NSHM School of Engineering & Technology is among the few institutes in West Bengal to offer B. Tech in Artificial Intelligence & Machine Learning. The demand for B.Tech. graduates in Artificial Intelligence and Machine Learning in India has exponentially increased in the last few years. It has been fuelled by the explosion of internet usage, extensive penetration of smart phones, increasing use of online services, social media, e-banking and increasing incidents on human workload.
Artificial Intelligence is a well-established exciting specialization of computer science concerned with methods to make computers or machines intelligent. It trains them to learn from experience to derive implicit knowledge from the one given and to understand natural languages to determine the content of images to work collaboratively. Artificial Intelligence and Machine Learning is an emerging area with ample job opportunities across the globe.
By 2020, insights-driven businesses will steal $1.2 trillion per annum from their less-informed peers. Forrester Predictions 2017: Artificial Intelligence will drive the Insights Revolution. By 2025, the artificial intelligence market will surpass $90 billion.
Here are some of the roles an AI professional can look forward to in major organizations.
Programming fundamentals, C , and applications in C.
model of object oriented programming, abstract data types, encapsulation, inheritance and polymorphism, Java: object classes and interfaces, exceptions and libraries of object collections.
Python Programming: intended for software engineers, systems analysts, program managers and user support personnel
AI functional experience with a high level language (C/C++, Java, MATLAB, python)
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
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.
Artificial intelligence (AI) principles and approaches, building blocks of AI, intelligent agents: Search, Knowledge representation, inference, logic, and learning, NLP fundamentals.
concepts and techniques of Machine Learning, machine learning softwares for solving practical problems, independent study and research with data sets.
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.
machine learning concepts applicable to robotics, principles of artificial intelligence, thinking and decision making by robots
database management systems, RDBMS, collection, storage, organization, processing, maintenance, and retrieval, data networks
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.
Fundamentals of data mining, tools and techniques, relevant models and algorithms, spatial and web data mining.
fundamentals of data communication and computer networks, TCP/IP, inter-working of various layers of OSI
basics of — CNN, RNN, ANN, deep learning algorithms, and some applications of neural networks.
basics of Cryptography and Network Security, mathematical foundations, vulnerability control, secure a message over insecure channel by various methods.
We are living in an era of Artificial Intelligence where every industry is utilizing the power of AI for its versatility and advanced solutions. From science and research to Data Analysis, transport, healthcare and security – AI has expanded into many sectors and becoming one of the fastest growing sectors in India. This programme at NSHM will prepare students with knowledge and skills of computing and database environments, Networking, OOPS, C, C++, Python, Java, MATLAB, NLP, AI/ML, languages, and related 4.0 and onward technologies for superior roles and careers in the realm of AI.