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Machine Learning with Python for Everyone

By: Material type: TextTextLanguage: English Publication details: Noida, Uttar Pradesh: Pearson India Education Services, 2020Description: 453ISBN:
  • 9789353944902
Subject(s): DDC classification:
  • 006.31 FEN
Summary: Students are rushing to master powerful machine learning techniques for improving decision-making and scaling analysis to immense datasets. Machine Learning with Python for Everyone brings together all they'll need to succeed: a practical understanding of the machine learning process, accessible code, skills for implementing that process with Python and the scikit-learn library, and real expertise in using learning systems intelligently. Reflecting 20 years of experience teaching non-specialists, the author teaches through carefully-crafted datasets that are complex enough to be interesting, but simple enough for non-specialists. Building on this foundation, the book presents real-world case studies that apply his lessons in detailed, nuanced ways. Throughout, he offers clear narratives, practical &ldquocode-alongs," and easy-to-understand images focusing on mathematics only where it's necessary to make connections and deepen insight."
List(s) this item appears in: New Arrivals for the Month of March 2023 - Computer Science and Data Science | New Arrivals for the Month of September - 2023 | New Arrivals for the Month of November - 2023
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds
Reference Book Reference Book Alliance College of Engineering and Design CSE & IT 006.31 FEN (Browse shelf(Opens below)) 1 Not for loan E13267
Book Book Alliance College of Engineering and Design CSE & IT 006.31 FEN (Browse shelf(Opens below)) 4 Available E13270
Book Book Alliance College of Engineering and Design SC & ST Book Bank - Mezzanine Floor CSE & IT 006.31 FEN (Browse shelf(Opens below)) 2 Available E13268
Book Book Alliance College of Engineering and Design CSE & IT 006.31 FEN (Browse shelf(Opens below)) 3 Available E13269
Book Book Alliance College of Engineering and Design CSE & IT 006.31 FEN (Browse shelf(Opens below)) 5 Checked out 18/12/2024 E13271
Book Book Alliance College of Engineering and Design CSE & IT 006.31 FEN (Browse shelf(Opens below)) Available E12268
Book Book Alliance School of Liberal Arts CSE & IT 006.31 FEN (Browse shelf(Opens below)) Available LA02183
Total holds: 0

Students are rushing to master powerful machine learning techniques for improving decision-making and scaling analysis to immense datasets. Machine Learning with Python for Everyone brings together all they'll need to succeed: a practical understanding of the machine learning process, accessible code, skills for implementing that process with Python and the scikit-learn library, and real expertise in using learning systems intelligently.

Reflecting 20 years of experience teaching non-specialists, the author teaches through carefully-crafted datasets that are complex enough to be interesting, but simple enough for non-specialists. Building on this foundation, the book presents real-world case studies that apply his lessons in detailed, nuanced ways. Throughout, he offers clear narratives, practical &ldquocode-alongs," and easy-to-understand images focusing on mathematics only where it's necessary to make connections and deepen insight."

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