B.Tech CSE - Machine Learning & Artificial Intelligence

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Bachelor of Technology in CSE - Machine Learning & Artificial Intelligence

Duration

4 Years

Level

Graduation

Type

Degree

Eligibility

10+2

B.Tech CSE - Machine Learning & Artificial Intelligence or Bachelor of Technology in Computer Science & Engineering with specialization in Machine Learning & Artificial Intelligence is a full-time four-year undergraduate degree program. A Bachelor of Technology in Computer Science (Artificial Intelligence and Machine Learning) is a degree that teaches advanced learning solutions such as machine learning, also known as Deep Learning and Artificial Intelligence.

This specialization is intended to teach students how to create intelligent devices, software, or apps using a cutting-edge combination of machine learning, analytics, and visualization technologies. The primary purpose of artificial intelligence (AI) and machine learning is to teach computers to solve problems by using example data or experience. Many successful machine learning applications already exist, such as systems that analyze past sales data to predict customer behavior (financial management), recognize faces or spoken speech, optimize robot behavior so that a task can be completed with the least amount of resources, and extract knowledge from bioinformatics data.

This curriculum examines AI approaches from several domains, including neural networks, signal processing, control, and data mining, in order to give a coherent analysis of machine learning challenges and solutions.

B.Tech CSE - Machine Learning & Artificial Intelligence Eligibility

  • The candidates must have qualified for their 10+2 examination with PCM subjects from a recognized Board.
  • The students should have secured a minimum of 55% aggregate marks at their Intermediate level.

B.Tech CSE - Machine Learning & Artificial Intelligence Syllabus

Syllabus of CSE - Machine Learning & Artificial Intelligence Course as prescribed by various Colleges & Universities.

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-I

Sr. No. 

Subjects to Study

1

Communicative English

2

Calculus and Abstract Algebra

3

Computer-Aided Design & Drafting / Mechanical Workshop

4

Engineering Physics

5

Environmental Studies

6

Introduction to Computer Science and Engineering

7

Programming for Problem-Solving

8

Practicals

  • Physics Lab
  • Programming for Problem-Solving Lab

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-II

1

Application-based Programming in Python

2

Computer-Aided Design & Drafting

3

Probability and Statistics

4

Principles of Electrical and Electronics Engineering

5

Practicals

  • Design and Creativity Lab
  • Mechanical Workshop

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-III

1

Aptitude Reasoning and Business Communication Skills

2

Computer Organization and Architecture

3

Data Structures and Discrete Structures

4

Introduction of Entrepreneurship

5

Object-Oriented Programming Using Java

6

Principles of Operating System

7

Practicals

  • Data Structures Lab
  • Principles of Operating System Lab
  • Summer Internship

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-IV

1

Computer Networks

2

Data-Base Management System

3

Introduction to Biology for Engineers

4

Theory of Computation

5

Practicals

  • Computer Networks Lab
  • Data-Base Management System Lab

6

Elective-I

  • Introduction to Graph Theory and its Applications
  • Mathematical Techniques

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-V

1

Android Application Development

2

Design and Analysis of the Algorithm

3

Introduction to Cloud Computing

4

Research Methodology

5

Software Engineering and Testing Methodologies

6

Web Technologies

7

Practicals

  • Design and Analysis of Algorithm Lab
  • Technical Skill Enhancement Simulation Lab

8

Elective-II

  • Community Connect
  • Software Engineering and Testing Methodologies

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-VI

1

Compiler Design

2

Management for Engineers

3

Practicals

  • Compiler Design Lab
  • Technical Skill Enhancement (Application Development Lab)

4

Elective-III

  • Cryptography and Network Security
  • Digital Image Processing

5

Elective-IV

  • Software Testing
  • Software Project Management

6

Elective-V

  • Advanced Operating System
  • Risk Management
  • Wireless Networks

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-VII

1

Artificial Intelligence

2

Practicals

  • Artificial Intelligence Lab
  • Internship

3

Elective-VI

  • Mobile Computing
  • Quantum Computing

4

Elective-VII

  • 3D Printing and Software Tools
  • Introduction to the Internet of Things
  • Parallel Computing Algorithms

B.Tech CSE - Machine Learning & Artificial Intelligence Semester-VIII

1

Final Project

 

B.Tech CSE - Machine Learning & Artificial Intelligence College

B.Tech CSE - Machine Learning & Artificial Intelligence Course Suitability

  • This Computer Science & Engineering - Machine Learning & Artificial Intelligence program is for students who wish to learn how to build intelligent solutions to issues in a number of domains and commercial applications and subjects such as natural language processing, text mining, robotics, reasoning, and problem-solving.
  • Students seeking a profession with excellent potential areas and difficult tasks in a forward-thinking industry are a perfect suit for this course.
  • This Computer Science & Engineering - Machine Learning & Artificial Intelligence program is great for computer science aficionados because of the financial security, freedom to migrate, and lifetime learning opportunities.

B.Tech CSE - Machine Learning & Artificial Intelligence Employment Areas

  • Colleges & Universities
  • Educational Institutes
  • IT Firms
  • Amazon / Capgemini / Quickheal / TCS / Vivo Mobile / Wipro

B.Tech CSE - Machine Learning & Artificial Intelligence Job Types

  • Artificial Intelligence Engineer
  • Data Analyst / Data Scientist
  • Machine Learning Architect / Machine Learning Engineer

Advanced Course in B.Tech CSE - Machine Learning & Artificial Intelligence

  • M.Tech