SMCD
EAMCET/ICET/PGECET Code : SMCD

Artificial Intelligence & Machine Learning

With the Artificial Intelligence ( AI) and Machine Learning ( ML ) being increasingly used in the Industry 4.0 for automating the work process, all the Industries across various sectors will require skilled professionals with a strong foundation of Artificial Intelligence and Machine Learning

COURSE DESCRIPTION

B.Tech/M.Tech Computer Science (AI&ML) is a program designed with a robust pedagogy for building skills that will groom students for a rewarding career in a very high growth domain. The huge amount of data available has inspired the industries to move towards data driven decision making and therefore there is a huge demand for experts in the area of Artificial Intelligence and Machine Learning. There are many new applications designed in various areas like retail, banking, agriculture, hospitality and manufacturing and hence there is a high demand for skills in these areas. A solid foundation in core concepts of AI and ML will get the students ready for the upcoming changes in the ecosystem of the technology industry.

SYLLABUS FOR B.TECH / M.TECH - CSE (AI & ML)

The Curricula is created with an intent to educate the Engineering students on cutting edge technologies. The Courseware equips the students with Mathematical Foundations, Statistical Foundations, Machine Learning, Neural Networks & Applied Artificial Intelligence

SYLLABUS FOR B.TECH / M.TECH - CSE (AI )

Computing for Data Science, Optimization for Data Science, Deep Learning, IoT systems and the Cloud, Communication Skills, Maths, Introduction of AI, Programming and Logic Building skills, Data Science and Machine Learning, Python Programming, Java Programming, Advance Java Programming, Operating Systems, DBMS, Introduction to Machine learning, Signal Processing, Introduction to Drones, algebra , Data Structures, Computer Architecture ,Algorithms, Robotics, informatics , Deep learning, Introduction to Brain and Neuroscience, Introduction to Industry 4.0, IOT, Computer Networks, Data Visualization, and other prominent subjects related AI with Advanced AI electives. Pursued by the scholars from 1st semester to 8th semester alongside 2 projects , 1 mini- project in or after 6 semester and 1 final project in 8 Semester for B.Tech and from 1st & 2 nd semesters theory and 3 rd and 4 th Semesters final projects for M.Tech.

COURSE JOB SCOPE

  • World Economic Forum –133 million new jobs will have been created by AI by 2022.
  • Markets and Markets –By 2022, the expansion in Machine Learning market size is going to be USD 8.81 Billion
  • Gartner - AI/ML is predicted to pave the way for on the brink of 2.3 million jobs by the year 2026.
  • Zion Market Research –Global Machine Learning market size will have grown to$ 20.83 Billion by 2024

    • The domestic demand for this emerging technology has been buoyant and the Government of India has appointed a task force to accelerate the growth in this sector. The task force aids boosting the AI sector in India, develops the AI technologies and infrastructure, works in consonance with the private sector for data storage, usage and research. The task force also focuses on developing the smart cities, harnessing power and water infrastructure and even extending its services for crop management and fighting terrorism. The Government has a plan to deploy AI in 10 sectors in India including Manufacturing, Health care, Agriculture, Education and Public Utilities.

    AI is making it easier for people to do things every day, whether it’s searching for photos of loved ones, breaking down language barriers in Google Translate, typing emails on the go, or getting things done with the Google Assistant. AI also provides new ways of looking at existing problems, from rethinking healthcare to advancing scientific discovery.

    COURSE SALARY RANGE

    Average salary in abroad $ 1,14,826/year

    Average yearly salaries in India is Rs.3.6 L to 15.2 L