{"product_id":"php-and-machine-learning-a-practical-introduction-for-web-developers-a-practical-guide-to-ml-fundamentals-real-world-applications-and-python-integ-9798288737053","title":"PHP and Machine Learning: A Practical Introduction for Web Developers: A Practical Guide to ML Fundamentals, Real-World Applications, and Python Integ","description":"\u003cp\u003e • Author(s): Phiquill Publishing\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - General\u003c\/p\u003e\u003cp\u003eWhat You Will Learn in This Book\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eUnderstand the fundamentals of machine learning (ML)\u003c\/b\u003e, including supervised, unsupervised, and reinforcement learning, and their relevance to web development.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eSet up a robust PHP development environment for ML\u003c\/b\u003e, integrating essential tools like Composer and the PHP-ML library.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImplement core machine learning algorithms directly in PHP\u003c\/b\u003e using PHP-ML, covering classification (e.g., spam detection, sentiment analysis), regression (e.g., price prediction), and clustering (e.g., customer segmentation).\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMaster data preprocessing and feature engineering techniques\u003c\/b\u003e to prepare diverse datasets for ML models, including handling missing data, normalization, and text preprocessing.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePerform advanced data acquisition and manipulation using core PHP\u003c\/b\u003e, reading from various sources like CSV, JSON, XML, databases, and APIs, and efficiently cleaning and transforming data.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eSeamlessly integrate PHP applications with powerful Python-based ML services\u003c\/b\u003e, leveraging popular frameworks like Scikit-learn, TensorFlow, and PyTorch.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImplement various PHP-Python integration strategies\u003c\/b\u003e, including executing Python scripts, consuming REST APIs, utilizing message queues for asynchronous tasks, and understanding gRPC for high-performance communication.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDesign and build hybrid PHP\/Python applications\u003c\/b\u003e through practical case studies, demonstrating how to combine PHP for frontend and data management with Python for complex ML model training and serving.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eGain insights into advanced ML topics\u003c\/b\u003e such as deep learning and natural language processing, understanding when and how to integrate these capabilities into your PHP projects.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLearn best practices for deploying and maintaining ML models\u003c\/b\u003e within PHP applications, including saving\/loading models and monitoring performance.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDevelop an awareness of the limitations of PHP in ML and ethical considerations\u003c\/b\u003e, ensuring responsible and informed application of machine learning in your projects.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47594875814039,"sku":"9798288737053","price":1463.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798288737053.webp?v=1774987574","url":"https:\/\/atlanticbooks.com\/products\/php-and-machine-learning-a-practical-introduction-for-web-developers-a-practical-guide-to-ml-fundamentals-real-world-applications-and-python-integ-9798288737053","provider":"Atlantic Books","version":"1.0","type":"link"}