Artificial intelligence and machine learning for business: a no-nonsense guide to data driven technologies
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
[s.l.]
Relativistic
[2017]
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Physical Description: | viii, 142 Seiten Diagramme |
| ISBN: | 9781999730307 1999730305 |
Staff View
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Record in the Search Index
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| adam_text | CONTENTS
Foreword vii
1 Introduction 1
2 What are Machine Learning and Artificial Intelligence (AI)? 5
3 What Do the Scores Generated by a Predictive Model 17
Represent?
4 Why Use Machine Learning? What Value Does it Add? 24
5 How Does Machine Learning Work? 29
6 Using a Predictive Model to Make Decisions 40
7 That’s Scorecards, but What About Decision Trees? 44
8 Neural Networks and Deep Learning 49
9 How to Build a Predictive Model 59
10 Operationalizing Machine Learning 75
11 The Relationship Between Big Data and Machine Learning 87
12 Ethical Considerations 92
13 The Cutting Edge of Machine Learning 99
14 C oncluding Remarks 108
Appendix A. Evaluating Predictive Models 110
Appendix B. Further Information and Recommended Reading 118
Appendix C. Popular Terms in Machine Learning and AI 123
Appendix D. A Checklist for Business Success 133
V
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| id | DE-604.BV044621359 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:22Z |
| institution | BVB |
| isbn | 9781999730307 1999730305 |
| language | English |
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| physical | viii, 142 Seiten Diagramme |
| publishDate | 2017 |
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| publisher | Relativistic |
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| spelling | Finlay, Steven 1969- Verfasser (DE-588)1024069265 aut Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies Steven Finlay [s.l.] Relativistic [2017] viii, 142 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 X:MVB http://www.odbms.org/wp-content/uploads/2017/06/AI-and-Machine-Learning-for-Business-Sample-Hard-Copy.pdf Inhaltsverzeichnis Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030019627&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Finlay, Steven 1969- Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies Maschinelles Lernen (DE-588)4193754-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4033447-8 |
| title | Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies |
| title_auth | Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies |
| title_exact_search | Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies |
| title_full | Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies Steven Finlay |
| title_fullStr | Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies Steven Finlay |
| title_full_unstemmed | Artificial intelligence and machine learning for business a no-nonsense guide to data driven technologies Steven Finlay |
| title_short | Artificial intelligence and machine learning for business |
| title_sort | artificial intelligence and machine learning for business a no nonsense guide to data driven technologies |
| title_sub | a no-nonsense guide to data driven technologies |
| topic | Maschinelles Lernen (DE-588)4193754-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Maschinelles Lernen Künstliche Intelligenz |
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