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JSS MAHAVIDYAPEETHA

    JSS Academy of Technical Education, Noida

Approved by All India Council for Technical Education (AICTE), New Delhi. UG programs are Accredited by National Board of Accreditation (NBA), New Delhi. Affiliated to Dr APJ Abdul Kalam Technical University, Uttar Pradesh, Lucknow
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M.Tech (AI&ML)

Academic Block 1

Introduction

JSS Academy of Technical Education, Noida is proud to start Master of Technology(MTech) program in Artificial Intelligence and Machine Learning from the current year 2021 with an intake of 18. This can be attributed to industrial transformation in recent years due to the rise in domains like artificial intelligence, deep learning, data analytics, and machine learning. The emergence of the post-graduate program is also the consequence of the technical potential and expertise available. Faculty members have good teaching and research experience to impart quality education in AI & ML through a state-of-the-art computing environment. Funded research projects related to AI & ML-based applications are being implemented at the Institution. Several patents and publications are accomplished in AI & ML domain. Many recognitions are conferred from reputed organizations to faculty members for their contributions in the field.Workshops,seminars, and National/International Conferences catering to AI & ML domain are being organized regularly. To keep abreast with Industry requirements and standards, Industry Experts are involved in course delivery. Linkages with Industries are established for Students to provide on-job training and live projects to develop industry-ready professionals. Well-established teaching-learning processes will be practiced to effectively implement student-centric outcome-based education.With several strengths, the departmentsendeavor to train the students on strong foundations of AI and ML to meet the emerging challenges of industry and society.

# Program Outcomes :-The Graduates will be able to:
PO-1

An ability to independently carry out research /investigation and development work to solve practical problems

PO-2

An ability to write and present a substantial technical report/document .

PO-3

Students should be able to demonstrate a degree of mastery over the area as per the specialization of the program. The mastery should be at a level higher than the requirements in the appropriate bachelor program

Artificial intelligence is a technology that enables a machine to simulate human behavior.Machine learning is a subset of AI which allows a machine to automatically learn from past data without programming explicitly. The goal of AI is to make a smart computer system like humans to solve complex problems. Machine Learning (ML) is commonly used along with AI but it is a subset of AI. ML refers to an AI system that can self-learn based on the algorithm. Most AI work involves ML because intelligent behavior requires considerable knowledge. To sum things up, AI solves tasks that require human intelligence while ML is a subset of artificial intelligence that solves specific tasks by learning from data and making predictions. This means that all machine learning is AI, but not all AI is machine learning.

M. Tech in AI & MLis a postgraduate program with advanced learning solutions imparting knowledge of advanced innovations.This program provides cutting-edge mathematical foundations, programming skills, and AI tools & techniques required to create smart solutions to drive innovation across all spheres. Most companies have recognized the need to adopt AI and ML algorithms to create smarter, more personalized, and insightful solutions.This program will discuss AI methods based in different fields, including

  • • Natural language processing Libraries (like OpenNLP, Weka), predictive modeling, machine learning libraries (like sci-kit-learn, Theano), personalization, optimization, data mining, deep learning libraries (like TensorFlow, Caffe, Keras), reinforcement learning, collaborative learning, and generative adversarial models
  • • Machine learning techniques and algorithms, such as Neural Networks, SVM, k-NN, Naive Bayes, Decision Forests
  • • Application of AI/ML in healthcare, computer vision, Opinion mining, etc.
  • • Design and development of full-stack AI/ML-based products.
  • So, through this program, students are equipped with the knowledge and skills in advanced technologies of AI & ML which will help them to create insightful solutions.

    This program is for students who want to acquire the ability to design intelligent solutions to problems in a variety of domains and business applications and fields such as natural language processing, text mining, robotics, reasoning, and problem-solving. There is a huge demand for skilled engineers trained in AI & ML. The AI&ML professionals primarily work for the research centers of universities, start-ups, AI development companies, and large corporations that have their own in-house AI units. Large corporations develop their knowledge base on AI&ML for their internal consumption whereas other companies may develop and sell instructional software created by AI&ML professionals. AI & ML has created several roles like AI developer, Data Engineer, Data Analysts, Data scientist, Automation and Optimization Engineer, Natural Language Processing Scientist, Game developer, Robotics Engineer, Computer vision Engineer, Research Scientist, Machine Learning developer, Data warehouse engineer, AI Consultant, Machine Learning Architect, etc. Further through various initiatives, students will be encouraged for pursuing doctoral research.

    TCS, Bosch, Infosys, Adobe, Amazon, IBM, Accenture, Flipkart, Cognizant, Wipro, Mindtree, Kronos, Huawei, Grape City, HSBC, and many more.

    Adobe, Amazon, IBM, Accenture, Flipkart, Cognizant Samsung, Intel, Cognizant, and many more

    The two-year MTech program in Artificial Intelligence and Machine learning comprises all necessary courses of AI and ML. Students will get the exposure to learn advanced and multidisciplinary courses relevant to AI & ML-like computer vision, natural language processing, Internet of Things, Robotic process automation, etc. The program includes a good number of practical courses, mini and major projects, and Internships.

    Artificial Intelligence is the next digital frontier, with profound implications for business and society. The global AI market size is projected to reach $202.57 billion by 2026, according to Fortune Business Insights. Most of the current students are working in this domain. In the academic year 20201 itself, several students have undergone project internships in

    ● INMAS. DRDO, New Delhi
    ● IIT Delhi
    ● DTRL, DRDO, Chandigarh

    In addition to this, JSSATEN has signed an MoU with “CARES Renewable Pvt. Limited” to work on AI & ML projects in Solar energy domain currently.