Build Your Own Neural Network Today!: With step by step instructions showing you how to build them faster than you imagined possible using R
暫譯: 今天就建立自己的神經網絡!:逐步指導您如何使用 R 更快地構建它們,超出您的想像
Dr. N D Lewis
- 出版商: CreateSpace Independ
- 出版日期: 2015-11-18
- 售價: $1,440
- 貴賓價: 9.5 折 $1,368
- 語言: 英文
- 頁數: 226
- 裝訂: Paperback
- ISBN: 1519101236
- ISBN-13: 9781519101235
無法訂購
相關主題
商品描述
BUILD YOUR OWN NEURAL NETWORK TODAY!
With an EASY to follow process showing you how to build them FASTER than you imagined possible using R
About This Book
This rich, fascinating, accessible hands on guide, puts neural networks firmly into the hands of the practitioner. It reveals how they work, and takes you under the hood with an easy to follow process showing you how to build them faster than you imagined possible using the powerful, free R predictive analytics package. Everything you need to get started is contained within this book. It is your detailed, practical, tactical hands on guide. To accelerate your success, it contains exercises with fully worked solutions also provided. Once you have mastered the process, it will be easy for you to translate your knowledge into other powerful applications.
A book for everyone interested in machine learning, predictive analytics, neural networks and decision science. Here is what it can do for you:
SAVE TIME: Imagine having at your fingertips easy access to the very best neural network models without getting bogged down in mathematical details. In this book, you'll learn fast effective ways to build powerful neural network models easily using R.
LEARN EASILY: Build Your Own Neural Network TODAY! Contains an easy to follow process showing you how to build the most successful neural networks used for learning from data; use this guide and build them easily and quickly.
BOOST PRODUCTIVITY: Bestselling author and data scientist Dr. N.D. Lewis will show you how to build neural network models in less time than you ever imagined possible! Even if you're a busy professional, a student or hobbyist with little time, you will rapidly enhance your knowledge.
EFFORTLESS SUCCESS: By spending as little as 10 minutes a day working through the dozens of real world examples, illustrations, practitioner tips and notes, you'll be able to make giant leaps forward in your knowledge, broaden your skill-set and generate new ideas for your own personal use.
ELIMINATE ANXIETY: Forget trying to master every single mathematical detail, instead your goal is to simply to follow the process using real data that only takes about 5 to 15 minutes to complete. Within this process is a series of actions by which the neural network model is explained and constructed. All you have to do is follow the process. It is your checklist for use and reuse.
1
For people interested in statistics, machine learning, data analysis, data mining, and future hands-on practitioners seeking a career in the field, it sets a strong foundation, delivers the prerequisite knowledge, and whets your appetite for more.
Here are some of the neural network models you will build:
Multi layer Perceptrons
Probabilistic Neural Networks
Generalized Regression Neural Networks
Recurrent Neural Networks
Buy the book today. Your next big breakthrough using neural networks is only a page away!
商品描述(中文翻譯)
今天就來建立你自己的神經網絡!
透過一個簡單的流程,教你如何使用R更快速地建立神經網絡,超乎你的想像。
本書介紹
這本內容豐富、引人入勝且易於上手的指南,將神經網絡牢牢掌握在實務者的手中。它揭示了神經網絡的運作原理,並帶你深入了解,透過一個易於跟隨的流程,教你如何使用強大且免費的R預測分析套件更快速地建立神經網絡。本書包含了你開始所需的一切,是你詳細、實用且戰術性的手把手指南。為了加速你的成功,本書還包含了完整解答的練習題。一旦你掌握了這個流程,將你的知識轉化為其他強大應用將變得輕而易舉。
這是一本適合所有對機器學習、預測分析、神經網絡和決策科學感興趣的讀者的書籍。以下是它能為你帶來的好處:
節省時間:想像一下,輕鬆獲得最佳神經網絡模型,而不必陷入數學細節。在這本書中,你將學習快速有效的方法,輕鬆使用R建立強大的神經網絡模型。
輕鬆學習:今天就來建立你自己的神經網絡!本書包含一個易於跟隨的流程,教你如何建立最成功的神經網絡,這些網絡用於從數據中學習;使用這本指南,輕鬆快速地建立它們。
提升生產力:暢銷書作者及數據科學家Dr. N.D. Lewis將告訴你如何在比你想像中更短的時間內建立神經網絡模型!即使你是一位忙碌的專業人士、學生或時間有限的愛好者,你也能迅速提升你的知識。
輕鬆成功:每天花費僅10分鐘,透過數十個真實世界的範例、插圖、實務者提示和筆記,你將能在知識上取得巨大的進步,擴展你的技能組合,並為個人使用產生新想法。
-
消除焦慮:忘記試圖掌握每一個數學細節,你的目標只是跟隨這個流程,使用真實數據,這個流程大約只需5到15分鐘即可完成。在這個過程中,有一系列的動作來解釋和構建神經網絡模型。你所要做的就是跟隨這個流程。這是你的檢查清單,供你使用和重複使用。
1
對於對統計學、機器學習、數據分析、數據挖掘感興趣的人,以及未來希望在該領域實踐的從業者,本書奠定了堅實的基礎,提供了必要的知識,並激發你對更多知識的渴望。
以下是你將建立的一些神經網絡模型:
多層感知器
機率神經網絡
廣義回歸神經網絡
-
循環神經網絡
今天就購買這本書。你使用神經網絡的下一個重大突破只需翻一頁!