"AI and Machine Learning for Coders" by Laurence Moroney is a practical guide specifically created for developers who want to master Artificial Intelligence (AI) and Machine Learning (ML). The book offers step-by-step instructions allowing quick application of AI and ML in real projects.
The author focuses on making complex concepts accessible to people with basic programming skills. The publication combines clear explanations and practical examples, which accelerates learning and provides the opportunity to apply AI and ML technologies from the first chapters.
Download the book "AI and Machine Learning for Coders" by Laurence Moroney in PDF for free right now and start deepening your knowledge in one of the most promising areas of technology.
Who is this book recommended for?
- Programmers with basic Python knowledge — You'll get the necessary foundation to start implementing AI and ML in projects without deep knowledge of mathematics.
- Mobile and web application developers — The guide will help integrate artificial intelligence elements into applications, making them more functional.
- Data engineers — The manual provides key tools for working with big data and analyzing it using machine learning.
- Specialists wanting to change direction — If you want to transition from traditional development to the AI field, this guide will be your navigator.
What's inside "AI and Machine Learning for Coders", 1st edition by Laurence Moroney?
- Machine learning basics — The author explains basic ML concepts, making them accessible to developers.
- Working with TensorFlow — Detailed guide on working with the popular library for creating AI models.
- Creating neural network models — You'll learn to build and train neural network models from scratch.
- Real examples of AI application — The manual offers several real cases on integrating AI into practical tasks.
- Data processing and analysis — Detailed description of working with large volumes of data for subsequent analysis.
- Ethics and risks of AI — Important aspects related to the responsible use of artificial intelligence.
More About the Author of the Book
FAQ for "AI and Machine Learning for Coders"
What skills are necessary to work with the manual?
You should have basic programming skills in Python, as well as a general understanding of working with data. Deep mathematical knowledge is not required, as the author simplifies the explanation of complex topics.
Are there code examples in the book?
Yes, the publication includes numerous code examples that can be immediately used in your projects. All examples are based on real tasks and show how to use AI and ML in various scenarios.
Can I use the book if I've never done machine learning before?
Yes, it's designed for those who have no experience with AI and ML. The author explains each topic step by step, making it accessible for beginners.
How long will it take to master the material?
It all depends on your current level of knowledge and learning intensity. However, thanks to the clear structure and practical examples, you'll be able to start applying machine learning methods within a few weeks.
Is the guide suitable for commercial projects?
Yes, the methodologies and tools outlined by the author can be used for developing commercial projects. The book is oriented towards applying knowledge in real conditions, so its recommendations are also useful for business.
What role does TensorFlow play in the book?
TensorFlow is one of the key technologies presented in the book. The author teaches you to use this library for creating and training AI models, which makes working with machine learning simpler and more efficient.
Information
| Author: | Laurence Moroney | Language: | English |
| Publisher: | O'Reilly Media | ISBN-13: | 978-1492078197 |
| Publication Date: | November 10, 2020 | ISBN-10: | 1492078190 |
| Print Length: | 390 pages |
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*The book is taken from free sources and is presented for informational purposes only. The contents of the book are the intellectual property of the author and express his views. After reading, we insist on purchasing the official publication on Amazon!