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B.Sc. (Hons.) Artificial Intelligence and Machine Learning Image B.Sc. (Hons.) Artificial Intelligence and Machine Learning Image

B.Sc. (Hons.) Artificial Intelligence and Machine Learning

B.Sc. (Hons.) Artificial Intelligence and Machine Learning

Why study Artificial Intelligence and Machine Learning in USCI?

Artificial Intelligence and Machine Learning is a hot core field that is rapidly growing in the fast-changingworld and powering for great industrial revolution.  The world workforce has changed the way the business grows without affecting humanity.  A software giant predicted that around 75 million conventional jobs may disappear while 130 million jobs created dur the revolution of AI and ML.  It is estimated that by 2025, 30% of the jobs will end-up unfilled due to required skills shortage.

Many organizations already face a shortage of skilled talents across different verticals. Technical jobs increasingly require technology skills, organizations have begun to search for skilled persons with specialized skills such as data scientists, robotics experts and AI engineers and blockchain developers etc.

Role of AI and ML

AI and ML plays vital role in every walk of life.  It attempts to provide efficient and re-defined workforce that enables less manual and paper work, quick responses, change of public administration, provide better solutions.  In health care industry, AI provides a very much affordable services at lowest cost. AI plays an important role in computational thinking and creativity of every human.

Artificial intelligence (AI) is nothing but mimicking of human intelligence by building algorithms and applying into a dynamically built computing environment. In other words, AI attempt to make computers think and act like humans.  This dynamic environment with AI can be achieved by three components – a computational system, data management system and advanced AI algorithms and codes.

Career Opportunities for AI and ML

An expert in data science may be considered as AI Business Development Manager (Amazon), AI Team Leader, AI Engineer, Machine Learning Engineer, AI Data Scientist, ML Data Engineer, MLArchitect, AI Specialist, ML Intelligent System Researcher, ML Applied Research Scientist.  The average salary can vary from 30 to 60 lac per annum in India while in other countries it vary between US $90,000 and US $ 150,000 per annum depending upon the job profile.

 

Tentative List of Subjects for B.Sc. (Hons.) Artificial Intelligence and Machine Learning

Foundational and Skill Enhancement Subjects Programme Core Courses Programme Elective Courses
Basic English Fundamentals of Computing Adv. Machine Learning Algorithms
Mathematical Foundations for Computer Science Programming in C Introduction to Artificial Intelligence
Fundamental of Probability (Cr. 3) Problem Solving and Programming using Python Data Security and Compliance
Basic Statistics Data Structures Data Visualization using Tableau
Environmental Studies Fundamentals of Digital Computers Text Analytics
Ethics and Values Design and Analysis of Algorithms Multivariate Analysis
Discrete Mathematics Data Base Management Systems Statistical Simulation
Numerical Methods Oops using Python Recommender Systems
Linear Algebra Software Engineering Methodologies Deep Learning
Operations Research Data Mining and Analytics Machine Learning using Tensor Flow
Communication Skill Introduction to Machine learning Time Series Analysis
Foreign Language Big Data Analytics HR Analytics
Principles of Management Research report writing and Presentation Social Media Analytics
R Programming – Fundamentals Healthcare Analytics
Advanced R Programming Bioinformatics
Data Visualization Soft Computing Techniques
Operating Systems
Computer Networks
Cloud Computing
Natural Language Processing
Social Network Analysis
Open Source Technologies
Data Analysis using MS Excel
Programming in Java
Web Design
Internship
Capstone Project

 

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