Academic Courses

Computer Science

• Database Systems
• Distributed System
• Operating System
• Data Structures and Algorithms
• Object-Oriented Design
• Computer Networks

Data Science

• Machine Learning
• Advanced Data Mining
• Computational Statistics with R
• Machine Learning for Medical Imaging
• Probability Theory and Mathematical Statistics
• Data Analysis and Regression
• Big Data Technologies
• Linear Algebra
• Applied Numerical Methods
• Optimization
• Game Theory

Financial Engineering

• Investment and Portfolio Management
• Global Financial Markets and Instruments
• Derivatives Securities
• Data Driven Marketing

Technical Skills

Programming Languages

Java, Python, C/C++, SQL, PHP, JavaScript/HTML/CSS, R, MATLAB, Shell

Databases

MySQL, MongoDB, Memcached, Redis

Tools and Frameworks

SpringBoot, Django, Hibernate, Spark, Hadoop, React, Maven, Docker Elasticsearch, Unix/Linux, AWS EC2, GCP

Data Science

PyTorch, TensorFlow, Scikit-Learn, Keras, OpenCV, Statistics, Optimization