AI & data literacy: empowering citizens of data science
AI is undoubtedly a game-changing tool with immense potential to improve human life. This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you'll need to exploit to thrive amid the current and future developments in the AI landscape....
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham
Packt Publishing
2023
|
| Schlagworte: | |
| Online-Zugang: | DE-Aug4 DE-573 DE-898 DE-2070s DE-91 DE-706 URL des Erstveröffentlichers |
| Zusammenfassung: | AI is undoubtedly a game-changing tool with immense potential to improve human life. This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you'll need to exploit to thrive amid the current and future developments in the AI landscape. We'll explore AI's inner workings, user intent, and the critical role of the AI utility function while also briefly touching on statistics and prediction to build decision models that leverage AI and data for highly informed, more accurate, and less risky decisions. Additionally, we'll discuss how organizations of all sizes can leverage AI and data to engineer or create value. We'll establish why economies of learning are more powerful than the economies of scale in a digital-centric world. Ethics and personal/organizational empowerment in the context of AI will also be addressed. Lastly, we'll delve into ChatGPT and the role of Large Language Models (LLMs), preparing you for the growing importance of Generative AI. By the end of the book, you'll have a deeper understanding of AI and how best to leverage it and thrive alongside it. |
| Beschreibung: | 1 Online-Ressource (xxiii, 211 Seiten) |
| ISBN: | 9781835087947 |
Internformat
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV049409464 | ||
| 003 | DE-604 | ||
| 005 | 20250113 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 231114s2023 xx o|||| 00||| eng d | ||
| 020 | |a 9781835087947 |9 978-1-83508-794-7 | ||
| 035 | |a (ZDB-30-PQE)EBC30717125 | ||
| 035 | |a (ZDB-30-PAD)EBC30717125 | ||
| 035 | |a (ZDB-89-EBL)EBL30717125 | ||
| 035 | |a (OCoLC)1395183422 | ||
| 035 | |a (DE-599)BVBBV049409464 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-2070s |a DE-91 |a DE-573 |a DE-Aug4 |a DE-706 |a DE-898 | ||
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 100 | 1 | |a Schmarzo, Bill |e Verfasser |0 (DE-588)1045013617 |4 aut | |
| 245 | 1 | 0 | |a AI & data literacy |b empowering citizens of data science |
| 246 | 1 | 3 | |a AI and data literacy |
| 264 | 1 | |a Birmingham |b Packt Publishing |c 2023 | |
| 264 | 4 | |c © 2023 | |
| 300 | |a 1 Online-Ressource (xxiii, 211 Seiten) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 520 | |a AI is undoubtedly a game-changing tool with immense potential to improve human life. This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you'll need to exploit to thrive amid the current and future developments in the AI landscape. We'll explore AI's inner workings, user intent, and the critical role of the AI utility function while also briefly touching on statistics and prediction to build decision models that leverage AI and data for highly informed, more accurate, and less risky decisions. Additionally, we'll discuss how organizations of all sizes can leverage AI and data to engineer or create value. We'll establish why economies of learning are more powerful than the economies of scale in a digital-centric world. Ethics and personal/organizational empowerment in the context of AI will also be addressed. Lastly, we'll delve into ChatGPT and the role of Large Language Models (LLMs), preparing you for the growing importance of Generative AI. By the end of the book, you'll have a deeper understanding of AI and how best to leverage it and thrive alongside it. | ||
| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Big data | |
| 650 | 4 | |a Information literacy | |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenkompetenz |0 (DE-588)1262007852 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Datenkompetenz |0 (DE-588)1262007852 |D s |
| 689 | 0 | 1 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-1-83508-350-5 |
| 856 | 4 | 0 | |u https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 912 | |a ZDB-30-PQE | ||
| 912 | |a ZDB-221-PPK | ||
| 912 | |a ZDB-221-PAI | ||
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-034736548 | |
| 966 | e | |u https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |l DE-Aug4 |p ZDB-221-PAI |q FHA_PDA_PPK_Kauf |x Verlag |3 Volltext | |
| 966 | e | |u https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |l DE-573 |p ZDB-221-PAI |x Verlag |3 Volltext | |
| 966 | e | |u https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |l DE-898 |p ZDB-221-PAI |x Verlag |3 Volltext | |
| 966 | e | |u https://ebookcentral.proquest.com/lib/hwr/detail.action?docID=30717125 |l DE-2070s |p ZDB-30-PQE |q HWR_PDA_PQE |x Aggregator |3 Volltext | |
| 966 | e | |u https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |l DE-91 |p ZDB-221-PAI |q TUM_Paketkauf_2024 |x Verlag |3 Volltext | |
| 966 | e | |u https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |l DE-706 |p ZDB-221-PAI |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1821123684356587520 |
|---|---|
| adam_text | |
| adam_txt | |
| any_adam_object | |
| any_adam_object_boolean | |
| author | Schmarzo, Bill |
| author_GND | (DE-588)1045013617 |
| author_facet | Schmarzo, Bill |
| author_role | aut |
| author_sort | Schmarzo, Bill |
| author_variant | b s bs |
| building | Verbundindex |
| bvnumber | BV049409464 |
| classification_rvk | ST 300 |
| collection | ZDB-30-PQE ZDB-221-PPK ZDB-221-PAI |
| ctrlnum | (ZDB-30-PQE)EBC30717125 (ZDB-30-PAD)EBC30717125 (ZDB-89-EBL)EBL30717125 (OCoLC)1395183422 (DE-599)BVBBV049409464 |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000zc 4500</leader><controlfield tag="001">BV049409464</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20250113</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">231114s2023 xx o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781835087947</subfield><subfield code="9">978-1-83508-794-7</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-30-PQE)EBC30717125</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-30-PAD)EBC30717125</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-89-EBL)EBL30717125</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1395183422</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV049409464</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-2070s</subfield><subfield code="a">DE-91</subfield><subfield code="a">DE-573</subfield><subfield code="a">DE-Aug4</subfield><subfield code="a">DE-706</subfield><subfield code="a">DE-898</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">Schmarzo, Bill</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1045013617</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">AI & data literacy</subfield><subfield code="b">empowering citizens of data science</subfield></datafield><datafield tag="246" ind1="1" ind2="3"><subfield code="a">AI and data literacy</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Birmingham</subfield><subfield code="b">Packt Publishing</subfield><subfield code="c">2023</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2023</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xxiii, 211 Seiten)</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">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">AI is undoubtedly a game-changing tool with immense potential to improve human life. This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you'll need to exploit to thrive amid the current and future developments in the AI landscape. We'll explore AI's inner workings, user intent, and the critical role of the AI utility function while also briefly touching on statistics and prediction to build decision models that leverage AI and data for highly informed, more accurate, and less risky decisions. Additionally, we'll discuss how organizations of all sizes can leverage AI and data to engineer or create value. We'll establish why economies of learning are more powerful than the economies of scale in a digital-centric world. Ethics and personal/organizational empowerment in the context of AI will also be addressed. Lastly, we'll delve into ChatGPT and the role of Large Language Models (LLMs), preparing you for the growing importance of Generative AI. By the end of the book, you'll have a deeper understanding of AI and how best to leverage it and thrive alongside it.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Big data</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Information literacy</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="650" ind1="0" ind2="7"><subfield code="a">Datenkompetenz</subfield><subfield code="0">(DE-588)1262007852</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Datenkompetenz</subfield><subfield code="0">(DE-588)1262007852</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><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="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-1-83508-350-5</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://portal.igpublish.com/iglibrary/search/PACKT0006821.html</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-PQE</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-221-PPK</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-221-PAI</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-034736548</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://portal.igpublish.com/iglibrary/search/PACKT0006821.html</subfield><subfield code="l">DE-Aug4</subfield><subfield code="p">ZDB-221-PAI</subfield><subfield code="q">FHA_PDA_PPK_Kauf</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://portal.igpublish.com/iglibrary/search/PACKT0006821.html</subfield><subfield code="l">DE-573</subfield><subfield code="p">ZDB-221-PAI</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://portal.igpublish.com/iglibrary/search/PACKT0006821.html</subfield><subfield code="l">DE-898</subfield><subfield code="p">ZDB-221-PAI</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://ebookcentral.proquest.com/lib/hwr/detail.action?docID=30717125</subfield><subfield code="l">DE-2070s</subfield><subfield code="p">ZDB-30-PQE</subfield><subfield code="q">HWR_PDA_PQE</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://portal.igpublish.com/iglibrary/search/PACKT0006821.html</subfield><subfield code="l">DE-91</subfield><subfield code="p">ZDB-221-PAI</subfield><subfield code="q">TUM_Paketkauf_2024</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://portal.igpublish.com/iglibrary/search/PACKT0006821.html</subfield><subfield code="l">DE-706</subfield><subfield code="p">ZDB-221-PAI</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV049409464 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T23:05:38Z |
| indexdate | 2025-01-13T09:01:24Z |
| institution | BVB |
| isbn | 9781835087947 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034736548 |
| oclc_num | 1395183422 |
| open_access_boolean | |
| owner | DE-2070s DE-91 DE-BY-TUM DE-573 DE-Aug4 DE-706 DE-898 DE-BY-UBR |
| owner_facet | DE-2070s DE-91 DE-BY-TUM DE-573 DE-Aug4 DE-706 DE-898 DE-BY-UBR |
| physical | 1 Online-Ressource (xxiii, 211 Seiten) |
| psigel | ZDB-30-PQE ZDB-221-PPK ZDB-221-PAI ZDB-221-PAI FHA_PDA_PPK_Kauf ZDB-30-PQE HWR_PDA_PQE ZDB-221-PAI TUM_Paketkauf_2024 |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Packt Publishing |
| record_format | marc |
| spelling | Schmarzo, Bill Verfasser (DE-588)1045013617 aut AI & data literacy empowering citizens of data science AI and data literacy Birmingham Packt Publishing 2023 © 2023 1 Online-Ressource (xxiii, 211 Seiten) txt rdacontent c rdamedia cr rdacarrier AI is undoubtedly a game-changing tool with immense potential to improve human life. This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you'll need to exploit to thrive amid the current and future developments in the AI landscape. We'll explore AI's inner workings, user intent, and the critical role of the AI utility function while also briefly touching on statistics and prediction to build decision models that leverage AI and data for highly informed, more accurate, and less risky decisions. Additionally, we'll discuss how organizations of all sizes can leverage AI and data to engineer or create value. We'll establish why economies of learning are more powerful than the economies of scale in a digital-centric world. Ethics and personal/organizational empowerment in the context of AI will also be addressed. Lastly, we'll delve into ChatGPT and the role of Large Language Models (LLMs), preparing you for the growing importance of Generative AI. By the end of the book, you'll have a deeper understanding of AI and how best to leverage it and thrive alongside it. Artificial intelligence Big data Information literacy Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Datenkompetenz (DE-588)1262007852 gnd rswk-swf Datenkompetenz (DE-588)1262007852 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Erscheint auch als Druck-Ausgabe 978-1-83508-350-5 https://portal.igpublish.com/iglibrary/search/PACKT0006821.html Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Schmarzo, Bill AI & data literacy empowering citizens of data science Artificial intelligence Big data Information literacy Künstliche Intelligenz (DE-588)4033447-8 gnd Datenkompetenz (DE-588)1262007852 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)1262007852 |
| title | AI & data literacy empowering citizens of data science |
| title_alt | AI and data literacy |
| title_auth | AI & data literacy empowering citizens of data science |
| title_exact_search | AI & data literacy empowering citizens of data science |
| title_exact_search_txtP | AI & data literacy empowering citizens of data science |
| title_full | AI & data literacy empowering citizens of data science |
| title_fullStr | AI & data literacy empowering citizens of data science |
| title_full_unstemmed | AI & data literacy empowering citizens of data science |
| title_short | AI & data literacy |
| title_sort | ai data literacy empowering citizens of data science |
| title_sub | empowering citizens of data science |
| topic | Artificial intelligence Big data Information literacy Künstliche Intelligenz (DE-588)4033447-8 gnd Datenkompetenz (DE-588)1262007852 gnd |
| topic_facet | Artificial intelligence Big data Information literacy Künstliche Intelligenz Datenkompetenz |
| url | https://portal.igpublish.com/iglibrary/search/PACKT0006821.html |
| work_keys_str_mv | AT schmarzobill aidataliteracyempoweringcitizensofdatascience AT schmarzobill aianddataliteracy |