舉報

會員
The Applied TensorFlow and Keras Workshop
Machinelearninggivescomputerstheabilitytolearnlikehumans.Itisbecomingincreasinglytransformationaltobusinessesinmanyforms,andakeyskilltolearntoprepareforthefuturedigitaleconomy.Asabeginner,you’llunlockaworldofopportunitiesbylearningthetechniquesyouneedtocontributetothedomainsofmachinelearning,deeplearning,andmoderndataanalysisusingthelatestcutting-edgetools.TheAppliedTensorFlowandKerasWorkshopbeginsbyshowingyouhowneuralnetworkswork.Afteryou’veunderstoodthebasics,youwilltrainafewnetworksbyalteringtheirhyperparameters.Tobuildonyourskills,you’lllearnhowtoselectthemostappropriatemodeltosolvetheprobleminhand.Whiletacklingadvancedconcepts,you’lldiscoverhowtoassembleadeeplearningsystembybringingtogetheralltheessentialelementsnecessaryforbuildingabasicdeeplearningsystem-data,model,andprediction.Finally,you’llexplorewaystoevaluatetheperformanceofyourmodel,andimproveitusingtechniquessuchasmodelevaluationandhyperparameteroptimization.Bytheendofthisbook,you'llhavelearnedhowtobuildaBitcoinappthatpredictsfutureprices,andbeabletobuildyourownmodelsforotherprojects.
目錄(30章)
倒序
- 封面
- 版權信息
- Preface
- 1. Introduction to Neural Networks and Deep Learning
- Introduction
- What are Neural Networks?
- Why Do Neural Networks Work So Well?
- Configuring a Deep Learning Environment
- Exploring a Trained Neural Network
- Summary
- 2. Real-World Deep Learning: Predicting the Price of Bitcoin
- Introduction
- Choosing the Right Model Architecture
- Structuring Your Problem
- Using Keras as a TensorFlow Interface
- From Data Preparation to Modeling
- Summary
- 3. Real-World Deep Learning: Evaluating the Bitcoin Model
- Introduction
- Hyperparameter Optimization
- Summary
- 4. Productization
- Introduction
- Handling New Data
- Summary
- Appendix
- Chapter 01: Introduction to Neural Networks and Deep Learning
- Chapter 02: Real-World Deep Learning: Predicting the Price of Bitcoin
- Chapter 3: Real-World Deep Learning: Evaluating the Bitcoin Model
- Chapter 4: Productization 更新時間:2021-06-11 18:57:27
推薦閱讀
- Arduino入門基礎教程
- Effective STL中文版:50條有效使用STL的經驗(雙色)
- 嵌入式技術基礎與實踐(第5版)
- 電腦維護365問
- Camtasia Studio 8:Advanced Editing and Publishing Techniques
- 計算機維修與維護技術速成
- 筆記本電腦維修不是事兒(第2版)
- CC2530單片機技術與應用
- STM32嵌入式技術應用開發全案例實踐
- Python Machine Learning Blueprints
- 新編電腦組裝與硬件維修從入門到精通
- Spring Security 3.x Cookbook
- 施耐德M241/251可編程序控制器應用技術
- 零基礎輕松學修電腦主板
- The Complete Guide to DAZ Studio 4
- Hands-On Game Development with WebAssembly
- 勇敢的芯伴你玩轉Nios II(電子設計與嵌入式開發實踐叢書)
- 現場總線技術及應用
- GLSL Essentials
- GateIn Cookbook
- 物聯網智能終端設計及工程實例
- 玩轉3D打印
- Intelligent Projects Using Python
- Getting started with IntelliJ IDEA
- Arduino Android Blueprints
- Cardboard VR Projects for Android
- IntelliJ IDEA Essentials
- Linux虛擬化數據中心實戰
- Spring Boot+Spring Cloud微服務開發實戰
- KVM實戰:原理、進階與性能調優