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Artificial Intelligence in Materials Science

Artificial Intelligence in Materials Science

Free

SUBJECT CODE :- CUTM 3164

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Jan 2025
Level
Beginner
Total lectures 7
Total quizzes 0
Total duration Hours
Total enrolment 0
Number of reviews 0
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Short description SUBJECT CODE :- CUTM 3164
Outcomes
  • Understand the basic concepts of machine learning and its applications in materials science.
  • Develop skills to use Python libraries for machine learning, such as scikit-learn, Pymatgen, and graphviz.
  • Gain hands-on experience in applying machine learning techniques to solve materials science problems.
  • Learn how to evaluate the performance of machine learning models and interpret their results.
  • Develop a critical understanding of the limitations and challenges of machine learning in materials science.
Requirements
  • Basic knowledge of programming in Python is recommended.
  • Understanding of calculus
  • Basic knowledge of materials science is recommended but not required.

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