Data Science and Artificial Intelligence: Computer Vision

Title	Data Science and Artificial Intelligence: Computer Vision
Course code	CM614-09-2024-C
Objective	"Computer Vision" focuses on how computers process pictures and videos, such as recognizing objects in pictures or videos, and is widely used in AR/VR, Autonomous Driving and other fields. CPTTM specially designed this course to popularize Artificial Intelligence applications in Computer Vision. Main content including: Introduction of the core concepts, basics and application scenarios of Deep Learning and Computer Vision Practice Computer Vision techniques through the Deep Learning framework TensorFlow
Content	Linear Algebra Recap Introduction to Machine Learning & Artificial Intelligence Introduction to TensorFlow structure & Syntaxes Introduction to Neural Network Deep Neural Network + TensorFlow Convolution Neural Network Refinement and Dataset Preparation for Real Life Image Convolution Neural Network + Transfer Learning
Assessment	At least 80% attendance and complete all in-class exercises and assessments.
Target audience	Anyone who is interested in learning Artificial Intelligence, Computer Vision, Machine Learning, TensorFlow
Prerequisite	Familiar with the Python programming language or have completed course CM540; It will be better better if you have machine learning foundation or have completed the course CM546; Basic math and statistics knowledge; Can read English materials; Please check the self-assessment.
Class size	18
Instructor	CPTTM Appointed Instructor
Handout	All training material provided by CPTTM
Instruction language	Cantonese (supplemented with English)
Handout language	English
Duration	24 hours in 8 sessions
Schedule	10:00-13:00, from Sep 14, 2024 to Oct 6, 2024 every Saturday, Sunday.
Fee	MOP2,840
Venue	Cyber-Lab (Rua Comandante Mata Oliveira, Ed. Associacao Industrial, 3-andar Macau)
Certificate	Certificate of Completion issued by CPTTM (with at least 80% attendance and passed the assessment)
PDAC code	Approved Course under the SAR Government "Continuing Education Development Program", Code: 2404150124-0
Remark	Please check out our series courses if you are interested: Introduction to Python programming Data Science: Statistical analysis of data with Python Data Science: Python Data Processing and Visualization Data Science and Artificial Intelligence: Natural Language Processing Data Science and Artificial Intelligence: Computer Vision