AI and Bioinformatics: Genomic Data Analysis

Taipei Medical University via FutureLearn

Overview

Embark on an enlightening three-week journey with Taipei Medical University through the "AI and Bioinformatics: Genomic Data Analysis" course offered on FutureLearn. This program is a continuation of the "Artificial Intelligence in Bioinformatics" short course, designed to deepen your mastery of AI in the realm of bioinformatics. Engage in the practical application of AI and machine learning through case studies focussed on drug design and discovery, enhancing your ability to transform bioinformatics.

Acquire hands-on experience with WEKA, a robust Java software equipped with a suite of machine learning algorithms for effective bioinformatics data collection and analysis. This course will facilitate your exploration of AI applications in critical areas of bioinformatics research, including but not limited to genome sequencing, protein function prediction, and gene expression analysis, thereby empowering you with the skills to decode biological data and provide vital statistical insights.

Dive into the core of deep learning to comprehend how AI technologies, such as Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Natural Language Processing, mirror the data processing capabilities of the human brain. These insights are specifically tailored to their utility in bioinformatics, offering a solid foundation for your research endeavors.

As the course progresses, you'll be equipped with a comprehensive AI toolkit for bioinformatics, enabling you to utilize WEKA for professional research and contribute scholarly bioinformatics papers featuring research flowcharts and data visualization techniques. By the conclusion of this immersive course, you will possess the innovative skills necessary to advance the field of bioinformatics.

Targeted at students, biologists, and researchers eager to harness AI in studying bioinformatics data, this course builds upon your pre-existing knowledge base, ideally acquired from the precursor course "Artificial Intelligence in Bioinformatics" to ensure a well-rounded educational experience.

Delve into the intersection of AI and bioinformatics with this course, categorised under Artificial Intelligence Courses, Bioinformatics Courses, and Data Analysis Courses, crafted by the esteemed Taipei Medical University and available through FutureLearn.