Advanced Certificate in Applied Data Science and Analytics (II) Module 1: Advanced Machine Learning (Synchronous E-Learning)
About This Course
Module 1 is designed to equip participants with the essential skills and knowledge to machine learning using cloud services. Whether the participant is a beginner or aiming to enhance their data science capabilities, this module covers a wide range of topics. It ensures that participants gain proficiency in both foundational principles and advanced techniques of machine learning. By the end of the module, participants will be equipped with the expertise needed to effectively harness the power of cloud-based machine learning tools and techniques.
What You'll Learn
• Understand the fundamentals of cloud computing and cloud machine learning services
• Learn how to deploy machine learning in cloud
• Know how to select suitable artificial intelligence/machine learning algorithm based on problem understanding
• Learn to implement basic to advanced artificial neural network algorithms for structured tabular data and unstructured textual data
• Learn how to evaluate the output of applied methodologies for assessment of output quality
Entry Requirements
This programme is structured to provide a comprehensive learning experience. Participants are required to complete the modules in the designated sequence to ensure a solid understanding of each topic before moving on to the next.