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Artificial Intelligence

🎓 Course Information

  • Subject Code : 203105322
  • Faculty: Mr Smaranjit Ghose (Assistant Professor)
  • Semester: 5
  • Year: 2023
  • Divisions (under direct tutelage): 5B5, 5B6, 5B7, 5B8, 5B17

📚 Study Material

Unit Name Lecture Material
1 Introduction to Artificial Intelligence Unit 1 Material
2 Exploratory Data Analysis Unit 2 Material
3 State Space Search - Unit 3 Material
4 Knowledge Representation Unit 4 Material
5 Fuzzy Logic Unit 5 Material
6 Natural Language Processing Unit 6 Material
7 Machine Learning Discussed via hands on
8 Fundamentals of Neural Networks and Expert Systems Unit 7 Material

EDA Hands-On

Sl no Dataset Solution
1 Iris
2 Titanic Titanic_EDA
3 IPL 2008-2022 matches dataset IPL EDA

EDA Practice Problems

Sl No Dataset Solution
1 Boston Housing
2 U.S. International Air Traffic 1990-2020 dataset
3 Forbes Highest Paid Athletes 1990-2019 dataset
4 Covid-19 Clinical Trials dataset
5 Palmer Archipelago dataset
6 PIMA Indians Diabetes
7 Amazon Review for Sentiment Analysis

Course Announcements 📢

Check here for the latest announcements

👜 Supplementary Material

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