Skip to main content
  • CPC251W PEMBELAJARAN MESIN DAN KECERDASAN KOMPUTAN (MACHINE LEARNING AND COMPUTATIONAL INTELLIGENCE)
    0%
  • Previous
  • Course data
    General
    Announcements
    E-Books
    C251-CP-Sems-II [2023/2024]
    ASSIGNMENT -1
    Assignment 1 FAQ's
    Assignment 1 : Submission 17-MAY-2024 @ 5:00pm
    Project -1 Question and Guidelines
    Project -Topic Registration
    INSTRUCTIONS TO TEST 1
    Study Materials- Short notes.
    Test 1
    Test 2
    Project 1 : Question and Marking Rubric
    Project 1 : Submission Extended Deadline [ 24-5-2024]
    Assignment 2
    Assignment 2: Submission [7th July 2024]
    Project 2
    Project 2 Submission [5th July 2024]
    WEEK-1
    Course Planner- CPC251-2023/2024
    Topic_1_Introduction to Machine Learning & Supervised Learning
    01-Introduction to Juypter Notebook [Self-Study]
    Dataset: diabetes.csv
    Lab 1(b) -Solution
    Markdown-Lab0-Juypter Notebook& NumPy-Lab1(a)
    NumPy Exercise file.
    NumPy Exercise/Seminar- Submission
    Lecture -1 -Practice Quiz -1
    Topic_1_Introduction to Machine Learning & Supervised Learning_SlideNotes
    WEEK-2
    Topic_2a_Regression_v3.0 (with GD)mhmn
    Class-Activity[LR and GD with LR]
    Understanding Gradient Descent in 3 minutes
    Lab2(a) Introduction to TF.
    Practice Quiz -2
    Linear Regression using Least Squares
    Linear Regression using Gradient Descent
    Introduction to TensorFlow- Lab-{Full Code Document}
    Tensor Flow-Additional Materials_Updated.
    WEEK-4
    Topic 2b : Perceptron and Logistic Regression
    Perceptron Demo- [Plain Python]
    Logistic Regression- [Plain Python]
    TensorFlow-Lab Exercises
    TensorFlow-Additonal Materials-Updated
    WEEK 5
    BYOD_ Lecture
    What is K in K-Nearest Neighbours (Supervised) & K-means Clustering (Unsupervised)
    k-Nearest Neighbours
    K-nearest Neighbour-notebook
    KNN-Exercise -strokedataset
    Stroke -Prediction Using Logistic Regression
    WEEK 6
    Neural Network, Regularization, Dropout, Stop Criteria
    NeuralNetwork Dataset-Lab- Solution 6(a)
    Decision Trees
    Support Vector Machine (SVM)
    Unsupervised Learning
    WEEK 7
    NN-Regularization, Model Checkpoints
    WEEK 8 [2nd Half of Semester]
    Deep Learning [CNN & RNN]
    WEEK 9
    Reinforcement Learning
    Week 10
    Reinforcement Learning
    Week 11
    Fuzzy Sets
    Fuzzy Logic
    Evolutionary computing
    WEEK 12
    Evolutionary Algorithm
    WEEK 13
    Swarm Intelligence
    WEEK 14
    Hybrid Intelligent Systems
  • Next
  • Categories
    All categories
    APPLIED SCIENCES
    APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING...
    APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../Semester I
    APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../Semester II
    APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../Semester I & II
    APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../KSCP
    APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC...
    APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../Semester I
    APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../Semester II
    APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../Semester I & II
    APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../KSCP
    APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO...
    APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../Semester I
    APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../Semester II
    APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../Semester I & II
    APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../KSCP
    APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES...
    APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../Semester I
    APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../Semester II
    APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../Semester I & II
    APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../KSCP
    APPLIED ARTS
    APPLIED ARTS/SCHOOL OF MANAGEMENT
    APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester I
    APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester I/ODL
    APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester II
    APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester I & II
    APPLIED ARTS/SCHOOL OF MANAGEMENT/KSCP
    APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS...
    APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester I
    APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester I/ODL
    APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester II
    APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester I & II
    APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../KSCP
    APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI...
    APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../Semester I
    APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../Semester II
    APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../Semester I & II
    APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../KSCP
    APPLIED ARTS/SCHOOL OF COMMUNICATION
    APPLIED ARTS/SCHOOL OF COMMUNICATION/Semester I
    APPLIED ARTS/SCHOOL OF COMMUNICATION/Semester II
    APPLIED ARTS/SCHOOL OF COMMUNICATION/Semester I & II
    APPLIED ARTS/SCHOOL OF COMMUNICATION/KSCP
    APPLIED ARTS/SCHOOL OF ARTS
    APPLIED ARTS/SCHOOL OF ARTS/Semester I
    APPLIED ARTS/SCHOOL OF ARTS/Semester II
    APPLIED ARTS/SCHOOL OF ARTS/Semester I & II
    APPLIED ARTS/SCHOOL OF ARTS/KSCP
    PURE ARTS
    PURE ARTS/SCHOOL OF LANGUAGES, LITERA...
    PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../Semester I
    PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../Semester II
    PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../Semester I & II
    PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../KSCP
    PURE ARTS/SCHOOL OF HUMANITIES
    PURE ARTS/SCHOOL OF HUMANITIES/Semester I
    PURE ARTS/SCHOOL OF HUMANITIES/Semester II
    PURE ARTS/SCHOOL OF HUMANITIES/Semester I & II
    PURE ARTS/SCHOOL OF HUMANITIES/KSCP
    PURE ARTS/SCHOOL OF SOCIAL SCIENCES
    PURE ARTS/SCHOOL OF SOCIAL SCIENCES/Semester I
    PURE ARTS/SCHOOL OF SOCIAL SCIENCES/Semester II
    PURE ARTS/SCHOOL OF SOCIAL SCIENCES/Semester I & II
    PURE ARTS/SCHOOL OF SOCIAL SCIENCES/KSCP
    PURE SCIENCES
    PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES...
    PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../Semester I
    PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../Semester II
    PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../Semester I & II
    PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../KSCP
    PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE...
    PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../Semester I
    PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../Semester II
    PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../Semester I & II
    PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../KSCP
    PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC...
    PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../Semester I
    PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../Semester II
    PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../Semester I & II
    PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../KSCP
    PURE SCIENCES/SCHOOL OF PHYSICS
    PURE SCIENCES/SCHOOL OF PHYSICS/Semester I
    PURE SCIENCES/SCHOOL OF PHYSICS/Semester II
    PURE SCIENCES/SCHOOL OF PHYSICS/Semester I & II
    PURE SCIENCES/SCHOOL OF PHYSICS/KSCP
    ENGINEERING
    ENGINEERING/SCHOOL OF MATERIALS & M...
    ENGINEERING/SCHOOL OF MATERIALS & M.../Semester I
    ENGINEERING/SCHOOL OF MATERIALS & M.../Semester II
    ENGINEERING/SCHOOL OF MATERIALS & M.../Semester I & II
    ENGINEERING/SCHOOL OF MATERIALS & M.../KSCP
    ENGINEERING/SCHOOL OF ELECTRICAL & ...
    ENGINEERING/SCHOOL OF ELECTRICAL & .../Semester I
    ENGINEERING/SCHOOL OF ELECTRICAL & .../Semester II
    ENGINEERING/SCHOOL OF ELECTRICAL & .../Semester I & II
    ENGINEERING/SCHOOL OF ELECTRICAL & .../KSCP
    ENGINEERING/SCHOOL OF CIVIL ENGINEERING...
    ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../Semester I
    ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../Semester II
    ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../Semester I & II
    ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../KSCP
    ENGINEERING/SCHOOL OF MECHANICAL ENGINE...
    ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../Semester I
    ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../Semester II
    ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../Semester I & II
    ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../KSCP
    ENGINEERING/SCHOOL OF AEROSPACE ENGINEE...
    ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../Semester I
    ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../Semester II
    ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../Semester I & II
    ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../KSCP
    ENGINEERING/SCHOOL OF CHEMICAL ENGINEER...
    ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../Semester I
    ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../Semester II
    ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../Semester I & II
    ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../KSCP
    DENTAL
    DENTAL/SCHOOL OF DENTAL SCIENCES
    DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE
    DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 5
    DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 4
    DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 3
    DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 2
    DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 1
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH/Semester I
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH/Semester II
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH/Semester I & II
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH/Semester I
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH/Semester II
    DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH/Semester I & II
    DENTAL/SCHOOL OF DENTAL SCIENCES/LECTURER
    MEDICAL
    MEDICAL/SCHOOL OF MEDICAL SCIENCES
    MEDICAL/SCHOOL OF MEDICAL SCIENCES.../Semester I
    MEDICAL/SCHOOL OF MEDICAL SCIENCES.../Semester II
    MEDICAL/SCHOOL OF MEDICAL SCIENCES.../Semester I & II
    MEDICAL/SCHOOL OF MEDICAL SCIENCES.../KSCP
    HEALTH
    HEALTH/SCHOOL OF HEALTH SCIENCES
    HEALTH/SCHOOL OF HEALTH SCIENCES/Semester I
    HEALTH/SCHOOL OF HEALTH SCIENCES/Semester II
    HEALTH/SCHOOL OF HEALTH SCIENCES/Semester I & II
    HEALTH/SCHOOL OF HEALTH SCIENCES/KSCP
    OTHERS
    OTHERS/INSTITUTE OF NANO OPTOELECT...
    OTHERS/INSTITUTE OF NANO OPTOELECT.../Semester I
    OTHERS/INSTITUTE OF NANO OPTOELECT.../Semester II
    OTHERS/INSTITUTE OF NANO OPTOELECT.../Semester I & II
    OTHERS/SPLIT COURSES
    OTHERS/SPLIT COURSES/Semester I
    OTHERS/SPLIT COURSES/Semester II
    OTHERS/SPLIT COURSES/Semester I & II
    OTHERS/INSTITUTE FOR RESEARCH IN M...
    OTHERS/INSTITUTE FOR RESEARCH IN M.../Semester I
    OTHERS/INSTITUTE FOR RESEARCH IN M.../Semester II
    OTHERS/INSTITUTE FOR RESEARCH IN M.../Semester I & II
    OTHERS/INSTITUTE FOR RESEARCH IN M.../KSCP
    OTHERS/COLLABORATIVE MICROELECTRON...
    OTHERS/COLLABORATIVE MICROELECTRON.../Semester I
    OTHERS/COLLABORATIVE MICROELECTRON.../Semester II
    OTHERS/CENTRE FOR ISLAMIC DEVELOPM...
    OTHERS/CENTRE FOR ISLAMIC DEVELOPM.../Semester I
    OTHERS/CENTRE FOR ISLAMIC DEVELOPM.../Semester II
    OTHERS/CENTRE FOR ISLAMIC DEVELOPM.../Semester I & II
    OTHERS/NATIONAL ADVANCED IPV6 CENT...
    OTHERS/NATIONAL ADVANCED IPV6 CENT.../Semester I
    OTHERS/NATIONAL ADVANCED IPV6 CENT.../Semester II
    OTHERS/WOMEN'S DEVELOPMENT RESEARC...
    OTHERS/WOMEN'S DEVELOPMENT RESEARC.../Semester I
    OTHERS/CENTRE FOR GLOBAL SUSTAINAB...
    OTHERS/CENTRE FOR GLOBAL SUSTAINAB.../Semester I
    OTHERS/CENTRE FOR GLOBAL SUSTAINAB.../Semester II
    OTHERS/ADVANCED MEDICAL & DENT...
    OTHERS/ADVANCED MEDICAL & DENT.../Semester I
    OTHERS/ADVANCED MEDICAL & DENT.../Semester II
    OTHERS/ADVANCED MEDICAL & DENT.../Semester I & II
    OTHERS/ADVANCED MEDICAL & DENT.../KSCP
    OTHERS/CO-CURRICULUM
    OTHERS/CO-CURRICULUM/Semester I
    OTHERS/CO-CURRICULUM/Semester II
    OTHERS/CO-CURRICULUM/Semester I & II
    OTHERS/CENTRE FOR DRUG RESEARCH
    OTHERS/CENTRE FOR DRUG RESEARCH/Semester I
    OTHERS/CENTRE FOR ARCHAELOGICAL RE...
    OTHERS/CENTRE FOR ARCHAELOGICAL RE.../Semester I
    OTHERS/CENTRE FOR ARCHAELOGICAL RE.../Semester II
    OTHERS/CENTRE FOR INSTRUCTIONAL TE...
    OTHERS/CENTRE FOR INSTRUCTIONAL TE.../Semester I
    OTHERS/CENTRE FOR INSTRUCTIONAL TE.../Semester II
    OTHERS/CENTRE FOR INSTRUCTIONAL TE.../Semester I & II
    OTHERS/CENTRE FOR INSTRUCTIONAL TE.../KSCP
    OTHERS/CENTRE FOR POLICY RESEARCH ...
    OTHERS/CENTRE FOR POLICY RESEARCH .../Semester I
    OTHERS/CENTRE FOR POLICY RESEARCH .../Semester II
    New Course
  • Home
  • Course Archive
    Sidang 2022/2023 Sidang 2021/2022 Sidang 2020/2021
  • Course Search
  • ePortfolio Mahara
  • Helpdesk
    Contact Us Elearn USM Support Center
Log in

Please login using USM Identity

Login For Admin/Guest
Categories Collapse Expand
All categories
APPLIED SCIENCES
APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING...
APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../Semester I
APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../Semester II
APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../Semester I & II
APPLIED SCIENCES/SCHOOL OF HOUSING, BUILDING.../KSCP
APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC...
APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../Semester I
APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../Semester II
APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../Semester I & II
APPLIED SCIENCES/SCHOOL OF PHARMACEUTICAL SC.../KSCP
APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO...
APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../Semester I
APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../Semester II
APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../Semester I & II
APPLIED SCIENCES/SCHOOL OF INDUSTRIAL TECHNO.../KSCP
APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES...
APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../Semester I
APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../Semester II
APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../Semester I & II
APPLIED SCIENCES/SCHOOL OF COMPUTER SCIENCES.../KSCP
APPLIED ARTS
APPLIED ARTS/SCHOOL OF MANAGEMENT
APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester I
APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester I/ODL
APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester II
APPLIED ARTS/SCHOOL OF MANAGEMENT/Semester I & II
APPLIED ARTS/SCHOOL OF MANAGEMENT/KSCP
APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS...
APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester I
APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester I/ODL
APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester II
APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../Semester I & II
APPLIED ARTS/GRADUATE SCHOOL OF BUSINESS.../KSCP
APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI...
APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../Semester I
APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../Semester II
APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../Semester I & II
APPLIED ARTS/SCHOOL OF EDUCATIONAL STUDI.../KSCP
APPLIED ARTS/SCHOOL OF COMMUNICATION
APPLIED ARTS/SCHOOL OF COMMUNICATION/Semester I
APPLIED ARTS/SCHOOL OF COMMUNICATION/Semester II
APPLIED ARTS/SCHOOL OF COMMUNICATION/Semester I & II
APPLIED ARTS/SCHOOL OF COMMUNICATION/KSCP
APPLIED ARTS/SCHOOL OF ARTS
APPLIED ARTS/SCHOOL OF ARTS/Semester I
APPLIED ARTS/SCHOOL OF ARTS/Semester II
APPLIED ARTS/SCHOOL OF ARTS/Semester I & II
APPLIED ARTS/SCHOOL OF ARTS/KSCP
PURE ARTS
PURE ARTS/SCHOOL OF LANGUAGES, LITERA...
PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../Semester I
PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../Semester II
PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../Semester I & II
PURE ARTS/SCHOOL OF LANGUAGES, LITERA.../KSCP
PURE ARTS/SCHOOL OF HUMANITIES
PURE ARTS/SCHOOL OF HUMANITIES/Semester I
PURE ARTS/SCHOOL OF HUMANITIES/Semester II
PURE ARTS/SCHOOL OF HUMANITIES/Semester I & II
PURE ARTS/SCHOOL OF HUMANITIES/KSCP
PURE ARTS/SCHOOL OF SOCIAL SCIENCES
PURE ARTS/SCHOOL OF SOCIAL SCIENCES/Semester I
PURE ARTS/SCHOOL OF SOCIAL SCIENCES/Semester II
PURE ARTS/SCHOOL OF SOCIAL SCIENCES/Semester I & II
PURE ARTS/SCHOOL OF SOCIAL SCIENCES/KSCP
PURE SCIENCES
PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES...
PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../Semester I
PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../Semester II
PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../Semester I & II
PURE SCIENCES/SCHOOL OF CHEMICAL SCIENCES.../KSCP
PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE...
PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../Semester I
PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../Semester II
PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../Semester I & II
PURE SCIENCES/SCHOOL OF MATHEMATICAL SCIE.../KSCP
PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC...
PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../Semester I
PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../Semester II
PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../Semester I & II
PURE SCIENCES/SCHOOL OF BIOLOGICAL SCIENC.../KSCP
PURE SCIENCES/SCHOOL OF PHYSICS
PURE SCIENCES/SCHOOL OF PHYSICS/Semester I
PURE SCIENCES/SCHOOL OF PHYSICS/Semester II
PURE SCIENCES/SCHOOL OF PHYSICS/Semester I & II
PURE SCIENCES/SCHOOL OF PHYSICS/KSCP
ENGINEERING
ENGINEERING/SCHOOL OF MATERIALS & M...
ENGINEERING/SCHOOL OF MATERIALS & M.../Semester I
ENGINEERING/SCHOOL OF MATERIALS & M.../Semester II
ENGINEERING/SCHOOL OF MATERIALS & M.../Semester I & II
ENGINEERING/SCHOOL OF MATERIALS & M.../KSCP
ENGINEERING/SCHOOL OF ELECTRICAL & ...
ENGINEERING/SCHOOL OF ELECTRICAL & .../Semester I
ENGINEERING/SCHOOL OF ELECTRICAL & .../Semester II
ENGINEERING/SCHOOL OF ELECTRICAL & .../Semester I & II
ENGINEERING/SCHOOL OF ELECTRICAL & .../KSCP
ENGINEERING/SCHOOL OF CIVIL ENGINEERING...
ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../Semester I
ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../Semester II
ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../Semester I & II
ENGINEERING/SCHOOL OF CIVIL ENGINEERING.../KSCP
ENGINEERING/SCHOOL OF MECHANICAL ENGINE...
ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../Semester I
ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../Semester II
ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../Semester I & II
ENGINEERING/SCHOOL OF MECHANICAL ENGINE.../KSCP
ENGINEERING/SCHOOL OF AEROSPACE ENGINEE...
ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../Semester I
ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../Semester II
ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../Semester I & II
ENGINEERING/SCHOOL OF AEROSPACE ENGINEE.../KSCP
ENGINEERING/SCHOOL OF CHEMICAL ENGINEER...
ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../Semester I
ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../Semester II
ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../Semester I & II
ENGINEERING/SCHOOL OF CHEMICAL ENGINEER.../KSCP
DENTAL
DENTAL/SCHOOL OF DENTAL SCIENCES
DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE
DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 5
DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 4
DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 3
DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 2
DENTAL/SCHOOL OF DENTAL SCIENCES/UNDERGRADUATE/YEAR 1
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH/Semester I
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH/Semester II
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/DOCTOR DPH/Semester I & II
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH/Semester I
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH/Semester II
DENTAL/SCHOOL OF DENTAL SCIENCES/POSTGRADUATE/MASTER DPH/Semester I & II
DENTAL/SCHOOL OF DENTAL SCIENCES/LECTURER
MEDICAL
MEDICAL/SCHOOL OF MEDICAL SCIENCES
MEDICAL/SCHOOL OF MEDICAL SCIENCES.../Semester I
MEDICAL/SCHOOL OF MEDICAL SCIENCES.../Semester II
MEDICAL/SCHOOL OF MEDICAL SCIENCES.../Semester I & II
MEDICAL/SCHOOL OF MEDICAL SCIENCES.../KSCP
HEALTH
HEALTH/SCHOOL OF HEALTH SCIENCES
HEALTH/SCHOOL OF HEALTH SCIENCES/Semester I
HEALTH/SCHOOL OF HEALTH SCIENCES/Semester II
HEALTH/SCHOOL OF HEALTH SCIENCES/Semester I & II
HEALTH/SCHOOL OF HEALTH SCIENCES/KSCP
OTHERS
OTHERS/INSTITUTE OF NANO OPTOELECT...
OTHERS/INSTITUTE OF NANO OPTOELECT.../Semester I
OTHERS/INSTITUTE OF NANO OPTOELECT.../Semester II
OTHERS/INSTITUTE OF NANO OPTOELECT.../Semester I & II
OTHERS/SPLIT COURSES
OTHERS/SPLIT COURSES/Semester I
OTHERS/SPLIT COURSES/Semester II
OTHERS/SPLIT COURSES/Semester I & II
OTHERS/INSTITUTE FOR RESEARCH IN M...
OTHERS/INSTITUTE FOR RESEARCH IN M.../Semester I
OTHERS/INSTITUTE FOR RESEARCH IN M.../Semester II
OTHERS/INSTITUTE FOR RESEARCH IN M.../Semester I & II
OTHERS/INSTITUTE FOR RESEARCH IN M.../KSCP
OTHERS/COLLABORATIVE MICROELECTRON...
OTHERS/COLLABORATIVE MICROELECTRON.../Semester I
OTHERS/COLLABORATIVE MICROELECTRON.../Semester II
OTHERS/CENTRE FOR ISLAMIC DEVELOPM...
OTHERS/CENTRE FOR ISLAMIC DEVELOPM.../Semester I
OTHERS/CENTRE FOR ISLAMIC DEVELOPM.../Semester II
OTHERS/CENTRE FOR ISLAMIC DEVELOPM.../Semester I & II
OTHERS/NATIONAL ADVANCED IPV6 CENT...
OTHERS/NATIONAL ADVANCED IPV6 CENT.../Semester I
OTHERS/NATIONAL ADVANCED IPV6 CENT.../Semester II
OTHERS/WOMEN'S DEVELOPMENT RESEARC...
OTHERS/WOMEN'S DEVELOPMENT RESEARC.../Semester I
OTHERS/CENTRE FOR GLOBAL SUSTAINAB...
OTHERS/CENTRE FOR GLOBAL SUSTAINAB.../Semester I
OTHERS/CENTRE FOR GLOBAL SUSTAINAB.../Semester II
OTHERS/ADVANCED MEDICAL & DENT...
OTHERS/ADVANCED MEDICAL & DENT.../Semester I
OTHERS/ADVANCED MEDICAL & DENT.../Semester II
OTHERS/ADVANCED MEDICAL & DENT.../Semester I & II
OTHERS/ADVANCED MEDICAL & DENT.../KSCP
OTHERS/CO-CURRICULUM
OTHERS/CO-CURRICULUM/Semester I
OTHERS/CO-CURRICULUM/Semester II
OTHERS/CO-CURRICULUM/Semester I & II
OTHERS/CENTRE FOR DRUG RESEARCH
OTHERS/CENTRE FOR DRUG RESEARCH/Semester I
OTHERS/CENTRE FOR ARCHAELOGICAL RE...
OTHERS/CENTRE FOR ARCHAELOGICAL RE.../Semester I
OTHERS/CENTRE FOR ARCHAELOGICAL RE.../Semester II
OTHERS/CENTRE FOR INSTRUCTIONAL TE...
OTHERS/CENTRE FOR INSTRUCTIONAL TE.../Semester I
OTHERS/CENTRE FOR INSTRUCTIONAL TE.../Semester II
OTHERS/CENTRE FOR INSTRUCTIONAL TE.../Semester I & II
OTHERS/CENTRE FOR INSTRUCTIONAL TE.../KSCP
OTHERS/CENTRE FOR POLICY RESEARCH ...
OTHERS/CENTRE FOR POLICY RESEARCH .../Semester I
OTHERS/CENTRE FOR POLICY RESEARCH .../Semester II
New Course
Home Course Archive Collapse Expand
Sidang 2022/2023 Sidang 2021/2022 Sidang 2020/2021
Course Search ePortfolio Mahara Helpdesk Collapse Expand
Contact Us Elearn USM Support Center
THIS PORTAL IS ELEARN PORTAL ACADEMIC SESSION 2023/2024, FOR NEW ACADEMIC SESSION 2024/2025 PORTAL CLICK HERE


Dear Lecturers/Students,
This is eLearn@USM Portal - Academic Session 2023/2024.

Please do note the following opening date for eLearn@USM Portal - Academic Session 2024/2025:
Lecturers: 30 September 2024
Students: 07 October 2024

To go to eLearn@USM Portal - Academic Session 2024/2025, click here

  1. APPLIED SCIENCES
  2. SCHOOL OF COMPUTER SCIENCES
  3. Summary

Course info

CPC251W PEMBELAJARAN MESIN DAN KECERDASAN KOMPUTAN (MACHINE LEARNING AND COMPUTATIONAL INTELLIGENCE)

  • Lecturer: PROFESOR MADYA DR. MOHD HALIM BIN MOHD NOOR
Skill Level: Beginner

You are not logged in. (Log in)
Get the mobile app
Powered by Moodle
Contact Us
Contact Us

Need Help?
Call :  +604-6534472
Email : elearn@usm.my

Reference
Moodle Docs (Version 4.1)
Client Requirement
Panopto Support
Elearn@USM Guides
Reference

Useful Link
Official USM Website
Campus Online
CDAE's Website
PPKT's Website
Useful Link

Privacy Policy Terms & Conditions
Best viewed using any browsers with resolution of 1280 x 720 or higher.

Copyrights Content