{"product_id":"mastering-machine-learning-build-your-first-predictive-model-a-step-by-step-guide-to-getting-started-with-machine-learning-and-ai-9798263028152","title":"Mastering Machine Learning: Build Your First Predictive Model: A Step-by-Step Guide to Getting Started with Machine Learning and AI","description":"\u003cp\u003e • Author(s): Timo Dorn | Benno Wenzel\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMaster Machine Learning - From Zero to Your First Predictive Model\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eMachine learning is no longer a tool reserved for tech giants. Today, anyone with curiosity, data, and a laptop can build predictive models that drive smarter decisions in business, healthcare, finance, and beyond.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMastering Machine Learning: Build Your First Predictive Model\u003c\/b\u003e is your \u003cb\u003estep-by-step guide\u003c\/b\u003e to understanding machine learning concepts and applying them through practical projects. With hands-on tutorials, clear explanations, and real-world case studies, this book gives you the skills and confidence to create models that work.\u003c\/p\u003e\u003cp\u003eInside, you'll discover: \u003cbr\u003e✔️ The foundations of \u003cb\u003eAI, machine learning, and deep learning\u003c\/b\u003e explained in plain language.\u003cbr\u003e✔️ How to collect, prepare, and clean data for accurate models.\u003cbr\u003e✔️ Exploratory Data Analysis (EDA) and visualization techniques with Python.\u003cbr\u003e✔️ Building \u003cb\u003eclassification and regression models\u003c\/b\u003e including logistic regression, decision trees, and gradient boosting.\u003cbr\u003e✔️ Feature engineering, pipelines, and hyperparameter tuning.\u003cbr\u003e✔️ Debugging models and avoiding common pitfalls.\u003cbr\u003e✔️ Ensemble methods and boosting techniques like Random Forests and LightGBM.\u003cbr\u003e✔️ Deploying your models with \u003cb\u003eFastAPI, Docker, and MLOps basics\u003c\/b\u003e.\u003cbr\u003e✔️ Auditing models for \u003cb\u003efairness, ethics, and explainability\u003c\/b\u003e.\u003cbr\u003e✔️ Real-world case studies in manufacturing, healthcare, and logistics.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll not only understand machine learning theory but also have a portfolio of working projects to showcase your skills.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47576546902167,"sku":"9798263028152","price":1881.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798263028152.webp?v=1774901067","url":"https:\/\/atlanticbooks.com\/products\/mastering-machine-learning-build-your-first-predictive-model-a-step-by-step-guide-to-getting-started-with-machine-learning-and-ai-9798263028152","provider":"Atlantic Books","version":"1.0","type":"link"}