Data science projects with Python : a case study approach to successful data science projects using Python, pandas, and scikcit-learn /: a case study approach to successful data science projects using Python, pandas, and scikcit-learn. ([2019])

• Record Type: Book
• Further Information: Note: Stephen Klosterman.
• Authors: Klosterman, Stephen
• Contents: Table of ContentsData Exploration and CleaningIntroduction to Scikit-Learn and Model EvaluationDetails of Logistic Regression and Feature ExplorationThe Bias-Variance Trade-offDecision Trees and Random ForestsImputation of Missing Data, Financial Analysis, and Delivery to Client.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2019
• Extent: 1 online resource (iv, 353 pages, 5 unnumbered pages), illustrations
• Subjects: 006.33; Python (Computer program language); Machine learning; Data mining; Information visualization; Data mining; Information visualization; Machine learning; Python (Computer program language); Electronic books
• Languages: English
• ISBNs: 9781523125289; 1523125284; 9781838552602
• Related ISBNs: 1838551026; 9781838551025; 183855260X
• 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.