[center]Mastering Python for Artificial Intelligence: Learn the Essential Coding Skills to Build Advanced AI Applications | 276 | Ward, David | 2023 | Independently published | [/align]
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Whether you're a beginner or an experienced programmer, this book will guide you through Python's intricacies and equip you with the knowledge to unleash the true potential of AI.
Mastering Python for Artificial Intelligence" offers an innovative approach encompassing three well-defined principles, ensuring an empowering learning journey for readers.
1. Practicality : The book strongly believes in the value of learning by doing. Unlike many other resources, "Mastering Python for Artificial Intelligence" immediately provides the outputs of ALL the examples. Readers won't have to wait to test the code on their computers or wonder if they are on the right track. This practical approach ensures hands-on experience, reinforcing knowledge and boosting confidence.
2. Simplicity : Learning complex subjects should be approached step by step, and "Mastering Python for Artificial Intelligence" embraces this principle. Each concept is broken down into simple and easily digestible steps. The book aims to make learning efficient and enjoyable, allowing readers to grasp a multitude of topics in the shortest possible time. Clear explanations and examples accompany the content, ensuring rapid progress and understanding.
3. Synthesis : Recognizing that starting with Python can be overwhelming, this book takes a thoughtful approach. Carefully selected topics provide a comprehensive introduction to Python, offering a solid foundation without overwhelming the reader. By presenting essential concepts in a structured manner, the book ensures broad exposure to Python and its applications in Artificial Intelligence. • Gain a solid understanding of Python's notable features and why it is the preferred language for AI development.
• Learn the step-by-step process of Python IDE installation, ensuring you have the optimal environment for AI programming.
• Explore Python programming fundamentals, including variables, statements, operators, and flow control , laying the groundwork for AI development.
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• Unleash the potential of Python classes and objects and understand how they form the building blocks of AI models and algorithms.
• Discover the wealth of Python libraries and frameworks available for AI development, such as TensorFlow, Keras, scikit-learn, and more.
• Learn how to preprocess data, train AI models , and evaluate their performance using Python's powerful AI libraries.
• Get hands-on experience with practical coding examples and exercises , allowing you to apply your newfound knowledge and solidify your skills.
• The SOLUTIONS to the exercises (but be sure to look at them only after first trying to solve the exercises on your own)
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Whether you're a beginner or an experienced programmer, this book will guide you through Python's intricacies and equip you with the knowledge to unleash the true potential of AI.
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