{"product_id":"b09bnydh5f","title":"Machine Learning With Python For Beginners: A Step-By-Step Guide with Hands-On Projects (Learn Coding Fast with Hands-On Project Book 7)","description":"\u003cp\u003eA Step-By-Step Beginner's Guide to Machine Learning\u003c\/p\u003e\n\n\u003cp\u003eHave you always been curious about machine learning but do not know where to start. Or perhaps your new job requires you to learn machine learning but you are overwhelmed with all the information available online.\u003c\/p\u003e\n\n\u003cp\u003eWhat is machine learning? What is Scikit-Learn? What does the fit() method that you see on so many online tutorials do?\u003c\/p\u003e\n\n\u003cp\u003eDoes machine learning seem like a black-box to you?\u003c\/p\u003e\n\n\u003cp\u003eThis book is for you.\u003c\/p\u003e\n\n\u003cp\u003eYou no longer have to spend hours watching videos online or reading through tutorials that assume you are familiar with essential scientific and machine learning libraries in Python. This book answers all the questions above and more.\u003c\/p\u003e\n\n\u003cp\u003ePre-Requisites\u003c\/p\u003e\n\n\u003cp\u003eThe book assumes that you are familiar with basic Python, especially with the concept of object-oriented programming in Python. If you are not familiar, you can check out my introductory book Learn Python in one day and Learn It Well (2nd Edition) available at https:\/\/www.amazon.com\/dp\/1546488332.\u003c\/p\u003e\n\n\u003cp\u003eWhat this book offers?\u003c\/p\u003e\n\n\u003cp\u003eMachine Learning for Beginners\u003c\/p\u003e\n\n\u003cp\u003eComplex concepts are broken down into simple steps and examples are carefully chosen to illustrate each concept. Mathematical concepts are explained without complicated notations and formulas.\u003c\/p\u003e\n\n\u003cp\u003eHands-On Approach\u003c\/p\u003e\n\n\u003cp\u003eCountless examples are provided for you to try out in each chapter, so that you can understand exactly what different machine learning methods do.\u003c\/p\u003e\n\n\u003cp\u003eSystematic Approach\u003c\/p\u003e\n\n\u003cp\u003eA systematic approach is taken to provide you with the background knowledge needed before covering advanced concepts.\u003c\/p\u003e\n\n\u003cp\u003eHow is this book different?\u003c\/p\u003e\n\n\u003cp\u003eThe best way to learn anything is by doing.\u003c\/p\u003e\n\n\u003cp\u003eThis book includes three hands-on projects at the end of the book for you to apply and practice all the concepts taught previously.\u003c\/p\u003e\n\n\u003cp\u003eWorking through the projects will not only give you an immense sense of achievement, it'll also help you retain the knowledge and solidify your understanding.\u003c\/p\u003e\n\n\u003cp\u003eWhether you are an aspiring data scientist or just curious about machine learning, the book is designed to help you grasp the fundamental concepts of machine learning in a systematic and step-by-step fashion.\u003c\/p\u003e\n\n\u003cp\u003eAre you ready to dip your toes into the exciting world of Machine Learning? This book is for you. Click the Add to Cart button to buy it now.\u003c\/p\u003e\n\n\u003cp\u003eWhat you'll learn:\u003c\/p\u003e\n\n\u003cp\u003eWhat is Machine Learning What is supervised, unsupervised, and reinforcement learning How to use the NumPy and pandas library How to use matplotlib to plot charts What is the Scikit-Learn library? What do the fit() and transform() methods do How to pre-process our data How to use pipelines and column transformers to streamline our code How to evaluate our models What is a confusion matrix and how to interpret it What is regression, classification, and clustering What is the theory behind the linear regression, poly regression, decision tree, random forest, SVM, and k-means clustering algorithms How to do a grid search to find the best hyperparameters What is regularization How to reduce the dimensions of our dataset and more...\u003c\/p\u003e\n\n\u003cp\u003eFinally, you'll be guided through three hands-on projects that require the application of all the topics covered.\u003cbr\u003e\nClick the Add to Cart button now to start learning machine learning and build your own models.\u003c\/p\u003e","brand":"ANT","offers":[{"title":"Ebook","offer_id":67883301044469,"sku":"YSL28752","price":5.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/8774\/8597\/files\/81tAyTAZenL._SY1500.jpg?v=1793285084","url":"https:\/\/www.newbooks.store\/products\/b09bnydh5f","provider":"NewBooks","version":"1.0","type":"link"}