Introduction to B.Tech/BE Computer Science & Engineering (Artificial Intelligence & Machine Learning)
Artificial Intelligence (AI) and Machine Learning (ML) are arguably the most transformative technologies available to mankind today. Artificial Intelligence and Machine Learning have the potential to completely disrupt most industries and organisations, which means that everyone needs to understand the basics of this fast-evolving field and consider the implications on their career and business.
Artificial Intelligence is creating more impact than the invention of the personal computer and the spread of mobile phones. Rather than trying to embody machines with everything they need to know upfront, the artificial intelligence professionals help the machines to learn from the observations happening around.
Today, the world is powered by machines. Through the advancements of the technology, engineers today can develop a machine that can learn on its own. This is nothing but machine learning. It seeks to create predictive models and algorithms, giving the computers the ability to carry out tasks without being explicitly programmed.
In the last few years, artificial intelligence and machine learning technologies have moved us forward in technology stakes faster than we imagined. The demand for artificial intelligence and machine learning professionals is increasing day by day and it is predicted to stay in the future.
Few lines about B.Tech Computer Science Engineering (AI & ML)
The B.Tech Computer Science Engineering (AI & ML) is a 4-years undergraduate course that is divided into 8 semesters. The course is designed to make the students professionally and technically sound in advanced learning systems that are based on algorithms of artificial intelligence. The course develops the skills of creating fastest working apps or solutions integrated with analytical information ensuring 100% accuracy in the output.
The course imparts the detailed knowledge of the programming languages that are used in developing artificial intelligence and machine learning softwares and also devices.
Eligibility for B.Tech/BE Computer Science & Engineering (Artificial Intelligence (AI) & Machine Learning (ML))
The students who have completed their PUC or 10+2 with a science background can join the B.Tech/BE Computer Science & Engineering (Artificial Intelligence & Machine Learning) course.
Admission Procedures
The students with relevant qualifications can join B.Tech/BE Computer Science Engineering (AI and ML) by two modes of admission. The first one is merit-based admission and second one is direct admission.
Let’s discuss in detail
Merit Admission
The students who are interested to join B.Tech/BE Computer Science Engineering (AI & ML) course should appear for CET/COMED-K/JEE or any other institutional-based entrance exams and undergo counselling to choose their desired colleges for merit seats. The engineering college allotts the merit seats to the students according to their rankings and marks obtained by them in their entrance exams and marks scored in PUC or 10+2.
There are two types of counselling for the eligible students
1. Karnataka Examination Authority (KEA) Counselling
The students who are interested to join the government engineering colleges and other engineering colleges affiliated to the government should undergo the counselling procedures of Karnataka Examination Authority (KEA).
The students who intend to join for the merit seats under government quota are required to complete the counselling procedures and join for the B.Tech/BE Computer Science Engineering (AI & ML) course in their chosen colleges. The Engineering colleges coming under the Karnataka Examination Authority (KEA) counselling are affiliated to the Visveswaraya Technological University (VTU).
2. COMED-K Counselling
The students who are interested to join the private autonomous engineering colleges and deemed or private universities that are affiliated to All India Council of Technical Education (AICTE) are required to apply for the COMED-K counselling procedures. The students should qualify the COMED-K counselling procedures to get admission to their desired private autonomous engineering colleges or deemed or private universities for Engineering programmes.
Direct Admission
The students have another option of getting admission to B.Tech/BE Computer Science Engineering (AI & ML) course by direct admission process. Under this mode of admission, the students are given direct admission to their desired colleges and deemed or private universities under management quota.
The direct admission students enjoy many special privileges like they are not required to apply for any entrance exam for getting admissions. They have an option to choose their desired colleges and universities and book their seats in advance even before the starting of the academic year. The students who are interested in direct admissions are required to contact Galaxy Educational Services for more details.
Course Curriculum for B.Tech Computer Science Engineering (AI & ML)
The students of B.Tech Computer Science Engineering (AI and ML) will be studying the following subjects during their course duration.
| Sl. No. | Subjects of Study |
|---|---|
| 1 | Electrical Technology |
| 2 | Applied Physics |
| 3 | Probability and Statistics |
| 4 | Getting Started with Raspberry Pi |
| 5 | Introduction to Machine Learning |
| 6 | Python Basics |
| 7 | Design/Creativity Multimedia |
| 8 | Decision Making under Uncertainty |
| 9 | Applied Mathematics |
| 10 | Getting started with android |
| 11 | Introduction to Artificial Intelligence |
| 12 | Application based programming in Python |
| 13 | Data Structures and Algorithms |
| 14 | Foundations of Computer Science |
| 15 | Computer Based Numerical and Statistical Techniques |
| 16 | Introduction to Databases and Warehouse |
| 17 | Foundations of Data Science |
| 18 | Digital Electronics |
| 19 | Applied Machine Learning |
| 20 | Sensing and Data Mining for Smart Structures and Systems |
| 21 | Data Acquisition |
| 22 | Database Management Systems |
| 23 | Computer Organisation and Architecture |
| 24 | Computer Vision Basics |
| 25 | Design Thinking & Artificial Intelligence- Future of Innovation |
| 26 | Deep Learning Foundation |
| 27 | Digital Communication |
| 28 | Introduction to Natural Language Processing |
| 29 | Web Technologies |
| 30 | Cognitive Analytics |
| 31 | Computer Design |
| 32 | Pattern and Anomaly Detection |
| 33 | Cryptography and Network Security |
| 34 | Operating Systems |
| 35 | Mobile Application Development for Entrepreneurs |
| 36 | Communication to WKSP |
| 37 | Human Computer Interaction |
| 38 | Reinforcement Learning |
| 39 | Microprocessor & Embedded Systems |
| 40 | Application of AI and ML in Industries |
| 41 | Robotics and Intelligent Systems |
| 42 | Current Applications of AI |
| 43 | Digital Image Processing |
| 44 | Operating Systems |
| 45 | Cyber Law and Ethics |
Career and Scope
The demand for B.Tech/BE Computer Science Engineering (AI & ML) is huge. Artificial Intelligence (AI) and Machine Learning (ML) is bound to revolutionise the future tech industry. The AI and ML are now at a nascent stage and it is set to create a shift in the tech industry. It is estimated that by 2025 the demand for AI and ML skilled professionals increases by 40% and the tech giants will adapt this technology for their daily business. Now the industry is looking for skilled AI and ML professionals and are ready to pay a handsome salary. The interested students can join masters by joining M.Tech/ME or MS programmes in AI and ML.
Job Roles available for B.Tech/BE Computer Science Engineering (AI & ML)
Some of the important job roles available are:
- Machine Learning Engineer
- Artificial Intelligence Engineer
- AI and ML consultant
- Robotics Engineer
- Machine Learning Architect
Earning Potential
The fresh B.Tech/BE Computer Science Engineering (AI & ML) will be earning around 5 lakhs to 9 lakhs per annum. The experienced professionals will be earning about 7 lakhs to 15 lakhs per annum.
Top Organisations Hiring B.Tech/BE Computer Science Engineering (AI & ML)
Some of the organisations hiring B.Tech/BE Computer Science Engineering (AI & ML) are:
- Tech Mahindra
- IBM
- Microsoft
- Amazon
- Capgemini
- Cognizant
Concluding Lines
The AI and ML are ready to create a technology revolution in the coming years and will impact the whole technology industry. Many companies are already coming up with AI based platforms and softwares. The AI & ML professionals are decently paid and can also expect excellent career growth in the field.
The students who are looking towards gaining a new skill that can revolutionise the tech industry can join B.Tech/BE Computer Science Engineering (AI & ML).