Capstone Project in Big Data Technology

Course Description

Welcome to the Capstone Project in Big Data Technology, an exciting opportunity to apply and showcase the knowledge and skills you've acquired throughout the MicroMasters program. This intermediate-level course, offered by HKUSTx, is the culmination of your journey in big data analytics and technology. You'll have the chance to work on a real-world project of your choice, ranging from data integration and mining to Spark programming and advanced data analysis.

What students will learn from the course

• Application of big data technologies to real-life scenarios
• Development of a showcase project demonstrating comprehensive knowledge and experience
• Independent project management skills in the field of big data
• Practical implementation of data integration, data mining, and Spark programming concepts
• Advanced data analysis techniques and their real-world applications

Pre-requisites or skills necessary to complete the course

To succeed in this capstone project, students should have completed the following courses:

• Foundations of Data Analytics
• Data Mining and Knowledge Discovery
• Big Data Computing with Spark
• Mathematical Methods for Data Analysis

What the course will cover

• Selection of a project from multiple options in various big data domains
• Hands-on application of big data technologies and methodologies
• Independent research and problem-solving in a chosen area of focus
• Development of a comprehensive project report
• Code implementation and documentation
• Peer review process by Teaching Assistants

Who this course is for

This course is ideal for:

• Aspiring data scientists and big data professionals
• Students looking to transition into the field of big data technology
• Professionals seeking to enhance their skills and create a portfolio piece
• Anyone who has completed the prerequisites and wants to apply their knowledge in a practical setting

How learners can use these skills in the real world

The skills acquired in this capstone project are directly applicable to real-world scenarios in big data and data science. Learners will be able to:

• Tackle complex data challenges in various industries
• Implement big data solutions in corporate environments
• Showcase their abilities to potential employers through a completed project
• Apply data integration, mining, and analysis techniques to solve business problems
• Utilize Spark programming for large-scale data processing
• Demonstrate their capacity for independent work and project management in the field of big data