B.Tech Artificial Intelligence (AI) and Machine Learning (ML)
(Academic Year: 2020-2021)
TCET Mumbai, India
SEMESTER I
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Chemistry
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Mathematics-I
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Engineering Graphics & Design
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Programming for Problem Solving
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Workshop/Manufacturing Practices-I
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Professional Skills-I (Aptitude / Logic Building)
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Activity Based Learning-I (Yoga Practice & Society Outreach-I)
SEMESTER II
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Physics
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Mathematics-II
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Basic Electrical Engineering
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Engineering Mechanics
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Workshop/Manufacturing Practices-II
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English for Professional Communication
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Professional Skills-II (Life / Presentation Skills)
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Activity Based Learning II (Yoga Practice & Society Outreach-II)
SEMESTER III
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Statistics for Data Analysis
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Data Structures
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Database Management System
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Operating System
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Computer Networks
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Environmental Studies
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Employability Skill Development-I
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Professional Skills III (Core Python)
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Project Based Learning-I
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Activity Based Learning III (Co-curricular/Extracurricular)
SEMESTER IV
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Statistical Decision Making
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Design and Analysis of Algorithms
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Basics of Artificial Intelligence
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Data Mining and Business Visualization
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Computer Organization and Microprocessor
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Value Education
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Employability Skill Development-II
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Professional Skills IV(Web Programming)
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Project Based Learning II
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Activity Based Learning IV(Co-curricular OR Extra-curricular)
SEMESTER V
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Digital Signal & Image Processing
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Automata Theory
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Software Engineering with Devops
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Fundamentals of Machine learning
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Professional Elective-I
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Computer Graphics & Virtual Reality
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Wireless Networks
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Microcontroller & Embedded System
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NoSQL
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Indian constitution
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Employability Skill Development-III
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Professional Skills V(Advanced Python for Machine Learning)
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Project Based Learning-III
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Research Based Learning-I
SEMESTER VI
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Finance Accounting Management
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Advanced Artificial Intelligence
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Fuzzy Systems and Neural Networks
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Professional Elective II
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Advanced Internet Programming
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Big data analytics
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Information Security
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Computer Vision
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Open Elective-I
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Digital Marketing
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Software Process Automation
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Entrepreneurship Development and Management
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Essence of Indian Tradition Knowledge
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Employability Skill Development-IV
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Professional Skills VI(R-Programming)
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Project Based Learning IV
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Research Based Learning II
SEMESTER VII
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Natural Language Processing
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Professional Elective -III
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Internet of Everything
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Genetic Algorithm
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Artificial Intelligence and Machine Learning in Blockchain Technology
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Artificial Intelligence and Machine Learning in Healthcare
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Professional Elective-IV
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Adversarial Machine Learning
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Mobile & Web Analytics
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Recommendation Systems
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Multimedia & Cognitive Informatics
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Open Elective-II
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Operation Research
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Robotics
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Professional Ethics and CSR
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Project-I
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Professional Skills VII(Cloud Computing)
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Research Based Learning III
SEMESTER VIII
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Deep Learning
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Professional Elective V
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Game Engine & Architecture
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Reinforcement Learning
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Artificial Intelligence and Machine Learning in Cyber Security
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Cloud deployment of Machine Learning Model
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Open Elective-III
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High Performance Computing
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Intelligent System for E-Commerce and Electronic Business
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Open Elective-IV
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Optimization Techniques
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Research Methodology
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Project II
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Professional Skills VIII(Tensorflow)
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Research Based Learning IV
Click below to download Syllabus Scheme:
B.Tech (Artificial Intelligence & Machine Learning)
Note:
Draft of B.Tech (Artificial Intelligence & Machine Learning) Syllabus is Approved by Board of Studies and Academic Council (Meeting held on 07th September 2020 and 10th September 2020 respectively)
B.Tech (Artificial Intelligence & Machine Learning) SYLLABUS SCHEME
Choice Based Credit Grading Scheme with Holistic Student Development (CBCGS-H 2020)