{"product_id":"machine-learning-with-python-a-practical-beginners-guide-9781686658495","title":"Machine Learning with Python: A Practical Beginners' Guide","description":"\u003cb\u003eReady to add Machine Learning to your skill stack?\u003c\/b\u003eAs the second title in the \u003ci\u003eMachine Learning From Scratch\u003c\/i\u003e series, this book teaches you \u003cb\u003ehow to code\u003c\/b\u003e machine learning models in Python. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eBy working on different projects with repeatable steps, you will have the blueprints and the effective strategies to code and design prediction models using your own data.\u003c\/b\u003e\u003cp\u003e\u003c\/p\u003e\u003cb\u003eWho is this book for?\u003c\/b\u003eThe book is designed for beginners with basic background knowledge of machine learning, including common algorithms such as logistic regression and decision trees. For a gentle explanation of machine learning theory minus the code, we suggest reading the first book in this series \u003cb\u003e\u003ci\u003eMachine Learning for Absolute Beginners (Third Edition)\u003c\/i\u003e\u003c\/b\u003e, which is written for a more general audience.\u003cp\u003e\u003c\/p\u003e\u003cb\u003eIn this step-by-step guide you will learn: \u003c\/b\u003e- \u003cb\u003eHow to code\u003c\/b\u003e a machine learning prediction model using a range of algorithms including logistic regression, gradient boosting, and decision trees.\u003cbr\u003e- \u003cb\u003eHow to install\u003c\/b\u003e a development environment and use the programming language Python to code 10 different models.\u003cbr\u003e- How to write your model \u003cb\u003ein the least amount of code possible\u003c\/b\u003e with the help of Pandas, Scikit-learn, Matplotlib, and Seaborn.\u003cbr\u003e- \u003cb\u003eHow to visualize\u003c\/b\u003e relationships in your dataset including Heatmaps and Pairplots with just a few lines of code.\u003cbr\u003e","brand":"Independently Published","offers":[{"title":"Default Title","offer_id":50553706676498,"sku":"9781686658495","price":13.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_83e21c58-af1a-475f-b300-9150e3e66f06.jpg?v=1731702482","url":"https:\/\/surprise-castle.myshopify.com\/products\/machine-learning-with-python-a-practical-beginners-guide-9781686658495","provider":"Surprise Castle","version":"1.0","type":"link"}