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B.Tech Artificial Intelligence Syllabus & Subjects
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Table of Contents
- B.Tech Artificial Intelligence Syllabus Overview
- B.Tech Artificial Intelligence Highlights
- B.Tech Artificial Intelligence Subject List
- B.Tech Artificial Intelligence Yearly Syllabus
- B.Tech Artificial Intelligence Semester Wise Syllabus
- B.Tech Artificial Intelligence Syllabus and Subjects
- B. Tech Artificial Intelligence Course Structure
- Entrance Examination Conducted For B.Tech Artificial Intellegence
- B.Tech Artificial Intelligence Important Books
- FAQs about B.Tech AI Syllabus
B.Tech Artificial Intelligence Syllabus Overview
B.Tech Artificial Intelligence is a 4 years course that teaches students the fundamentals of artificial intelligence (AI) and machine learning (ML). The B.Tech Artificial Intelligence Course covers topics such as computer programming, data structures, algorithms, probability, statistics, machine learning, deep learning, natural language processing, and computer vision. Students also learn how to apply AI and ML to solve real-world problems in a variety of industries, such as healthcare, finance, manufacturing, and transportation.
Here, we will discuss the B.Tech Artificial Intelligence Syllabus along with the semester-wise subjects.
B.Tech Artificial Intelligence Highlights
Artificial intelligence is the branch of B.Tech and has emerged as a driving force behind innovation, automation, and problem-solving across various industries. A Bachelor of Technology (B.Tech) program in Artificial Intelligence equips students with the knowledge and skills to excel in this dynamic field. Mentioned below are some highlights of B.Tech Artificial Intelligence -
- The curriculum of a B.Tech AI course typically covers a wide range of topics, including machine learning, natural language processing, computer vision, and robotics. Students also learn about the ethical and societal implications of AI.
- B.Tech AI graduates are equipped with the skills they need to succeed in the AI industry. These skills include programming, data analysis, and problem-solving.
- B.Tech AI courses often emphasize collaborative learning. This allows students to learn from each other and develop teamwork skills.
- B.Tech AI students have the opportunity to participate in research projects. This gives them hands-on experience with AI and allows them to contribute to the field.
B.Tech Artificial Intelligence Subject List
All the subjects offered in the course of B.Tech Artificial Intelligence are based on a theoretical, practical approach that helps in providing students to design, and develop artificial intelligence (AI) models or software over a 4-year of time. Below listed are some common subjects.
| Machine Learning | Python |
|---|---|
| Applied Statistics | Natural Language Processing (NLP) |
| TensorFlow | Neural Network |
| Reinforcement Learning | Object Detection |
| Deep Learning | Algorithm |
| Motion Analysis | Object Tracking |
| Computer Vision | Data Mining |
B.Tech Artificial Intelligence Yearly Syllabus
The program of B.Tech Artificial Intelligence consists of many subjects which help students to get a better understanding and knowledge. Below is the Yearly Syllabus of B.Tech Artificial Intelligence consisting of main subjects.
B.Tech Artificial Intelligence 1st Year Syllabus
Candidates can check the B.Tech Artificial Intelligence 1st Year Subjects from the following -
- Mathematics
- Physics
- Programming C language
- Commnuimcation WKSP 1.1
- Basics Electronic Engineering
- Data Structure with C language
- Communication WKSP 1.2
B.Tech Artificial Intelligence 2nd Year Syllabus
The B.Tech Artificial Intelligence 2nd Year Subjects can be checked from the following -
- Computer System Architecture
- Design and Analysis of Algorithms
- Web Technologies
- Programming in Python
- Communication WKSP 2.0
- Securing Digital Assets
- Operating Systems
- Data Management Systems
- Introduction to Java
B.Tech Artificial Intelligence 3rd Year Syllabus
We have discussed the B.Tech Artificial Intelligence 3rd Year Subjects from the following pointers -
- Mobile Application Development
- Software Engineering
- Machine Learning
- Communication WKSP 3.0
B.Tech Artificial Intelligence 4th Year Syllabus
Candidates can check the B.Tech Artificial Intelligence 4th Year Subjects from the following -
- Web Technologies
- Universal Human Values and Ethics
- Robotics and Intelligent Systems
B.Tech Artificial Intelligence Semester Wise Syllabus
The course of B.Tech Artificial Intelligence covers a wide of subjects/topics that include farm AI, Machine Learning, Language Processing, Pattern Recognition and more. Mentioned are the subjects which are included in the B.Tech Artificial Intelligence syllabus
B. Tech Artificial Intelligence Semester 1 Syllabus
Candidates can find the B. Tech Artificial Intelligence Semester 1 subjects from the following table.
| Mathematics I | Big Data |
|---|---|
| Physics | Open Source & Open Standards |
| Physics Practical/Lab | Communication WKSP 1.1 |
| Programming in C language | Practising WKSP 1.1 |
| Practicing C Language Programming | Seminar |
B. Tech Artificial Intelligence Semester 2 Syllabus
The table below highlights the B. Tech Artificial Intelligence Semester 2 Subjects -
| Mathematics II | Introduction to IT and Cloud Infrastructure Landscape |
|---|---|
| Basics Electronic Engineering | Communication WKSP 1.2 |
| Practicing Electronic Engineering | Practising WKSP 1.2 |
| Data Structure with C language | Environmental Studies |
| Practicing Data Structure | Appreciating Art Fundamentals |
| Discrete Mathematical Structures | - |
B. Tech Artificial Intelligence Semester 3 Syllabus
Candidates can check the B. Tech Artificial Intelligence Semester 3 subjects from the table below.
| Introduction to Applied Psychology | Functional Programming in Python |
|---|---|
| Computer System Architecture | Introduction to the Internet of Things |
| Design and Analysis of Algorithms | Communication WKSP 2.0 |
| Design and Analysis of Algorithms Lab | Practicing Communication WKSP 2.0 |
| Web Technologies | Securing Digital Assets |
| Practicing Web Technologies | - |
B. Tech Artificial Intelligence Semester 4 Syllabus
The Semester 4 B. Tech Artificial Intelligence Subject list have been presented below.
| Operating Systems | Current Topics regarding AI and ML |
|---|---|
| Data Communication and Computer Networks | Database Management Systems & Data Modelling |
| Practicing Data Communication and Computer Networks | Practising Database Management Systems & Data Modelling |
| Introduction to Java and OOPS | Impact of Media on Society |
| Practicing Introduction to Java and OOPS | Applied Statistical Analysis (for AI and ML) |
B. Tech Artificial Intelligence Semester 5 Syllabus
The Semester 5 B. Tech Artificial Intelligence Subject list have been mentioned here.
| Formal Languages & Automata Theory | Current Topics regarding AI and ML |
|---|---|
| Mobile Application Development | Software Engineering & Product Management |
| Practising Mobile Application Development | Minor Subject: - 1. Aspects of Modern English Literature or Introduction to Linguistics |
| Algorithms for Intelligent Systems | Minor Project 1 |
B. Tech Artificial Intelligence Semester 6 Syllabus
The Semester 6 B. Tech Artificial Intelligence Syllabus have been listed in the table below.
| Reasoning, Problem Solving and Robotics | Minor Subject 3 - Finance for Modern Professional |
|---|---|
| Introduction to Machine Learning | Design Thinking |
| Natural Language Processing | Communication WKSP 3.0 |
| Minor Subject 2 – General Management | Minor Project 2 |
B. Tech Artificial Intelligence Semester 7 Syllabus
All the B. Tech Artificial Intelligence Semester 7 Subjects have been mentioned here.
| Program elective | Professional Ethics and Values |
|---|---|
| Web Technologies | Internship |
| Major Project 1 | Open Elective 1 |
| Comprehensive Examination | CTS-5 Campus to corporate |
| Introduction to Deep Learning | - |
B. Tech Artificial Intelligence Semester 8 Syllabus
Candidates can find the Semester 8 B. Tech Artificial Intelligence subjects from the following table.
| Major Subject 2 | Open Elective 2 |
|---|---|
| Program Elective 1 | Universal Human Values & Ethics |
| Program Elective 2 | Robotics and Intelligent Systems |
B.Tech Artificial Intelligence Syllabus and Subjects
B.Tech Artificial Intelligence course aims to train aspirants with technical knowledge for the growing technology sector, especially in the field of artificial intelligence. The entire program is built primarily on the principles of computer science, mathematics, and machine learning. The program is further divided into core subjects and elective subjects that help the students to get detailed knowledge and understanding of the subject and the topic.
B.Tech Artificial Intelligence Core Subjects
The syllabus of B.Tech Artificial Intelligence includes core subjects that play an important role in building the base of the course. Core subjects help students to get basic knowledge and understanding about the course. Below are some core subjects of B.Tech Artificial Intelligence.
- Artificial Intelligence
- Neural Networks
- Pattern Recognition
- Algorithms
- Machine Learning
- Language processing
B.Tech Artificial Intelligence Elective Subjects
During the program, students get the opportunity to choose electives based on their area of ??interest or their field of career which allows students to get additional information that results in achieving deeper or more detailed knowledge about the subject they opted. Below listed are some electives offered to students.
- Robotics
- Automata
- Deep learning
- Sensors
- Programming language [Python or C or other languages]
- Database management and Big data
B. Tech Artificial Intelligence Course Structure
The B.Tech Artificial Intelligence course is divided into 8 semesters. The course of B.Tech Artificial Intelligence course focuses on software development, application demo testing, and business informatics. It is divided into eight semesters over four years. Students can choose electives according to their interests and preferences.
- Four Years
- 8 Semesters
- Core And Elective Courses
- Capstone Projects And Real-Time Projects
- Internships And Workshops/Seminars
Entrance Examination Conducted For B.Tech Artificial Intellegence
To get admission into the course of B.Tech Artificial Intelligence, students have to appear for the National, state, and college-level/University level entrance exams. The entrance exam helps in evaluating student’s knowledge about the course at the basic level. Below are some names of entrance exams conducted for Selecting students
- Joint Entrance Examination Main (JEE Main)
- Joint Entrance Examination Advanced (JEE Advanced)
- Common University Entrance Test (CUET)
B.Tech Artificial Intelligence Entrance Exam Syllabus
As JEE Main is the most attempted BTech entrance exam in India, we have mentioned the B.Tech Artificial Intelligence Entrance Exam Syllabus
JEE Main: Chemistry Syllabus
Candidates can check the JEE Main Chemistry Syllabus from the table below.
| Section A: Physical Chemistry | |
|---|---|
| Chemical Thermodynamics | Solutions |
| Atomic Structure | Chemical Bonding and Molecular Structure |
| Equilibrium | Redox Reactions and Electrochemistry |
| Some Basic Concepts in Chemistry | States of Matte |
| Chemical Kinetics | Surface Chemistry |
| Section B: Inorganic Chemistry | |
| Environmental Chemistry | Coordination Compounds |
| Classification of Elements and Periodicity in Properties | General Principles and Processes of Isolation of Metals |
| Hydrogen | Block Elements (Alkali and Alkaline Earth Metals) |
| d-and-f Block Elements | P-Block Elements |
| Section C: Organic Chemistry | |
| Polymers | Biomolecules |
| Hydrocarbons | Organic Compounds Containing Halogens |
| Purification and Characterization of Organic Compounds | Some Basic Principles of Organic Chemistry |
| Chemistry In Everyday Life | Principles Related to Practical Chemistry |
| Organic Compounds Containing Oxygen | Organic Compounds Containing Nitrogen |
JEE Main: Physics Syllabus
Candidates can check the JEE Main Physics Syllabus from the table below.
| Section A: Theory | |
|---|---|
| Properties of Solids and Liquids | Thermodynamics |
| Laws of Motion | Work, Energy, and Power |
| Physics and Measurement | Kinematics |
| Magnetic Effects of Current and Magnetism | Electromagnetic Induction and Alternating Currents |
| Rotational Motion | Gravitation |
| Dual Nature of Matter and Radiation | Atoms and Nuclei |
| Kinetic Theory of Gases | Oscillations and Waves |
| Electromagnetic Waves | Optics |
| Electrostatics | Current Electricity |
| Electronic Devices | Communication Systems |
| Section B: Practical | |
| Experimental Skills | - |
JEE Main: Mathematics Syllabus
Candidates can check the JEE Main Maths Syllabus from the table below.
| Sets, Relations, and Functions | Complex Numbers and Quadratic Equations |
|---|---|
| Integral Calculus | Differential Equations |
| Mathematical Induction | Binomial Theorem and Its Simple Applications |
| Matrices and Determinants | Permutations and Combinations |
| Coordinate Geometry | Three Dimensional Geometry |
| Sequences and Series | Limit Continuity, and Differentiability |
| Vectorial Algebra | Statistics and Probability |
| Trigonometry | Mathematical Reasoning |
B.Tech Artificial Intelligence Important Books
While pursuing the course of B.Tech Artificial Intelligence students refer to books that help them guide and improve their knowledge and understanding of a particular topic or subject. Mentioned is the list of popular books recommended for students studying B.Tech Artificial Intelligence.
- Artificial Intelligence: The Basics by Kevin Waricks
- Artificial Intelligence- A Modern Approach by Stuart Russell and Peter Norvig
- The Hundred Page Machine Learning Book by Andriy Burkov
- Machine Learning- The New AI by Ethem Alpaydim
FAQs about B.Tech AI Syllabus
Is the B.Tech Artificial Intelligence course considered hard?
Yes, the course of B.Tech Artificial Intelligence is considered hard because as students when it comes to Artificial intelligence its not an easy subject, AI requires good knowledge of computer and programming language
Which are the entrance examinations held for B.Tech Artificial Intelligence course?
The B.Tech Artificial Intelligence entrance examination includes national, state, and college/university-level examinations such as JEE Main, JEE Advanced etc.
What is the average placement package for B.Tech Artificial Intelligence?
The average placement package is around INR 4 LPA.
What is the average course fee for B.Tech Artificial Intelligence program?
The average course fee of B.Tech Artificial Intelligence is around INR 1 - 1.5 LPA.
Which are the best colleges for B.Tech Artificial Intelligence?
Amrita Vishwa Vidhyapeetgham Coimbatore, IIT Hyderabad, Vellore Institute of Technology, Amity University Noida, and SRM University Kanchipuram are some of the best colleges that offer courses of B.Tech Artificial Intelligence.
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