JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD

ARTIFICIAL INTELLIGENCE AND INTELLIGENT SYSTEMS LAB

M.Tech I Year I Semester (R22)

Course Objectives:

  • 1. To provide skills for designing and analyzing AI based algorithms.
  • 2. To enable students to work on various AI tools.
  • 3. To provide skills to work towards solution of real-life problems

Course Outcomes:

  • 1. Elicit, analyze and specify software requirements.
  • 2. Simulate a given problem scenario and analyze its performance.
  • 3. Develop programming solutions for given problem scenario. List of Programs:
  • 1. Installation and working on various AI tools viz. Python, R tool, GATE, NLTK, MATLAB, etc.
  • 2. Data preprocessing and annotation and creation of datasets.
  • 3. Learn existing datasets and Treebanks
  • 4. Implementation of searching techniques in AI.
  • 5. Implementation of Knowledge representation schemes.
  • 6. Natural language processing tool development.
  • 7. Application of Machine learning algorithms.
  • 8. Application of Classification and clustering problem.
  • 9. Working on parallel algorithms.
  • 10. Scientific distributions used in python for Data Science - Numpy, scifi, pandas, scikit learn, statsmodels, nltk.

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