Machine learning:
"An updated introduction for generalists to this powerful technology, its applications and possible future directions"
Gespeichert in:
1. Verfasser: | |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2021]
|
Ausgabe: | Revised and updated edition |
Schriftenreihe: | The MIT Press essential knowledge series
|
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Zusammenfassung: | "An updated introduction for generalists to this powerful technology, its applications and possible future directions" |
Beschreibung: | Includes bibliographical references and index |
Beschreibung: | xix, 255 Seiten Illustrationen 18 cm |
ISBN: | 9780262542524 0262542528 |
Internformat
MARC
LEADER | 00000nam a2200000 c 4500 | ||
---|---|---|---|
001 | BV047153088 | ||
003 | DE-604 | ||
005 | 20220825 | ||
007 | t | ||
008 | 210219s2021 a||| |||| 00||| eng d | ||
020 | |a 9780262542524 |9 978-0-262-54252-4 | ||
020 | |a 0262542528 |9 0-262-54252-8 | ||
035 | |a (OCoLC)1196204087 | ||
035 | |a (DE-599)BVBBV047153088 | ||
040 | |a DE-604 |b ger |e rda | ||
041 | 0 | |a eng | |
049 | |a DE-355 |a DE-210 |a DE-522 |a DE-188 | ||
082 | 0 | |a 006.3/1 | |
084 | |a HIST |q DE-210 |2 fid | ||
084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
100 | 1 | |a Alpaydın, Ethem |d 1966- |e Verfasser |0 (DE-588)134261046 |4 aut | |
245 | 1 | 0 | |a Machine learning |c Ethem Alpaydin |
250 | |a Revised and updated edition | ||
264 | 1 | |a Cambridge, Massachusetts ; London, England |b The MIT Press |c [2021] | |
264 | 4 | |c ©2021 | |
300 | |a xix, 255 Seiten |b Illustrationen |c 18 cm | ||
336 | |b txt |2 rdacontent | ||
337 | |b n |2 rdamedia | ||
338 | |b nc |2 rdacarrier | ||
490 | 0 | |a The MIT Press essential knowledge series | |
500 | |a Includes bibliographical references and index | ||
520 | 3 | |a "An updated introduction for generalists to this powerful technology, its applications and possible future directions" | |
650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
653 | 0 | |a Machine learning | |
653 | 0 | |a Artificial intelligence | |
653 | 0 | |a Artificial intelligence | |
653 | 0 | |a Machine learning | |
689 | 0 | 0 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
689 | 0 | |5 DE-604 | |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-0-262-36536-9 |
856 | 4 | 2 | |m Digitalisierung UB Regensburg - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032558841&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
999 | |a oai:aleph.bib-bvb.de:BVB01-032558841 |
Datensatz im Suchindex
_version_ | 1804182223133343744 |
---|---|
adam_text | CONTENTS Series Foreword Preface ix vii 1 2 3 4 5 Why We Are Interested in Machine Learning 1 Machine Learning, Statistics, and Data Analytics Pattern Recognition 71 Neural Networks and Deep Learning 105 Learning Clusters and Recommendations 143 6 Learning to Take Action 7 8 Challenges and Risks 183 Where Do We Go from Here? Glossary 227 Notes 239 References 243 Further Reading Index 249 247 159 201 35
|
adam_txt |
CONTENTS Series Foreword Preface ix vii 1 2 3 4 5 Why We Are Interested in Machine Learning 1 Machine Learning, Statistics, and Data Analytics Pattern Recognition 71 Neural Networks and Deep Learning 105 Learning Clusters and Recommendations 143 6 Learning to Take Action 7 8 Challenges and Risks 183 Where Do We Go from Here? Glossary 227 Notes 239 References 243 Further Reading Index 249 247 159 201 35 |
any_adam_object | 1 |
any_adam_object_boolean | 1 |
author | Alpaydın, Ethem 1966- |
author_GND | (DE-588)134261046 |
author_facet | Alpaydın, Ethem 1966- |
author_role | aut |
author_sort | Alpaydın, Ethem 1966- |
author_variant | e a ea |
building | Verbundindex |
bvnumber | BV047153088 |
classification_rvk | ST 300 |
ctrlnum | (OCoLC)1196204087 (DE-599)BVBBV047153088 |
dewey-full | 006.3/1 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3/1 |
dewey-search | 006.3/1 |
dewey-sort | 16.3 11 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
discipline_str_mv | Informatik |
edition | Revised and updated edition |
format | Book |
fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01913nam a2200469 c 4500</leader><controlfield tag="001">BV047153088</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20220825 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">210219s2021 a||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780262542524</subfield><subfield code="9">978-0-262-54252-4</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0262542528</subfield><subfield code="9">0-262-54252-8</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1196204087</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV047153088</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-355</subfield><subfield code="a">DE-210</subfield><subfield code="a">DE-522</subfield><subfield code="a">DE-188</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/1</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">HIST</subfield><subfield code="q">DE-210</subfield><subfield code="2">fid</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Alpaydın, Ethem</subfield><subfield code="d">1966-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)134261046</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Machine learning</subfield><subfield code="c">Ethem Alpaydin</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">Revised and updated edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge, Massachusetts ; London, England</subfield><subfield code="b">The MIT Press</subfield><subfield code="c">[2021]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2021</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">xix, 255 Seiten</subfield><subfield code="b">Illustrationen</subfield><subfield code="c">18 cm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">The MIT Press essential knowledge series</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">"An updated introduction for generalists to this powerful technology, its applications and possible future directions"</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Machine learning</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Machine learning</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-0-262-36536-9</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Regensburg - ADAM Catalogue Enrichment</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032558841&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032558841</subfield></datafield></record></collection> |
id | DE-604.BV047153088 |
illustrated | Illustrated |
index_date | 2024-07-03T16:38:18Z |
indexdate | 2024-07-10T09:04:08Z |
institution | BVB |
isbn | 9780262542524 0262542528 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032558841 |
oclc_num | 1196204087 |
open_access_boolean | |
owner | DE-355 DE-BY-UBR DE-210 DE-522 DE-188 |
owner_facet | DE-355 DE-BY-UBR DE-210 DE-522 DE-188 |
physical | xix, 255 Seiten Illustrationen 18 cm |
publishDate | 2021 |
publishDateSearch | 2021 |
publishDateSort | 2021 |
publisher | The MIT Press |
record_format | marc |
series2 | The MIT Press essential knowledge series |
spelling | Alpaydın, Ethem 1966- Verfasser (DE-588)134261046 aut Machine learning Ethem Alpaydin Revised and updated edition Cambridge, Massachusetts ; London, England The MIT Press [2021] ©2021 xix, 255 Seiten Illustrationen 18 cm txt rdacontent n rdamedia nc rdacarrier The MIT Press essential knowledge series Includes bibliographical references and index "An updated introduction for generalists to this powerful technology, its applications and possible future directions" Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Machine learning Artificial intelligence Maschinelles Lernen (DE-588)4193754-5 s DE-604 Erscheint auch als Online-Ausgabe 978-0-262-36536-9 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032558841&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Alpaydın, Ethem 1966- Machine learning Maschinelles Lernen (DE-588)4193754-5 gnd |
subject_GND | (DE-588)4193754-5 |
title | Machine learning |
title_auth | Machine learning |
title_exact_search | Machine learning |
title_exact_search_txtP | Machine learning |
title_full | Machine learning Ethem Alpaydin |
title_fullStr | Machine learning Ethem Alpaydin |
title_full_unstemmed | Machine learning Ethem Alpaydin |
title_short | Machine learning |
title_sort | machine learning |
topic | Maschinelles Lernen (DE-588)4193754-5 gnd |
topic_facet | Maschinelles Lernen |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032558841&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT alpaydınethem machinelearning |