{"product_id":"deep-learning-for-biology-harness-ai-to-solve-real-world-biology-problems","title":"Deep Learning for Biology: Harness AI to Solve Real-World Biology Problems","description":"\u003cp\u003eBridge the gap between modern machine learning and real-world biology with this practical, project-driven guide. Whether your background is in biology, software engineering, or data science, \u003cem\u003eDeep Learning for Biology\u003c\/em\u003e gives you the tools to develop deep learning models for tackling a wide range of biological problems.\u003c\/p\u003e \u003cp\u003eAuthors Charles Ravarani and Natasha Latysheva guide you through hands-on projects applying deep learning to domains like DNA, proteins, biological networks, medical images, and microscopy. Each chapter is a self-contained mini-project, with step-by-step explanations that teach you how to train and interpret deep learning models using real biological data.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eBuild models for real-world biological problems such as gene regulation, protein function prediction, drug interactions, and cancer detection\u003c\/li\u003e \u003cli\u003eApply architectures like convolutional neural networks, transformers, graph neural networks, and autoencoders\u003c\/li\u003e \u003cli\u003eUse Python and interactive notebooks for hands-on learning\u003c\/li\u003e \u003cli\u003eBuild problem-solving intuition that generalizes beyond biology\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWhether you're exploring new methods, transitioning into computational biology, or looking to make sense of machine learning in your field, this book offers a clear and approachable path forward.\u003c\/p\u003e","brand":"Natasha Latysheva, Charles Ravarani","offers":[{"title":"Paperback","offer_id":47285742305516,"sku":"9781098168032","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0684\/1791\/3068\/files\/9781098168032.jpg?v=1770418273","url":"https:\/\/intl.allstora.com\/products\/deep-learning-for-biology-harness-ai-to-solve-real-world-biology-problems","provider":"Allstora","version":"1.0","type":"link"}