{"product_id":"developing-ai-applications-full-colour-edition","title":"Developing AI Applications (Full Colour Edition)","description":"\u003cp\u003e\u003cb\u003eDescription\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eIt’s time to get practical about AI. Move past playing around with chatbots and plugging your data into others’ applications—learn how to create your own! Walk through key AI methods like decision trees, convolutional layers, cluster analysis, and more. Get your hands dirty with simple no-code exercises and then apply that knowledge to more complex (but still beginner-friendly!) examples. With information on installing KNIME and using tools like AutoKeras, ChatGPT, and DALL-E, this guide will let you do more with AI!\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn to program your own AI applications—even if you’ve never coded before!\u003c\/li\u003e\n\u003cli\u003eGet started without code using the KNIME platform and then expand your skills by programming with basic Python\u003c\/li\u003e\n\u003cli\u003eWork with neural networks, transfer learning, anomaly detection, reinforcement learning, and more\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eAI Algorithms\u003c\/b\u003e Understand the theory and structure behind the most useful AI models and methods and how they can be used to solve problems. Learn about artificial neural networks, anomaly detections, cluster analysis, text and image classification, reinforcement learning, and other algorithms.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTools and Platforms\u003c\/b\u003e Install and use AI platforms like KNIME and Anaconda. See how tools like ChatGPT and libraries like XGBoost can enhance your AI applications.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePractical Exercises\u003c\/b\u003e Get step-by-step instructions for creating AI applications, whether you’re implementing them with no code on the KNIME platform or programming them using basic Python.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ePython\u003c\/li\u003e\n\u003cli\u003eKNIME\u003c\/li\u003e\n\u003cli\u003eChatGPT\u003c\/li\u003e\n\u003cli\u003eDALL-E\u003c\/li\u003e\n\u003cli\u003eArtificial neural networks (ANN)\u003c\/li\u003e\n\u003cli\u003eDecision trees\u003c\/li\u003e\n\u003cli\u003eConvolutional layers\u003c\/li\u003e\n\u003cli\u003eTransfer learning\u003c\/li\u003e\n\u003cli\u003eAnomaly detection\u003c\/li\u003e\n\u003cli\u003eText and image classification\u003c\/li\u003e\n\u003cli\u003eCluster analysis\u003c\/li\u003e\n\u003cli\u003eReinforcement learning\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Shroff\/Rheinwerk Computing","offers":[{"title":"Paperback","offer_id":50506760847430,"sku":"9789368081012","price":3800.0,"currency_code":"INR","in_stock":true},{"title":"E-Book","offer_id":50506760880198,"sku":"9781493226023","price":3899.0,"currency_code":"INR","in_stock":true},{"title":"Combo","offer_id":50506760912966,"sku":"9781493226030","price":5362.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9789368081012_h38n-kg.png?v=1790332508","url":"https:\/\/cb-india.com\/products\/developing-ai-applications-full-colour-edition","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}