AI & ML colleges in Ludhiana

Artificial Intelligence is a broad and expansive subject which machine learning is a part of. Mimicking human intelligence is the end goal of any AI module. ML has a smaller more limited scope. It is a subset of AI, that helps AI achieve its goal by building trained algorithms and software that can work without explicit prompts.

The scope of AI & ML is limitless. The major recruiters are from the healthcare, e-commerce, finance and defense, along with many more sectors. Countries like US, UK, Germany and Japan offer a high employability rate for roles in many technology-based areas. The average salary for US, UK, Germany and Japan for the role of AI & ML Engineer is $1L/yr, £44K/yr, €58K/yr, and JP¥75.2L/yr respectively.

AI & ML courses are a stepping stone to the diverse and enormous field of Artificial Intelligence. They educate students in the art of creating systems that analyse extensive datasets, automate decision making and work towards real world problem solving. Gaining a degree in AI & ML offers a greater chance at high paying employment in this tech first economy.

CT University is not hard to get, provided the majority of courses consider 45% to 50% of aggregate in Class 12. For majority of PG level programmes, candidates must secure a minimum aggregate of 50% in graduation. Apart from this, candidates must obtain a valid score in CTSET which is the University conducted exam for majority of courses provided by it. 

Yes, if candidates are applying for admission in the PCTE Group of Institutes courses they can apply for courses which do not take admission through the CMAT exam. Candidates applying for admission into the MBA programme, have to give the CMAT exam, but if aspirants are applying for any other course they can either take direct admission or take the relevant entrance exam of the course that they want to apply.

LPUNEST is a national-level exam conducted by LPU for admission to various courses. LPUNEST forms the basis of eligibility for some programmes and also for the scholarship programmes. The amount of scholarship is determined by the marks and rank obtained by candidates in the exam. LPUNEST exam pattern elucidates the scheme of the question paper. Candidates seeking admission through LPUNEST must check the exam pattern prior to starting the preparation. LPUNEST exam pattern imparts details like total number of question, subjects, marking scheme, exam duration, etc. The entrance test is neither hard nor easy. Candidates must prepare well to score the qualifying marks in the entrance exam. 

At Gulzar Group of Institutes, the fees for various courses are as follows:

• BTech: INR 3,51,429 for a duration of 4 years
• MBA: INR 1,50,000 for a duration of 2 years
• BSc: INR 1,54,100 for a duration of 3 years
• BHM: INR 2,22,800 for a duration of 3 years
• BCA: INR 1,28,100 for a duration of 3 years
• BBA: INR 1,28,100 for a duration of 3 years
• BA: INR 1,28,100 for a duration of 3 years
• MSc: INR 1,10,000 for a duration of 2 years

These fees represent the approximate costs for pursuing the respective courses at Gulzar Group of Institutes.

Engineering job profiles vary across the industry as well as the domain where the person is recruited. Since the popular industries include petrochemicals, civil engineering, construction and other allied industries, the following job profiles are very popular and offer promising career opportunities

Note- The salary is taken from external sites and may vary.

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Indian School of Technology and Management, Mumbai admissions are open online. Till now, no result schedule has been released by the institute. 

No, it is not as hard to get admission in Punjab College of Technical Education as admission into the programme takes place through the merit secured in the last qualifying exam. Be it graduation or Class 12th. Candidates applying for admission into the programme do not have to give any entrance exam, except for MBA where they'll have to give the CMAT entrance exam to be eligible for admission. As the admission process of PCTE is easier than other engineering and management colleges, candidates can easily get admission into the institute.

All the CUCET-based scholarships awarded to CU students are valid for the first year only. To renew them for the further years, students should apply for renewal every year. The eligibility criteria for scholarship renewal is mentioned below:

• Performance: 7.5 CGPA at the end of each year
• College students must not indulge in any indiscipline activity
• Students should not have E, F or I in any of the subject in any year

For other merit-based scholarships offered by CU on the basis of JEE Main/ CAT/ MAT/ ATMA/ Class 12 & graduation scores, renewal of scholarship will only be possible if students maintain a minimum CGPA of 7.5 in the semester exams. However, for PharmaD course, it is mandatory that the students don't have any semester/year break in between.

Thapar University offers four-year BE/BTech courses at the undergraduate level, candidates seeking admission to TIET Patiala must visit the official website of the University to apply online. Yes, TIET considers Class 12 marks for admission to the BE/BTech courses along with valid JEE Main scores. Based on the marks secured in the entrance exam, a merit list is prepared. The merit list prepared by the University for BTech admission also includes the marks secured in Physics, Chemistry and Maths during the Class 12 examination.

Lovely Professional University has a strong record of placements for courses like BTech, BBA, BCA, BArch, MBA, MCA, etc. Currently, the highest international package offered during LPU placements in 2025 was INR 2.5 crore per annum, whereas the highest domestic package offered stood at INR 1 crore per annum. The LPU average package offered to the top 25% students of the batch 2025 was INR 10.23 LPA. The key highlights of LPU placements for the Class of 2023, 2024 and 2025 are tabulated below:

IIT Ropar has taken new innovation projects that are given below:

• The IIT Ropar Department of Science of Technology (DST) has established Technology Innovation Hub (TIH) in the application domain of Agriculture & Water, named Agriculture & Water Technology Development Hub (AWaDH)
•  IIT Ropar recently launched Annam.ai. It has set up 100 advanced weather stations in Punjab. This will help the state to develop the scalable weather intelligence network for India. The Annam.ai is India's first fully integrated agricultural intelligence ecosystem, which uses AI & IoT. 

The IIT Ropar placements are also very good. 

NIT Jalandhar provides great placements to its students. In 2025 the placement rate recorded was 91.88% and the average package recorded was INR 9.78 LPA. Check out the table below to know more about the NIT Jalandhar placement highlights recorded in 2025: