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Developing AI Applications: Beginner-Friendly Guide to Building AI Solutions from Scratch with No-Code Tools (Rheinwerk Computing)
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Unlock the Power of AI: From No-Code Development to Python Programming!
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- Unlock the Power of AI: From No-Code Development to Python Programming!Don't just watch AI change the world—be part of it. This practical guide will show you how to create your own AI solutions from scratch, even if you've never written a line of code. Move beyond experimenting with chatbots and explore key AI techniques like decision trees, convolutional layers, cluster analysis, and more. Through hands-on exercises and real-world projects, you’ll gain the skills needed to get started with AI development using popular tools such as KNIME, AutoKeras, ChatGPT, and DALL-E.What You’ll Learn: AI for Beginners: Learn to build AI applications even if you have zero coding experience, with a step-by-step approach guiding you from no-code tools to programming with basic Python. AI Algorithms: Understand the theory behind neural networks, transfer learning, anomaly detection, reinforcement learning, text and image classification, and more. See how these techniques solve real-world problems.Practical AI Development: Get hands-on experience creating AI models, whether through code-free platforms or by coding with Python. Explore practical projects that include anomaly detection, text classification, and decision trees. Tools and Techniques: Install and use AI platforms like KNIME and Anaconda, and see how AutoML tools and libraries like XGBoost can enhance your applications. Why This Book?Empower yourself with AI skills that can open new career opportunities. With information on installing and using essential tools like KNIME and Python, you’ll start with no-code exercises and progress to more complex (but still beginner-friendly!) projects. The guide’s practical approach ensures that even if you’ve never coded before, you’ll learn to build AI applications that make a difference.Get started on your AI journey today—take the first step toward becoming an AI creator!
| Publisher | Rheinwerk Computing |
| Publication date | June 25, 2024 |
| Edition | New |
| Language | English |
| Print length | 435 pages |
| ISBN-10 | 1493226010 |
| ISBN-13 | 978-1493226016 |
| Item Weight | 1.58 pounds (720 grams) |
| Dimensions | 7 x 1 x 10 inches (17.8 x 2.5 x 25.4 cm) |
Who Should Buy?
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Beginners in AI
Individuals with no prior AI knowledge seeking an easy introduction to creating AI solutions using no-code tools.
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Educators and Trainers
Teachers looking for resources to introduce AI concepts without requiring advanced coding knowledge for students.
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Entrepreneurs and Business Owners
Small business owners wanting to implement AI in their operations without extensive technical expertise or resources.
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Advanced AI Developers
Experienced developers seeking in-depth coding techniques and advanced AI methodologies will find the content too basic.
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Preguntas y respuestas de los clientes
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Pregunta:
Do I need any coding experience to start this course?
Respuesta: No, this guide is designed for beginners with no coding experience. -
Pregunta:
What tools will I learn to use?
Respuesta: You will learn to use tools like KNIME, AutoKeras, ChatGPT, and DALL-E. -
Pregunta:
Will I be able to create real AI applications?
Respuesta: Yes, you'll work on practical projects that allow you to build real AI applications.
Intelligence & Semantics Editorial Review
tical foundations with practical application, making it an invaluable resource for both beginners stepping into the world of AI and experienced developers wishing to expand their skills. The engaging writing style, clear structure, and well-rounded coverage of topics ensure that readers leave with a thorough understanding of the principles and practices necessary to develop AI solutions. Particularly noteworthy is its emphasis on practical applications and deployment, which many readers find lacking in other texts. This book effectively bridges the gap between theory and real-world implementation, making it a recommended addition to the library of anyone looking to harness the power of artificial intelligence. ###
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ventajas
- Comprehensive and beginner-friendly guide to AI development.
- Clear structure and easy-to-follow chapters build knowledge progressively.
- Hands-on approach with practical examples and step-by-step instructions.
- Engaging writing style that is clear and accessible without jargon.
- Includes insights on deployment and practical application of AI models.
- Valuable for both beginners and seasoned developers looking to learn about AI. ###
Contras
- Some sections may be challenging for complete beginners.
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características y beneficios
- Start your AI journey with no prior coding experience.
- Learn key AI techniques like decision trees and convolutional layers.
- Gain hands-on experience with practical projects and exercises.
- Use popular tools such as KNIME, AutoKeras, ChatGPT, and DALL-E.
- Empower yourself with AI skills for new career opportunities.
- Progress from no-code solutions to basic Python programming.
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