Applied AI and Machine Learning for Beginners
Allan Murray
Applied AI and Machine Learning for Beginners is a comprehensive guide designed to introduce readers to the exciting world of artificial intelligence and machine learning. Whether you're a student, professional, or curious enthusiast, this book offers a clear, step-by-step approach to understanding and applying AI and machine learning concepts, even if you have no prior experience in the field.
Starting with the basics, the book covers the essential theories behind AI and machine learning, breaking down complex concepts into easy-to-understand language. You'll explore popular algorithms, data preparation techniques, and tools such as Python, TensorFlow, and Scikit-learn, all with hands-on examples to build your confidence.
In addition to theory, this book emphasizes real-world application. Through practical projects and tutorials, you’ll learn how to work with datasets, build models, and solve problems using AI and machine learning techniques. You’ll also discover how these technologies are transforming industries such as healthcare, finance, and automation.
By the end of this book, you'll have a solid foundation in AI and machine learning and the practical skills needed to start building your own models. Whether you're aiming to pursue a career in this growing field or simply want to understand how AI and ML are shaping the future, Applied AI and Machine Learning for Beginners is the perfect starting point.
Duration - 2h 41m.
Author - Allan Murray.
Narrator - Ray Collins.
Published Date - Tuesday, 16 January 2024.
Copyright - © 2024 Allan Murray ©.
Location:
United States
Description:
Applied AI and Machine Learning for Beginners is a comprehensive guide designed to introduce readers to the exciting world of artificial intelligence and machine learning. Whether you're a student, professional, or curious enthusiast, this book offers a clear, step-by-step approach to understanding and applying AI and machine learning concepts, even if you have no prior experience in the field. Starting with the basics, the book covers the essential theories behind AI and machine learning, breaking down complex concepts into easy-to-understand language. You'll explore popular algorithms, data preparation techniques, and tools such as Python, TensorFlow, and Scikit-learn, all with hands-on examples to build your confidence. In addition to theory, this book emphasizes real-world application. Through practical projects and tutorials, you’ll learn how to work with datasets, build models, and solve problems using AI and machine learning techniques. You’ll also discover how these technologies are transforming industries such as healthcare, finance, and automation. By the end of this book, you'll have a solid foundation in AI and machine learning and the practical skills needed to start building your own models. Whether you're aiming to pursue a career in this growing field or simply want to understand how AI and ML are shaping the future, Applied AI and Machine Learning for Beginners is the perfect starting point. Duration - 2h 41m. Author - Allan Murray. Narrator - Ray Collins. Published Date - Tuesday, 16 January 2024. Copyright - © 2024 Allan Murray ©.
Language:
English
Opening Credits
Duración:00:00:24
Introduction
Duración:00:19:18
Chapter 1 getting started with ai and
Duración:00:12:34
Chapter 2 setting up your environment
Duración:00:26:38
Chapter 3 understanding data
Duración:00:11:49
Chapter 4 exploring basic algorithms
Duración:00:24:38
Chapter 5 building your first model
Duración:00:14:58
Chapter 6 advanced techniques
Duración:00:19:52
Chapter 7 deploying ai models
Duración:00:11:17
Chapter 8 ethical considerations and
Duración:00:09:29
Conclusion
Duración:00:10:25
Ending Credits
Duración:00:00:25