B.Tech Artificial Intelligence Syllabus & Subjects

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Feb 20, 2024 23:23PM IST

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.
 

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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.
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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 LearningPython
Applied StatisticsNatural Language Processing (NLP)
TensorFlowNeural Network
Reinforcement LearningObject Detection
Deep LearningAlgorithm
Motion AnalysisObject Tracking
Computer VisionData Mining
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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
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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 IBig Data
PhysicsOpen Source & Open Standards
Physics Practical/LabCommunication WKSP 1.1
Programming in C languagePractising 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 IIIntroduction to IT and Cloud Infrastructure Landscape
Basics Electronic Engineering Communication WKSP 1.2
Practicing  Electronic Engineering  Practising WKSP 1.2
Data Structure with C languageEnvironmental Studies
Practicing Data StructureAppreciating 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 PsychologyFunctional Programming in Python
Computer System ArchitectureIntroduction to the Internet of Things
Design and Analysis of AlgorithmsCommunication WKSP 2.0
Design and Analysis of Algorithms LabPracticing Communication WKSP 2.0
Web TechnologiesSecuring 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 SystemsCurrent Topics regarding AI and ML
Data Communication and Computer NetworksDatabase Management Systems & Data Modelling
Practicing Data Communication and Computer NetworksPractising Database Management Systems & Data Modelling
Introduction to Java and OOPSImpact of Media on Society
Practicing Introduction to Java and OOPSApplied 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 TheoryCurrent Topics regarding AI and ML
Mobile Application DevelopmentSoftware Engineering & Product Management
Practising Mobile Application DevelopmentMinor Subject: - 1. Aspects of Modern English Literature or Introduction to Linguistics
Algorithms for Intelligent SystemsMinor 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 RoboticsMinor Subject 3 - Finance for Modern Professional
Introduction to Machine LearningDesign Thinking
Natural Language ProcessingCommunication WKSP 3.0
Minor Subject 2 – General ManagementMinor Project 2

B. Tech Artificial Intelligence Semester 7 Syllabus

All the B. Tech Artificial Intelligence Semester 7 Subjects have been mentioned here.

Program electiveProfessional Ethics and Values
Web TechnologiesInternship
Major Project 1Open Elective 1
Comprehensive ExaminationCTS-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 2Open Elective 2
Program Elective 1Universal Human Values & Ethics
Program Elective 2Robotics and Intelligent Systems
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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
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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 
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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

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 ThermodynamicsSolutions
Atomic StructureChemical Bonding and Molecular Structure
EquilibriumRedox Reactions and Electrochemistry
Some Basic Concepts in ChemistryStates of Matte
Chemical KineticsSurface Chemistry
Section B: Inorganic Chemistry
Environmental ChemistryCoordination Compounds
Classification of Elements and Periodicity in PropertiesGeneral Principles and Processes of Isolation of Metals
HydrogenBlock Elements (Alkali and Alkaline Earth Metals)
d-and-f Block ElementsP-Block Elements
Section C: Organic Chemistry
PolymersBiomolecules
HydrocarbonsOrganic Compounds Containing Halogens
Purification and Characterization of Organic CompoundsSome Basic Principles of Organic Chemistry
Chemistry In Everyday LifePrinciples Related to Practical Chemistry
Organic Compounds Containing OxygenOrganic 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 LiquidsThermodynamics
Laws of MotionWork, Energy, and Power
Physics and MeasurementKinematics
Magnetic Effects of Current and MagnetismElectromagnetic Induction and Alternating Currents
Rotational MotionGravitation
Dual Nature of Matter and RadiationAtoms and Nuclei
Kinetic Theory of GasesOscillations and Waves
Electromagnetic WavesOptics
ElectrostaticsCurrent Electricity
Electronic DevicesCommunication 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 FunctionsComplex Numbers and Quadratic Equations
Integral CalculusDifferential Equations
Mathematical InductionBinomial Theorem and Its Simple Applications
Matrices and DeterminantsPermutations and Combinations
Coordinate GeometryThree Dimensional Geometry
Sequences and SeriesLimit Continuity, and Differentiability
Vectorial AlgebraStatistics and Probability
TrigonometryMathematical Reasoning
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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 
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FAQs about B.Tech Artificial Intelligence Syllabus

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.

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.
 

What is the average placement package for B.Tech Artificial Intelligence?

The average placement package is around INR 4 LPA.
 

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.

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 
 

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