Python for AI: A Beginner's Guide to Grasping AI Concepts and Developing Basic Machine Learning and Data Science Applications with Python - Softcover

Inhaltsangabe

Unlock the world of Artificial Intelligence (AI) with Python for AI: A Beginner's Guide to Grasping AI Concepts and Developing Basic Machine Learning and Data Science Applications with Python. Designed for beginners, this comprehensive guide demystifies the complexities of AI, offering a clear and engaging introduction to its fundamental concepts and practical applications. In this book, you will: Discover AI Fundamentals: Explore the core principles of AI, machine learning, and data science. Understand how AI systems work, from basic algorithms to advanced neural networks. Learn Python from Scratch: Start with Python basics and gradually build up to more advanced topics. No prior programming experience is required. Hands-On Projects: Apply your knowledge through practical projects that cover real-world scenarios, such as predicting housing prices, recognizing images, and analyzing social media sentiment. Step-by-Step Guidance: Follow clear, concise instructions with detailed explanations and code examples. Each chapter builds on the previous one, ensuring a smooth learning curve. Tools and Libraries: Get introduced to essential Python libraries like NumPy, pandas, scikit-learn, and TensorFlow. Learn how to leverage these tools to streamline your AI and data science projects. Problem-Solving Skills: Develop critical thinking and problem-solving skills by tackling various challenges and exercises designed to reinforce your understanding. Whether you are a student, a professional looking to switch careers, or an enthusiast eager to dive into the world of AI, this book provides the knowledge and tools you need to get started. Embark on your AI journey today with Python for AI and transform your ideas into innovative solutions.

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