Myanmar Institute of Business

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Diploma in Artificial Intelligence

Program

Diploma in Artificial Intelligence
Teaching hour 2 hrs. per session x 2 sessions per week
Duration 3 months teaching
Program fee 450,000 MMK per program

Lecturer

Mr. Thu Ta Naing

  • BSc (Hons) Business IT, University of Greenwich UK
  • 2nd Prize in World, Level 5 Diploma in Computing UK
  • Global High Achiever, Level 4 Diploma in Computing UK

Module Outline

  • Introduction to Python Programming & Artificial Intelligence
  • AI Concepts: Machine Learning, Deep Learning and Artificial Neural Networks
  • Data Visualization Techniques with Python (Seaborn, Matplotlib, Pandas)
  • Machine Learning Types: Supervised, Unsupervised and Reinforcement Learning
  • Financial Engineering Concepts
  • Applying the Google “Tensor flow” Deep Learning Platform
  • Application of Machine Learning Algorithms: Linear Regression, Logistics Regression, K Nearest Neighbors, Decision Trees and Random Forests, K Means Clustering, Principal Component Analysis, Algorithmic trading
  • Application of Deep Learning Algorithms: Perceptron, Convolutional Neural Networks, Recurrent Neural Network, Auto Encoders, Generative Adversarial Networks
  • Business and Finance Related Projects with AI
  • AI CHALLENGE Projects by Students
  • Further study on AI

Assessment

  • Attendance 15%, Extra Curriculum 15% (Teaching sessions)
  • Group assignment or Group Presentation 30% (Group of 3 to 5 Persons)
  • Due Date: 2 weeks before the last day of class
  • Closed booked quizzes 40%
    1. (1) 40 Multiple Choice of 3 Answers - 1 hours
    2. (2) Exam Date: 2 weeks after the end of class
    3. (3) Total result 100%
    4. (4) 75% to 100% - Distinction
    5. (5) 50% and above - Passed
    6. (6) 49% and below - Failed
    7. (7) Result will be out within 2 weeks after the quiz exam
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