Feature engineering made easy : identify unique features from your dataset in order to build powerful machine learning systems /: identify unique features from your dataset in order to build powerful machine learning systems. (2018)

• Record Type: Book
• Further Information: Note: Sinan Ozdemir, Divya Susarla.
• Authors: Ozdemir, Sinan; Susarla, Divya
• Contents: Table of Contents Introduction to Feature Engineering Feature Understanding - What's in My Data? Feature Improvement - Cleaning Datasets Feature Construction Feature Selection Feature Transformation - How to Change Your Perspective Feature Learning - Automatic Construction of Features Putting it All Together.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 006.31; Computers -- Intelligence (AI) & Semantics; Machine learning; Big data; Electronic data processing; Big data; Electronic data processing; Machine learning; Computers -- Data Modeling & Design; Database design & theory; Artificial intelligence; Information architecture; Computers -- Data Processing; Data capture & analysis; Electronic books
• Languages: English
• ISBNs: 9781787286474; 1787286479
• Related ISBNs: 9781787287600
• Notes: Note: Description based on online resource; title from title page (Safari, viewed February 16, 2018).
• 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.