Mastering AI with Python: From Machine Learning Basics to Building Real World AI Applications - Tapa blanda

Sinopsis

Harness the Power of AI — with the Language of the Future.

Mastering AI with Python is a hands-on, step-by-step guide to learning the core principles of artificial intelligence and applying them using Python, the most popular language in AI today. Whether you’re a beginner or a developer transitioning into AI, this book equips you with the tools, libraries, and real-world techniques to build intelligent systems that learn, adapt, and solve real problems.

You’ll cover everything from machine learning fundamentals to building AI-powered applications with tools like Scikit-learn, TensorFlow, Keras, OpenCV, and Natural Language Toolkit (NLTK). With projects covering computer vision, NLP, recommendation systems, and more, you’ll gain the confidence to deploy your own AI solutions in production.

✅ Fundamentals of AI and how machines learn
✅ Supervised and unsupervised machine learning with Scikit-learn
✅ Deep learning with TensorFlow and Keras
✅ Natural language processing (NLP) with NLTK and spaCy
✅ Image processing and computer vision with OpenCV
✅ Building intelligent chatbots and virtual assistants
✅ Creating recommendation engines
✅ Training, evaluating, and tuning models
✅ AI project structure, data pipelines, and deployment
✅ Ethical AI principles and bias mitigation

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