Scaling Machine Learning with Spark: Distributed ML with MLlib, TensorFlow, and PyTorch
Adi PolakLearn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals—allowing data and ML practitioners to collaborate and understand each other better.
Scaling Machine Learning with Spark examines several technologies for building end-to-end distributed ML workflows based on the Apache Spark ecosystem with Spark MLlib, MLflow, TensorFlow, and PyTorch. If you're a data scientist who works with machine learning, this book shows you when and why to use each technology.
You will:
หมวดหมู่:
ปี:
2023
สำนักพิมพ์:
O'Reilly Media
ภาษา:
english
จำนวนหน้า:
291
ISBN 10:
1098106822
ISBN 13:
9781098106829
ไฟล์:
EPUB, 6.93 MB
IPFS:
,
english, 2023