Data science projects with Python : a case study approach to gaining valuable insights from real data with machine learning /: a case study approach to gaining valuable insights from real data with machine learning. (2021)

Record Type:
Book
Title:
Data science projects with Python : a case study approach to gaining valuable insights from real data with machine learning /: a case study approach to gaining valuable insights from real data with machine learning. (2021)
Main Title:
Data science projects with Python : a case study approach to gaining valuable insights from real data with machine learning
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 ForestsGradient Boosting, XGBoost, and SHAP (SHapley Additive exPlanations) ValuesTest Set Analysis, Financial Insights, and Delivery to the Client.
Edition:
Second edition
Publisher Details:
Birmingham : Packt Publishing
Publication Date:
2021
Extent:
1 online resource
Subjects:
006.33
Python (Computer program language)
Machine learning
Data mining
Languages:
English
ISBNs:
9781800569447
Related ISBNs:
9781800564480
Notes:
Note: Description based on CIP data; resource not viewed.
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.
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:
British Library HMNTS - ELD.DS.631193
Ingest File:
05_044.xml