Algorithms for Data Science / by Brian Steele, John Chandler, Swarna Reddy.
Material type: TextLanguage: English Publisher: Cham : Springer International Publishing, 2016Description: XXIII, 430 páginas : ilustraciones ; 24 cmContent type: texto Media type: sin mediación Carrier type: volumenISBN: 9783319457956Subject(s): Minería de datos | Estadística | Procedimiento electrónico de datos | Algoritmos computacionales | Estadística | Inversiones -- Procesamiento de datos | Negocios -- Procesamiento de datosDDC classification: 006.312Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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General | 006.312 / ST799a 2016 (Browse shelf(Opens below)) | Ej. 1 | Available | 7110001717 |
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006.31 / SH531 2021 Analytics, data science, & artificial intelligence : systems for decision support / | 006.31 / SH531a 2020 Analytics, data science, & artificial intelligence : systems for decision support / | 006.312 / M478 2023 Python para el análisis de datos : manipulación de datos con pandas, NumPy y Jupyter / | 006.312 / ST799a 2016 Algorithms for Data Science / | 006.312 / T686 2022 Ciencia de los datos con Python / | 006.32 / B553 2019 Redes neuronales & deep learning / | 006.32 / B553 2019 Redes neuronales & deep learning / |
Incluye índice.
Introduction; Data Mapping and Data Dictionaries; Scalable Algorithms and Associative Statistics; Hadoop and MapReduce; Data Visualization; Linear Regression Methods; Healthcare Analytics; Cluster Analysis; k-Nearest Neighbor Prediction Functions; The Multinomial Naive Bayes Prediction Function; Forecasting; Real-time Analytics.
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