B.Tech. Artificial Intelligence and Data Science
(Academic Year: 2020-2021)
TCET Mumbai, India
B.Tech. Artificial Intelligence and Data Science SYLLABUS SCHEME
CHOICE BASED CREDIT GRADING SCHEME WITH HOLISTIC AND MULTIDISCIPLINARY EDUCATION (CBCGS-HME 2020)
Semester I
Detailed Scheme
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Physics
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Mathematics-I
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Basic Electrical Engineering
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Engineering Graphics & Design
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Workshop/Manufacturing Practices-I
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Induction Training Program
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Professional Skill-I (Life/Presentation skills)
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Activity Based Learning-I (Yoga Practice & Society Outreach-I)
Semester II
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Chemistry
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Mathematics-II
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Programming for Problem Solving
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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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Summer Internship
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Professional Skills-II(Aptitude/Logic Building)
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Activity Based Learning-II(Yoga Practice & Society Outreach-II)​
Semester III
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Mathematics-III
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Data Structures
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Database Management System
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Digital system Design and computer Organization
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Operating systems
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Environmental Studies
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Professional Skills-III (Introdution to Python)
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Project Based Learning-I
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Activity Based Learning-III (Co-curricular/Extra-curricular/Extension)
Semester IV
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Mathematics-IV
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Design and Analysis of Algorithms
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Introduction to Data Science
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Networking and Web Technology
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Introduction to Artificial Intelligence
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Value Education
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Summer Internship
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Professional Skills-IV (Advanced Python & Data Wrangling)
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Project Based Learning-II
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Activity Based Learning-IV (Co-curricular/Extra-curricular/Extension)
Semester V
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Automata Theory
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Soft Computing
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Machine Learning
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Software Engineering
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Professional Elective I
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Advanced Database Management System
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Web and Social Media Analytics
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Recommender System
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Indian Constitution
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Professional Skills-V (R Programming)
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Project Based Learning-III
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Research Based Learning-I
Semester VI
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Soft skill & Interpersonal Communication
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Data Warehousing and Mining
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Deep Learning
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Professional Elective II
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High Performance Computing
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Intelligent Robotics
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Digital Signal and Image Processing
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Open Elective I
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Digital Marketing
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Software Process Automation
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Essence of Indian knowledge Tradition
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Summer Internship
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Professional Skill VI(Open Source tools for AI)
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Project Based Learning-IV
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Research Based Learning-II
Semester VII
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Big Data Analytics
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Professional Elective III
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Data Science for Internet of Things
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Data Science and AI in Security
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Cloud Computing
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Computer Vision
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Professional Elective IV
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Business Intelligence
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Enterprise Resource Planning
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User Experience Design
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Open Elective II
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Management Information System
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Research Methodology
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Operation Research
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Finance Management
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Project I
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Professional Skills VII (Open source tools for DS)
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Reseach Based Learning-III
Semester VIII
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Natural Language Processing
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Professional Elective VIII
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Industrial Applications of Data Science
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AI Powered Augmented Reality
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Open Elective III
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Cyber Security & Laws
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IPR & Patenting
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Open Elective IV
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Project Management
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Digital Forensic
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Project II
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Summer Internship
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Professional Skills VIII(Advanced Software Development Methodologies)
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Research Based Learning -IV