TY  - BOOK
AU  - Bowles,Michael
TI  - Machine Learning with Spark and Python: Essential Techniques for Predictive Analytics 
SN  - 9781119562023
AV  - Q325.5 
U1  - 006.3/1 23
PY  - 2019///
CY  - Newark
PB  - Wiley
KW  - Machine learning
KW  - Apprentissage automatique
KW  - fast
N1  - Front Matter -- The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python; 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)
N2  - Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark-a ML framework from the Apache foundation. By implementing Spark, machine learning students can easily process much large data sets and call the spark algorithms using ordinary Python code
UR  - https://onlinelibrary.wiley.com/doi/book/10.1002/9781119562023
ER  -