lateral entry students skip the first two semesters of foundational engineering subjects. The degree awarded is the same B.Tech degree from BIHER, with the same ABET accreditation and UGC recognition. The lateral route saves one year and Rs. 3,50,000 in fees compared to the 4-year programme.
Ques. What are the placement prospects for B.Tech {Lateral} CSE (AI & ML) graduates from BIHER?
Ans. BIHER's placement cell has facilitated recruitment from 2,300+ corporates and MNCs. The highest package reported is Rs. 47.5 Lakhs and the average package is Rs. 4.5 Lakhs per annum. AI and ML graduates can pursue roles such as Machine Learning Engineer, Data Scientist, AI Developer, NLP Engineer, and Computer Vision Engineer. Companies like HCL Technologies, LTI Mindtree, Cognizant, Wipro, Mu Sigma, and various AI startups recruit from BIHER.
Ques. Is the B.Tech {Lateral} CSE (AI & ML) degree from BIHER recognised for higher studies (M.Tech/MS) in India and abroad?
Ans. Yes, the B.Tech degree from BIHER is awarded by Bharath Institute of Higher Education and Research, a UGC-recognised deemed university with ABET (USA) accreditation. The degree is valid for admission to M.Tech programmes at IITs, NITs, and other universities in India, as well as for MS programmes abroad. Students planning for higher studies should ensure they meet the eligibility criteria of their target institutions, which typically require a B.Tech degree with a minimum CGPA.
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