Artificial intelligence: a guide for thinking humans
No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emergi...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York
Picador
2020
|
| Ausgabe: | First Picador paperback edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emerging fears that surround AI. |
| Beschreibung: | 317 Seiten Illustrationen 24 cm |
| ISBN: | 9781250758040 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV047191709 | ||
| 003 | DE-604 | ||
| 005 | 20211117 | ||
| 007 | t | ||
| 008 | 210311s2020 a||| |||| 00||| eng d | ||
| 020 | |a 9781250758040 |9 978-1-250-75804-0 | ||
| 035 | |a (OCoLC)1241681559 | ||
| 035 | |a (DE-599)BVBBV047191709 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-1050 |a DE-473 |a DE-11 |a DE-20 | ||
| 084 | |a MS 4850 |0 (DE-625)123719: |2 rvk | ||
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 100 | 1 | |a Mitchell, Melanie |e Verfasser |0 (DE-588)142102970 |4 aut | |
| 245 | 1 | 0 | |a Artificial intelligence |b a guide for thinking humans |c Melanie Mitchell |
| 250 | |a First Picador paperback edition | ||
| 264 | 1 | |a New York |b Picador |c 2020 | |
| 300 | |a 317 Seiten |b Illustrationen |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 520 | |a No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emerging fears that surround AI. | ||
| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Machine learning | |
| 650 | 7 | |a COMPUTERS / Machine Theory |2 bisacsh | |
| 650 | 7 | |a Artificial intelligence |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 775 | 0 | 8 | |i Äquivalent |n Druck-Ausgabe, Hardcover |z 978-0-374-25783-5 |
| 856 | 4 | 2 | |m Digitalisierung UB Bamberg - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032596889&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032596889 | ||
Datensatz im Suchindex
| _version_ | 1804182290832556032 |
|---|---|
| adam_text | Contents Prologue: Terrified з Part I: Background 1. The Roots of Artificial Intelligence 17 2. Neural Networks and the Ascent of Machine Learning 35 3. Al Spring 43 Part II: Looking and Seeing 4. Who, What, When, Where, Why 67 5. ConvNets and ImageNet si 6. A Closer Look at Machines That Learn 96 7. On Trustworthy and Ethical Al 117 Part III: Learning to Play 8. Rewards for Robots 133 9. Game On 145 10. Beyond Games ies Part IV: Artificial Intelligence Meets Natural Language 11. Words, and the Company They Keep 177 12. Translation as Encoding and Decoding 197 13. Ask Me Anything 2ı3 Part V: The Barrier of Meaning 14. On Understanding 235 15. Knowledge, Abstraction, and Analogy in Artificial Intelligence 247 16. Questions, Answers, and Speculations 266 Notes 281 Acknowledgments 303 Index 305
|
| adam_txt |
Contents Prologue: Terrified з Part I: Background 1. The Roots of Artificial Intelligence 17 2. Neural Networks and the Ascent of Machine Learning 35 3. Al Spring 43 Part II: Looking and Seeing 4. Who, What, When, Where, Why 67 5. ConvNets and ImageNet si 6. A Closer Look at Machines That Learn 96 7. On Trustworthy and Ethical Al 117 Part III: Learning to Play 8. Rewards for Robots 133 9. Game On 145 10. Beyond Games ies Part IV: Artificial Intelligence Meets Natural Language 11. Words, and the Company They Keep 177 12. Translation as Encoding and Decoding 197 13. Ask Me Anything 2ı3 Part V: The Barrier of Meaning 14. On Understanding 235 15. Knowledge, Abstraction, and Analogy in Artificial Intelligence 247 16. Questions, Answers, and Speculations 266 Notes 281 Acknowledgments 303 Index 305 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Mitchell, Melanie |
| author_GND | (DE-588)142102970 |
| author_facet | Mitchell, Melanie |
| author_role | aut |
| author_sort | Mitchell, Melanie |
| author_variant | m m mm |
| building | Verbundindex |
| bvnumber | BV047191709 |
| classification_rvk | MS 4850 ST 300 |
| ctrlnum | (OCoLC)1241681559 (DE-599)BVBBV047191709 |
| discipline | Informatik Soziologie |
| discipline_str_mv | Informatik Soziologie |
| edition | First Picador paperback edition |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01981nam a2200421 c 4500</leader><controlfield tag="001">BV047191709</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20211117 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">210311s2020 a||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781250758040</subfield><subfield code="9">978-1-250-75804-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1241681559</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV047191709</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-1050</subfield><subfield code="a">DE-473</subfield><subfield code="a">DE-11</subfield><subfield code="a">DE-20</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MS 4850</subfield><subfield code="0">(DE-625)123719:</subfield><subfield code="2">rvk</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">Mitchell, Melanie</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)142102970</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Artificial intelligence</subfield><subfield code="b">a guide for thinking humans</subfield><subfield code="c">Melanie Mitchell</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">First Picador paperback edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">New York</subfield><subfield code="b">Picador</subfield><subfield code="c">2020</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">317 Seiten</subfield><subfield code="b">Illustrationen</subfield><subfield code="c">24 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="520" ind1=" " ind2=" "><subfield code="a">No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emerging fears that surround AI.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Machine learning</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Machine Theory</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Artificial intelligence</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Machine learning</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="775" ind1="0" ind2="8"><subfield code="i">Äquivalent</subfield><subfield code="n">Druck-Ausgabe, Hardcover</subfield><subfield code="z">978-0-374-25783-5</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Bamberg - 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=032596889&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:BVB01-032596889</subfield></datafield></record></collection> |
| id | DE-604.BV047191709 |
| illustrated | Illustrated |
| index_date | 2024-07-03T16:48:05Z |
| indexdate | 2024-07-10T09:05:12Z |
| institution | BVB |
| isbn | 9781250758040 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032596889 |
| oclc_num | 1241681559 |
| open_access_boolean | |
| owner | DE-1050 DE-473 DE-BY-UBG DE-11 DE-20 |
| owner_facet | DE-1050 DE-473 DE-BY-UBG DE-11 DE-20 |
| physical | 317 Seiten Illustrationen 24 cm |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Picador |
| record_format | marc |
| spelling | Mitchell, Melanie Verfasser (DE-588)142102970 aut Artificial intelligence a guide for thinking humans Melanie Mitchell First Picador paperback edition New York Picador 2020 317 Seiten Illustrationen 24 cm txt rdacontent n rdamedia nc rdacarrier No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emerging fears that surround AI. Artificial intelligence Machine learning COMPUTERS / Machine Theory bisacsh Artificial intelligence fast Machine learning fast Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Äquivalent Druck-Ausgabe, Hardcover 978-0-374-25783-5 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032596889&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mitchell, Melanie Artificial intelligence a guide for thinking humans Artificial intelligence Machine learning COMPUTERS / Machine Theory bisacsh Artificial intelligence fast Machine learning fast Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4033447-8 |
| title | Artificial intelligence a guide for thinking humans |
| title_auth | Artificial intelligence a guide for thinking humans |
| title_exact_search | Artificial intelligence a guide for thinking humans |
| title_exact_search_txtP | Artificial intelligence a guide for thinking humans |
| title_full | Artificial intelligence a guide for thinking humans Melanie Mitchell |
| title_fullStr | Artificial intelligence a guide for thinking humans Melanie Mitchell |
| title_full_unstemmed | Artificial intelligence a guide for thinking humans Melanie Mitchell |
| title_short | Artificial intelligence |
| title_sort | artificial intelligence a guide for thinking humans |
| title_sub | a guide for thinking humans |
| topic | Artificial intelligence Machine learning COMPUTERS / Machine Theory bisacsh Artificial intelligence fast Machine learning fast Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Artificial intelligence Machine learning COMPUTERS / Machine Theory Künstliche Intelligenz |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032596889&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mitchellmelanie artificialintelligenceaguideforthinkinghumans |