Enroll Course: https://www.udemy.com/course/inteligencia-artificial-aplicada-a-biologia/
The Udemy course ‘Inteligência Artificial aplicada à biologia’ offers an innovative and practical introduction to the application of artificial intelligence (AI) in the biological sciences. Designed for a diverse audience—including biologists, students, bioinformaticians, and AI enthusiasts—the course seamlessly combines theoretical knowledge with hands-on experience.
One of the standout features of this course is its use of the free and user-friendly tool, Teachable Machine, which allows students to create and train AI models in just 30 minutes. This practical approach enables learners to grasp core concepts of machine learning and transfer learning, especially in the context of classifying snake species based on images sourced from Google Images.
Beyond the basics, the course delves into deploying AI models within web applications using Angular and deploying on cloud platforms like Heroku. This end-to-end workflow empowers students to see their models in action and adapt them to real-world problems. The case study on snake classification not only illustrates the power of transfer learning with limited data but also provides a template for similar projects in other areas of biology.
The course is well-suited for scientific initiation projects, academic work, or professional development, making it a valuable resource for those aiming to innovate in biological research through AI. The inclusion of preprints and published papers, such as the BioRxiv preprint and the upcoming publication in Revista de Informática Teórica e Aplicada, underscores the course’s commitment to research-backed content.
In summary, this course is highly recommended for anyone interested in leveraging AI to revolutionize biological data analysis, classification, and application development. It offers accessible learning, practical skills, and a platform for future scientific exploration.
Enroll Course: https://www.udemy.com/course/inteligencia-artificial-aplicada-a-biologia/