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Master of Science in Artificial Intelligence
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Course Outline
10 sections
1. Introduction to Artificial Intelligence
300 mins
30 topics
What is Artificial Intelligence?
Types of Artificial Intelligence
Machine Learning Basics
Natural Language Processing (NLP)
Computer Vision
2. Natural Language Processing
300 mins
30 topics
Introduction to Natural Language Processing
Text Preprocessing in NLP
Language Models in NLP
Sentiment Analysis
Named Entity Recognition (NER)
3. Computer Vision
100 mins
10 topics
Introduction to Computer Vision
Image Processing Fundamentals
Image Segmentation
Object Detection and Recognition
Convolutional Neural Networks (CNNs)
4. Reinforcement Learning
270 mins
27 topics
Introduction to Reinforcement Learning
Markov Decision Processes
Value Functions and Bellman Equations
Q-Learning
Deep Reinforcement Learning
5. Capstone Project
80 mins
8 topics
Choosing a Capstone Project Topic
Developing a Capstone Project Proposal
Conducting Literature Review for Capstone Project
Data Collection and Analysis Methods
Writing the Capstone Project Report
6. Machine Learning Fundamentals
80 mins
8 topics
Introduction to Machine Learning
Data Preprocessing
Supervised Learning
Unsupervised Learning
Model Evaluation and Selection
7. Deep Learning and Neural Networks
100 mins
10 topics
Introduction to Deep Learning
Artificial Neural Networks (ANN)
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Optimization Techniques in Deep Learning
8. AI Ethics and Bias
80 mins
8 topics
Introduction to AI Ethics
Ethical Principles in AI
Bias in AI
Fairness in AI
Accountability and Responsibility in AI
9. AI Applications and Case Studies
80 mins
8 topics
Introduction to AI Applications
AI in Healthcare
AI in Finance
AI in Marketing
AI in Transportation
10. AI Research Methods
100 mins
10 topics
Introduction to AI Research Methods
Literature Review in AI Research
Quantitative Research Methods in AI
Qualitative Research Methods in AI
Mixed-Methods Approach in AI Research