Python Data Analysis :: Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python /
Data analysis enables one to generate value from small and big data by discovering new patterns and trends. Python is a popular tool for analyzing a wide variety of data. This books instructs how to get up and running with using Python for data analysis by exploring the different phases and methodol...
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| Main Author: | |
|---|---|
| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Birmingham :
Packt Publishing, Limited,
2021
|
| Edition: | Third edition. |
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | Data analysis enables one to generate value from small and big data by discovering new patterns and trends. Python is a popular tool for analyzing a wide variety of data. This books instructs how to get up and running with using Python for data analysis by exploring the different phases and methodologies used in data analysis and learning how to use modern libraries from the Python ecosystem to create efficient data pipelines. |
| Item Description: | Description based upon print version of record. |
| Physical Description: | 1 online resource (463 pages) |
| ISBN: | 9781789953459 1789953456 |
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| spelling | Navlani, Avinash. Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / Avinash Navlani, Armando Fandango, Ivan Idris. Third edition. Birmingham : Packt Publishing, Limited, 2021 1 online resource (463 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Description based upon print version of record. Foundation for Data Analysis -- Exploratory Data Analysis and Data Cleaning -- Deep Dive into Machine Learning -- NLP, Image Analytics, and Parallel Computing. Data analysis enables one to generate value from small and big data by discovering new patterns and trends. Python is a popular tool for analyzing a wide variety of data. This books instructs how to get up and running with using Python for data analysis by exploring the different phases and methodologies used in data analysis and learning how to use modern libraries from the Python ecosystem to create efficient data pipelines. Python (Computer program language) http://id.loc.gov/authorities/subjects/sh96008834 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Python (Langage de programmation) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Data Modeling & Design. bisacsh COMPUTERS Data Processing. bisacsh COMPUTERS Data Visualization. bisacsh Data mining fast Electronic data processing fast Machine learning fast Python (Computer program language) fast Fandango, Armando. Idris, Ivan. has work: Python data analysis (Text) https://id.oclc.org/worldcat/entity/E39PCGkTPBJgJQQFgBf6G8YGd3 https://id.oclc.org/worldcat/ontology/hasWork Print version: Navlani, Avinash Python Data Analysis - Third Edition Birmingham : Packt Publishing, Limited,c2021 |
| spellingShingle | Navlani, Avinash Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / Foundation for Data Analysis -- Exploratory Data Analysis and Data Cleaning -- Deep Dive into Machine Learning -- NLP, Image Analytics, and Parallel Computing. Python (Computer program language) http://id.loc.gov/authorities/subjects/sh96008834 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Python (Langage de programmation) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Data Modeling & Design. bisacsh COMPUTERS Data Processing. bisacsh COMPUTERS Data Visualization. bisacsh Data mining fast Electronic data processing fast Machine learning fast Python (Computer program language) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh96008834 http://id.loc.gov/authorities/subjects/sh85042288 http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh97002073 |
| title | Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / |
| title_auth | Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / |
| title_exact_search | Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / |
| title_full | Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / Avinash Navlani, Armando Fandango, Ivan Idris. |
| title_fullStr | Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / Avinash Navlani, Armando Fandango, Ivan Idris. |
| title_full_unstemmed | Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / Avinash Navlani, Armando Fandango, Ivan Idris. |
| title_short | Python Data Analysis : |
| title_sort | python data analysis perform data collection data processing wrangling visualization and model building using python |
| title_sub | Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / |
| topic | Python (Computer program language) http://id.loc.gov/authorities/subjects/sh96008834 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Python (Langage de programmation) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Data Modeling & Design. bisacsh COMPUTERS Data Processing. bisacsh COMPUTERS Data Visualization. bisacsh Data mining fast Electronic data processing fast Machine learning fast Python (Computer program language) fast |
| topic_facet | Python (Computer program language) Electronic data processing. Machine learning. Data mining. Python (Langage de programmation) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Data Modeling & Design. COMPUTERS Data Processing. COMPUTERS Data Visualization. Data mining Electronic data processing Machine learning |
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