This course provides a foundational understanding of Artificial Intelligence and Machine Learning. It covers AI concepts such as knowledge representation, predicate logic, rule-based systems, and logic programming, along with the mathematical foundations required for ML, including matrix theory and statistics.
The course introduces machine learning paradigms such as supervised and unsupervised learning, and focuses on core algorithms like Linear Regression, Logistic Regression, and clustering techniques. Students learn about model representation, cost functions, gradient descent optimization, classification, regression, and overfitting.
Overall, the course prepares students to design intelligent systems and apply machine learning techniques to real-world problems.
- Teacher: Samidha Davari
The Course is all about learning the way we should live and how we can developÂ
sustainable strategies to protect the environment. It helps individuals to develop anÂ
understanding of living and physical environment and how to resolve challengingÂ
environmental issues affecting nature.
- Teacher: Samidha Davari
This Aptitude Enhancement Course I aims to nurture holistic development amongÂ
second-year B. Tech. Engineering students by focusing on enhancing their criticalÂ
thinking, problem-solving skills, creativity, and emotional intelligence. Aligned withÂ
the NEP 2020 and Outcome-Based Education (OBE) philosophy, the course seeks toÂ
empower students with essential aptitudes required for success in both academic andÂ
professional domains.Â
- Teacher: Samidha Davari
The course "Introduction to Performing Arts" seeks to broaden the horizons of engineeringÂ
students by integrating the rich and diverse realm of performing arts into their curriculum. ByÂ
exploring various performing arts forms, students will not only develop a deeperÂ
understanding of human expression but also enhance their creativity, communication skills,Â
and cultural awareness. This interdisciplinary approach aligns with NEP 2020's vision of holisticÂ
education and fosters the development of well-rounded individuals equipped to thrive in aÂ
rapidly evolving world.Â
- Teacher: Samidha Davari
In typical applications of science and engineering, we have to process signals, usingÂ
systems. The applications may vary from communication systems to control systems, butÂ
the basic analysis and design tools can be common. In this course, we are going to studyÂ
all the fundamental mathematical signal processing tools like convolution, FourierÂ
analysis, Laplace and Z transform. Main aim of the course is to study the use of these saidÂ
tools in the analysis of linear time-invariant (LTI) systems. This course is fundamentalÂ
course in the field of Signal Processing. This course builds concrete base for advancedÂ
courses like Digital Signal Processing, Audio and Speech Signal Processing, ImageÂ
processing, Biomedical signal processing etc. Â
- Teacher: Samidha Davari
Analog Circuits plays a vital role in the design of an electronic system. This course is detailÂ
study of important Analog / Linear Integrated Circuits (ICs). This course is a Circuit DesignÂ
course planned to give exposure on use of operational amplifier (Op. Amp.) For DifferentÂ
applications and its significance in real world. It also includes other Analog ICs like TimerÂ
IC 555 and PLL. Â
- Teacher: Samidha Davari
- Teacher: Amar Dum
This course aims to enable students to be familiar with fundamental concepts andÂ
issues, to develop good understanding of basic analogue and digital communicationÂ
techniques, to perform simple analysis and assessment of system performance.
- Teacher: Samidha Davari
- Teacher: Uday Patil
The Measurements and Instrumentation course is designed to provide studentsÂ
with a foundational understanding of the principles, techniques, and instrumentsÂ
used in the field of measurements. In engineering and scientific disciplines, accurateÂ
and precise measurements are essential for analysis, control, and optimization ofÂ
various processes. This course aims to equip students with the theoretical knowledgeÂ
and practical skills needed to perform accurate measurements and effectively useÂ
instrumentation in diverse applications. Through this course, students will develop aÂ
strong foundation for pursuing advanced studies and careers in fields such asÂ
electrical engineering, physics, and related disciplines.Â
- Teacher: Samidha Davari
- Teacher: Amardeep Shirolkar
This course helps student in understanding logical & mathematical models ofÂ
storing & organizing data in a particular way in a processor-based system. InÂ
system programming, application programming the methods & techniques of dataÂ
structures are widely used. The study of data structure helps the students inÂ
developing logical & structured programs.Â
- Teacher: Samidha Davari
- Teacher: Shweta Patil
