Hands-On Data Analysis with Pandas : A Python data science handbook for data collection, wrangling, analysis, and visualization, 2nd Edition /: A Python data science handbook for data collection, wrangling, analysis, and visualization, 2nd Edition. (2021)

• Record Type: Book
• Further Information: Note: Stefanie Molin, Ken Jee.
• Authors: Molin, Stefanie
• Other Names: Jee, Ken writer of supplementary textual content.
• Contents: Table of ContentsIntroduction to Data AnalysisWorking with Pandas DataFramesData Wrangling with PandasAggregating Pandas DataFramesVisualizing Data with Pandas and MatplotlibPlotting with Seaborn and Customization TechniquesFinancial Analysis - Bitcoin and the Stock MarketRule-Based Anomaly DetectionGetting Started with Machine Learning in PythonMaking Better Predictions - Optimizing ModelsMachine Learning Anomaly DetectionThe Road Ahead.
• Edition: Second edition
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2021
• Extent: 1 online resource (788 pages)
• Subjects: Computers -- Data Processing; Computers -- Database Management -- Data Mining; Data capture & analysis; Data mining; Information visualization
• Languages: English
• ISBNs: 9781800565913; 1800565917
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.