Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic /
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| Format: | |
| Language: | eng |
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Indianapolis, IN : John Wiley and Sons,
2019
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| Subjects: |
| _version_ | 1796761389478445056 |
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| author | Bowles, Michael, author |
| author_facet | Bowles, Michael, author |
| author_sort | Bowles, Michael, author |
| collection | OCEAN |
| description | |
| first_indexed | 2024-03-05T16:25:30Z |
| format | |
| id | KOHA-OAI-TEST:558035 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T16:25:30Z |
| publishDate | 2019 |
| publisher | Indianapolis, IN : John Wiley and Sons, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:5580352020-12-19T17:21:06ZMachine Learning with Spark and Python : Essential Techniques for Predictive Analytic / Bowles, Michael, author Indianapolis, IN : John Wiley and Sons,2019engIncludes bibliographical references and indexThe two essential algorithms for making predictions -- Understand the problem by understanding the data -- Predictive model building : balancing performance, complexity, and big data -- Penalized linear regression -- Building predictive models using penalized linear methods -- Ensemble methods -- Building ensemble models with Python.PSZJBLMachine learningSPARK (Computer program language)Python (Computer program language)URN:ISBN:9781119561934 |
| spellingShingle | Machine learning SPARK (Computer program language) Python (Computer program language) Bowles, Michael, author Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic / |
| title | Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic / |
| title_full | Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic / |
| title_fullStr | Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic / |
| title_full_unstemmed | Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic / |
| title_short | Machine Learning with Spark and Python : Essential Techniques for Predictive Analytic / |
| title_sort | machine learning with spark and python essential techniques for predictive analytic |
| topic | Machine learning SPARK (Computer program language) Python (Computer program language) |
| work_keys_str_mv | AT bowlesmichaelauthor machinelearningwithsparkandpythonessentialtechniquesforpredictiveanalytic |