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Data science from scratch
This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: * The important parts of Python to know * The important parts of Math / Probability / Statistics to know * The b...
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| Lenguaje: | eng |
| Publicado: |
O'Reilly Media
2015
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2021957 |
| _version_ | 1780946947171942400 |
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| author | Grus, Joel |
| author_facet | Grus, Joel |
| author_sort | Grus, Joel |
| collection | CERN |
| description | This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: * The important parts of Python to know * The important parts of Math / Probability / Statistics to know * The basics of data science * How commonly-used data science techniques work (learning by implementing them) * What is Map-Reduce and how to do it in Python * Other applications such as NLP, Network Analysis, and more |
| id | cern-2021957 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2015 |
| publisher | O'Reilly Media |
| record_format | invenio |
| spelling | cern-20219572021-04-21T20:15:41Zhttp://cds.cern.ch/record/2021957engGrus, JoelData science from scratchComputing and ComputersThis is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: * The important parts of Python to know * The important parts of Math / Probability / Statistics to know * The basics of data science * How commonly-used data science techniques work (learning by implementing them) * What is Map-Reduce and how to do it in Python * Other applications such as NLP, Network Analysis, and moreO'Reilly Mediaoai:cds.cern.ch:20219572015 |
| spellingShingle | Computing and Computers Grus, Joel Data science from scratch |
| title | Data science from scratch |
| title_full | Data science from scratch |
| title_fullStr | Data science from scratch |
| title_full_unstemmed | Data science from scratch |
| title_short | Data science from scratch |
| title_sort | data science from scratch |
| topic | Computing and Computers |
| url | http://cds.cern.ch/record/2021957 |
| work_keys_str_mv | AT grusjoel datasciencefromscratch |