Bìa sách Introduction to Machine Learning
CSLevel 4000assignmentmodulereference

Introduction to Machine Learning

CS-4410

Major Electives (Choose two of the following courses) • 3 tín chỉ • Tiên quyết: CS 3323 and STAT 2210

25 tài liệu • Cập nhật: 20/07/2026

Thư mục tài nguyên

Assignments

6 file(s)

Modules

12 file(s)
  • Chapter-11_Multilayer-Perceptrons_Suman-Kumar.pdf
    677 KBTải về
  • Chapter-13_Kernel-Machines_Suman-Kumar.pdf
    652 KBTải về
  • Chapter-14_Graphical-Models_Suman-Kumar.pdf
    851 KBTải về
  • Chapter-17_Combining-Multiple-Learners_Suman-Kumar.pdf
    493 KBTải về
  • Chapter-19_Design-Experiments-Evaluations-Complete_Suman-Kumar.pdf
    1.3 MBTải về
  • Chapter-1_Introduction_Suman-Kumar.pdf
    498 KBTải về
  • Chapter-2_Supervised-Learning-Complete_Suman-Kumar.pdf
    971 KBTải về
  • Chapter-3_Bayesian-Decision-Theory_Suman-Kumar.pdf
    647 KBTải về
  • Chapter-4_Parametric-Methods_Suman-Kumar.pdf
    604 KBTải về
  • Chapter-6_Dimensionality-Reduction_Suman-Kumar.pdf
    1.0 MBTải về
  • Chapter-7_Clustering_Suman-Kumar.pdf
    738 KBTải về
  • Chapter-9_Decision-Trees_Suman-Kumar.pdf
    689 KBTải về

Other

1 file(s)

References

6 file(s)
  • Ethem Alpaydin - Introduction to Machine Learning, 4th Edition (MIT Press, 2020).pdf
    12.9 MBTải về
  • GenerativeAI.pdf
    2.7 MBTải về
  • Introduction to Machine Learning (3rd Ed, 2014).pdf
    5.4 MBTải về
  • Mining of Massive Datasets (3rd Ed, 2020).pdf
    4.5 MBTải về
  • Probabilistic Machine Learning - Advanced Topics (2023).pdf
    38.9 MBTải về
  • Recomender System.pdf
    364 KBTải về