iTa'LeEm
SEM2 CSCI 2304 Section 01, 02, AND 03 INTELLIGENT SYSTEMS
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General
Announcements
GROUP PROJECT
COURSE MATERIALS
LINK TO VIDEOS
WEEK 1 : INTRO TO IS
INTRODUCTION TO INTELLIGENT SYSTEMS
Week 1: Activity 1
Week 1: Activity 2
What is AI
WEEK 2: STATE SPACE SEARCH
REVIEW OF STATE SPACE SEARCH
WEEK 2 : Activity 1
WEEK 2 : SELF-REVIEW
Week 2 Exercise 1 : State Space Search
Week 2 : Exercise 2: A* Algorithm
WEEK 3 & 4: INTRODUCTION TO PYTHON
REVIEW ON PYTHON PROGRAMMING
WEEK 5- INTRODUCTION TO MACHINE LEARNING
REVIEW ON MACHINE LEARNING
WEEK 5 : ACTIVITY 1
Week 5 :ACTIVITY 2
SELF REVIEW
WEEK 6 : ARTIFICIAL NEURAL NETWORK
WEEK 6 : ACTIVITY 1
WEEK 6 : ACTIVITY 2
FEEDFORWARD CALCULATIONS
BACKPROPAGATION NEURAL NETWORK CALCULATIONS
NEURAL NETWORK WITH SCIKIT LEARN (COLAB / IDE)
WEEK 7 : UNSUPERVISED LEARNING & KMEANS
CLUSTERING - K MEANS
Week 7 : ACTIVITY 1
WEEK 7 : ACTIVITY 2 K-MEANS WITH SCIKIT LEARN (COLAB / IDE)
WEEK 8: REINFORCEMENT LEARNING
What is Reinforcement Learning
Quiz on Reinforcement Learning
WEEK 9 : NATURAL LANGUAGE PROCESSING
INTRODUCTION TO NLP
NLP
NLP MATERIALS
Speech Recognition
Week 9 : ACTIVITY 1: (NLP SPEECH RECOGNITION)
WEEK 10 : INTELLIGENT AGENTS
INTELLIGENT AGENTS
WEEK 10 : ACTIVITY 1
WEEK 11 : DATA ANALYTICS AND VISUALISATION
What is Data Analytics
WEEK 11: ACTIVITY 1
WEEK 12: IMAGE PROCESSING AND COMPUTER VISION
Image Processing and Computer Vision
Image Processing and Computer Vision (Practical Lab)
WEEK 12 ACTIVITY : IMAGE PROCESSING AND COMPUTER VISION
WEEK 13 : AI AND ISLAM
AI and ISLAM
LAB MATERIAL : PYTHON
Python Installation
Datacamp
Introduction to Python
Intermediate Python
QUIZ
Integrity Declaration for Quiz 2
Integrity Declaration for Quiz 3
Assignment
Assignment 1
Assignment 2
GROUP PROJECT
Group Project Submission
Quiz (ARCHIVE)
ASSIGNMENT SUBMISSION (ARCHIVE)
CLASS EXERCISE (ARCHIVE)
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Session 2023/2024 Semester 2
INFORMATION & COMMUNICATION TECHNOLOGY
CSCI 2304_010203 SEM2
Summary
SEM2 CSCI 2304 Section 01, 02, AND 03 INTELLIGENT SYSTEMS
Instructor:
AMELIA RITAHANI BT. ISMAIL 4296
Skill Level
:
Beginner