دانلود کتاب Machine Learning: Concepts, Tools and Data Visualization

Name: Machine Learning: Concepts, Tools and Data Visualization
Availability: InStock
Author: Minsoo Kang
ISBN: 9811228140,9789811228148

by Minsoo Kang, Eunsoo Choi

عنوان فارسی: یادگیری ماشینی: مفاهیم، u200bu200bابزارها و تجسم داده ها
ناشر: World Scientific Publishing Company
سال: 2021
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 296
شابک: 9811228140,9789811228148
نوع فایل: RAR دانلود نرم افزار مطالعه
حجم: 150.74 مگابایت

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جزییات کتاب

This set of lecture notes, written for those who are unfamiliar with mathematics and programming, introduces the reader to important concepts in the field of machine learning. It consists of three parts. The first is an overview of the history of artificial intelligence, machine learning, and data science, and also includes case studies of well-known AI systems. The second is a step-by-step introduction to Azure Machine Learning, with examples provided. The third is an explanation of the techniques and methods used in data visualization with R, which can be used to communicate the results collected by the AI systems when they are analyzed statistically. Practice questions are provided throughout the book.