B. Tech. - Artificial Intelligence and Machine Learning
Durgapur
B. Tech. - Artificial Intelligence and Machine Learning
Durgapur
Advantage
.
Key Facts
Scope & Career Opportunities
Course Details
Key Facts
DURATION
4 years
PROGRAMME TYPE
UG
DEGREE AWARDED BY
MAKAUT
MINIMUM ELIGIBILITY FOR B. TECH. IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
10+2 passed in Science stream. Qualifying entry requirement: WBJEE and JEE (Main)
ADMISSION PROCESS
To complete admission online, follow the steps below:
Fill up the online application form
Sit for ENPAT and personal interview
Receive selection letter via e-mail
Pay admission fees
Scope & Career Opportunities
The IT sector in India is booming right now and that presents exponential scope for computer science graduates, particularly those with a B. Tech. in Artificial Intelligence and Machine Learning. Some of the roles offered after the completion of CSE are
– Web developer and designer
– Computer analyst
– Database management system engineer
– QA engineer (tester)
– Blockchain Developer/Engineer
– Software Developer
– Computer Network Architect
– Database Administrator
– Information Security Analyst
Success Stories
Kasif Raja
Doha J.B.M
Hrishikesh Ghosh
Manav Energy Pvt. Ltd.
Harshvardhan Karn
Deepfence Inc
Arnima Deb
Google Inc
Course Details
Course Details for B. Tech. in Artificial Intelligence and Machine Learning as follows –
Course Breakup
PROGRAMMING LANGUAGE
ALGORITHM
AI AND ML
DATABASE SYSTEM
NETWORKING
Programming in C
Programming fundamentals, C , and applications in C.
Object Oriented Programming
model of object oriented programming, abstract data types, encapsulation, inheritance and polymorphism, Java: object classes and interfaces, exceptions and libraries of object collections.
Problem Solving using Python
Python Programming: intended for software engineers, systems analysts, program managers and user support personnel
Artificial Intelligence & Functional Programming Lab
AI functional experience with a high level language (C/C++, Java, MATLAB, python)
Data Structure and Algorithm
Program performance enablers – data structures and algorithm design methods, solve problems using linear lists, stacks, queues, hash tables, binary trees, heaps, binary search trees, and graphs
Design Analysis and Algorithm
rigorous correctness proofs for algorithms, working with major algorithms and data structures, algorithmic design paradigms, methods of analysis, efficient algorithms in common engineering design situations.
Introduction to AI
Artificial intelligence (AI) principles and approaches, building blocks of AI, intelligent agents: Search, Knowledge representation, inference, logic, and learning, NLP fundamentals.
Introduction to ML
Concepts and techniques of Machine Learning, machine learning softwares for solving practical problems, independent study and research with data sets.
Algorithm for Intelligent Systems and Robotics
Advanced algebraic tools for the description of motion, matrix algebra and Lie algebra for computing the kinematics of robots, software tools for analysis and design of robotic systems.
Application of machine learning in industries
Machine learning concepts applicable to robotics, principles of artificial intelligence, thinking and decision making by robots
DBMS
database management systems, RDBMS, collection, storage, organization, processing, maintenance, and retrieval, data networks
Big Data Analysis
Hadoop ecosystem, big data analytics and machine learning approaches, volume, variety, and velocity, modern computing big data technologies and scaling up machine learning techniques, industry applications.
Data Mining
Fundamentals of data mining, tools and techniques, relevant models and algorithms, spatial and web data mining.
Data Communication and Computer Networks
fundamentals of data communication and computer networks, TCP/IP, inter-working of various layers of OSI
Neural Networks and Deep Learning
basics of — CNN, RNN, ANN, deep learning algorithms, and some applications of neural networks.
Cryptography & Network Security
basics of Cryptography and Network Security, mathematical foundations, vulnerability control, secure a message over insecure channel by various methods.
B. Tech. in Artificial Intelligence and Machine Learning
A practitioner & teacher of yoga for over 25 years, she started her yoga journey from Bihar School of Yoga.
She has completed YIC CYAI & MSc in Yoga securing a First Class with Distinction from SVYASA Yoga University, Bangalore. She specialises in Therapeutic Yoga from the same university.
She also holds a MA in Economics from Annamalai University, Chennai.
She has completed RYT-200, RYT-300 : RYT500 from Yoga Alliance, USA
She is a Level 1 certified teacher of Kundalini Yoga as taught by Yogi Bhajan, Kundalini Research Institute, USA
She has studied Ancient Indian Scriptures from Harvard University’s online program.
She has studied Vedic Chanting under the tutelage of Swami Prajnatmatananda ji Maharaj who was heading the Dept of Indology at Ramakrishna Institute of Culture, Kolkata
She has studied Ashtanga Vinyasa Yoga at the prestigious KPJAYI Mysore under the tutelage of Saraswathi Jois (daughter of Vidhwan Pattabhi Jois).
She has studied Nada Yoga at ICYER, Pondicherry and was honoured with the title Yogacharini for the same.She has been the Senior Yoga Teacher at the prestigious Health Club ‘Solace’ in Kolkata.
She collaborates with ace golfer Indrajit Bhalotia and has trained golfers at Tollygunge Club under his Academy.
She collaborates with New-York based Yoga Teacher Eddie Stern, who is famously known as the yoga teacher to Dr Deepak Chopra.
She has conducted sessions in Corporate Houses and has remained Personal Trainer to A list Tollywood actors, industrialists, and Sportspersons.
In her free time, she involves actively in raising awareness for causes affecting the underprivileged society especially children & women.
The colours used in the logo White, Red and Black represent the three gunas: SATTVA, RAJAS and TAMAS respectively.
This SPANDA at the level of causal existence – KARANA SHARIRA, is depicted by the top petal in our logo. The other two consecutive petals depict the SUKSHMA and the KARANA SHARIRA forming the SHARIRA TRAYA. We can also extend this to depict the AVASTHA TRAYA of JAGRIT, SWAPNA and SUSHUPTI states.
Yoga etymologically means UNION / BALANCE – the dynamic equilibrium between the opposing forces in the microcosm as well as the macrocosm. The path of Yoga has been elaborated by our ancient texts as a technique, a path to realise the ultimate TRUTH underlying the fabric of this manifest existence. This process of Self- Realisation starts with the practise of discrimination between the SELF and the NON-SELF.
According to Swami Vivekananda “Each soul is potentially divine. The goal is to manifest this divinity by controlling nature, external and internal. Do this either by work, or worship, or psychic control, or philosophy – by one, or more, or all of these – and be free.
It is the Discriminative power : THE POWER OF CHOICE that characterises us human beings from other species. This is represented by the Red Dot in our logo, representing the BINDU of the Ajna Chakra. It is at this point that the cosmic consciousness, the subtle vibration that lies behind everything condenses, coalesces to a point: BINDU and emanates out to create the drama of life.
According to Ancient Scriptures, the spiritual energy depicted by a snake, lies dormant at the base of our spine in two & a half coiled state. That is what is depicted in our logo which has exactly two and half coils before it rises upwards.
The infinity depicts the ANADI ANANTA – SAT-CHIT-ANANDA BRAHMAN; that pure consciousness which is existence, consciousness, bliss.
Our logo looks like a yogi sitting in padmasana meditating. The two wings represent the IDAand PINGALA , which when united leads to the awakening of Spiritual Energy, which as we already explained, lies dormant at the base of the spine. The sadhana of the yogi is to awaken this energy till it reaches the Ajna, depicted by the red dot. From here starts the journey of the Higher Yoga, the real union.
Scientifically this can be corelated to the NEOCORTEX: the newer, most complex and evolved state of human consciousness.
According to yogic wisdom, we have been blessed with a human life after a journey of 84 lakh species, from the lowest state of manifestation of matter to the highest goal of KAIVALYA: liberation from the cycle of birth and death; merging back into the Cosmic Consciousness. Yoga is a methodology, a technology, a philosophy and a way of life that enables us to achieve this.
At SPANDA, we aspire to guide the true practitioners of yoga to aim towards this highest goal of human existence, through conscious evolution; by integrating the concepts of yoga in our day to day life.
Asatoma Sad-Gamaya Tamaso Maa Jyotir-Gamaya Mrytyor-Maa Amritam Gamaya Om Shaantih Shaantih Shaantihi
Lead me from the untruth to the Truth. Lead me from darkness to light. Lead me from death to immortality Om Peace Peace Peace.
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We cannot wait to welcome you to our library and provide you with a supportive and enriching environment for your reading and learning endeavors.
We value your input and suggestions. As a member of our library, your feedback helps shape our services and offerings. Be it a requirement of any particular book, or searching of specific information, please let us know and we’ll do our best to fulfill your request.
But a library is more than just books and technology; it’s a place for connection and discovery. That’s why we are excited to bring you a range of programs and events. From author visits and book clubs to workshops, there’s something for everyone.
If you have any questions or need assistance, please don’t hesitate to contact us at [email protected]
Happy reading!
Keep shining!!
