A:Medical Image Analysis
-Students will learn about the importance of informatics to the clinical practice of radiology, the unique types of data encountered, relevant data and transactional standards, the growing role of artificial intelligence in radiology, and the challenges faced by imaging informaticists around the globe. This course is geared to any student interested in imaging informatics, and does not require prior training or experience in medicine or medical imagingStudents will learn the basics of Computer Vision with an emphasis on the special challenges of automated medical image analysis for clinical healthcare and medical research. Students will be required to visually assess the images, and work with key Machine Learning technology to interpret data on the actual medical image scans.
B: Database & Information Systems
-We will study the relational data model; SQL; database design using the Entity-Relationship model and relational design theory; transactions and updates; efficient storage of data; indexes; query execution and query optimization; and “big data” and NoSQL systems.-baidu 1point3acres
已完成的课程:. 1point 3 acres
Machine Learning for Data Science
Statistics for Data Science.
Big Data Analytics.google и
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Introduction to Software Development
Mathematical Foundations of Computer Science
Introduction to Computer Systems
Data Structures & Software Design
Computer Systems Programming
Algorithms & Computation