عنوان

Artificial intelligence and machine learning fundamentals /

شابک

1789809207

شابک

9781789809206

شابک اشتباه

9781789801651

عنوان اصلي

Artificial intelligence and machine learning fundamentals /

نام عام مواد

[Book]

نام نخستين پديدآور

Zsolt Nagy.

محل نشرو پخش و غیره

Birmingham, UK :

نام ناشر، پخش کننده و غيره

Packt Publishing,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource (1 volume) :

ساير جزييات

illustrations

متن يادداشت

Create AI applications in Python and lay the foundations for your career in data science Key Features Practical examples that explain key machine learning algorithms Explore neural networks in detail with interesting examples Master core AI concepts with engaging activities Book Description Machine learning and neural networks are pillars on which you can build intelligent applications. Artificial Intelligence and Machine Learning Fundamentals begins by introducing you to Python and discussing AI search algorithms. You will cover in-depth mathematical topics, such as regression and classification, illustrated by Python examples. As you make your way through the book, you will progress to advanced AI techniques and concepts, and work on real-life datasets to form decision trees and clusters. You will be introduced to neural networks, a powerful tool based on Moore's law. By the end of this book, you will be confident when it comes to building your own AI applications with your newly acquired skills! What you will learn Understand the importance, principles, and fields of AI Implement basic artificial intelligence concepts with Python Apply regression and classification concepts to real-world problems Perform predictive analysis using decision trees and random forests Carry out clustering using the k-means and mean shift algorithms Understand the fundamentals of deep learning via practical examples Who this book is for Artificial Intelligence and Machine Learning Fundamentals is for software developers and data scientists who want to enrich their projects with machine learning. You do not need any prior experience in AI. However, it's recommended that you have knowledge of high school-level mathematics and at least one programming language (preferably Python). Downloading the example code for this book You can download the example code files for all Packt books you have purchased from your account at http://www.PacktPub.com. If you purchased this book elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you.

منبع سفارش / آدرس اشتراک

Safari Books Online

شماره انبار

CL0501000026

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Python (Computer program language)

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

COMPUTERS / General.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Python (Computer program language)

موضوع مستند نشده

COM-- 000000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Nagy, Zsolt

تاريخ عمليات

20200823060733.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y