Artificial Intelligence in Bioinformatics – Online AI Course – FutureLearn
Discover the future of bioinformatics and learn how AI models of bioinformatics data help us to understand biological processes Study the use of AI machine learning and deep learning in bioinformatics This course will teach you the fundamentals of how AI is applied in the field of bioinformatics Youll explore how AI machine learning deep learning and natural language processing NPL concepts are used in the design and discovery of drugs as well as for modelling complex biological systems Learn about AI-based bioinformatics Artificial intelligence AI is transforming the field of bioinformatics On this course youll learn the basics of collecting analysing and modeling bioinformatics data using AI Youll find out how to collect and explore bioinformatics data from public resources and then use AI to analyse and model this data in order to better understand key biological processes Discover AI applications in bioinformatics research such as genome sequencing As you develop your knowledge of both the bioinformatics and artificial intelligence industries youll explore how different AI concepts are applied in bioinformatics to mathematically interpret biological data and provide statistical information Youll develop your understanding of different cases of AI-based bioinformatics research including genome sequencing protein function prediction and gene expression examination Build your AI toolkit for working in bioinformatics This course will provide you with the AI knowledge and skills you need to apply AI in practice Youll build data analytics and visualisation techniques that you can apply to a range of bioinformatics datasets and explore the latest machine learning concepts like feature engineering and feature learning Youll put your learning into practice at the end of the course when youll be asked to organise and summarise data results for an academic paper in bioinformatics thats fit for publication Overview on bioinformatics Artificial Intelligence and how to apply it to bioinformatics Feature engineering Feature learning Deep learning in bioinformatics Analyzing and visualizing data Collect and explore bioinformatics data from public resources Apply different AI models in bioinformatics data to understand a variety of biological processes Develop a standard framework for AI-based bioinformatics study that can be applied to different datasets Summarise and report the results to generate a bioinformatics paper for publication purpose
