Scala for Exploratory Data Analysis
Scala for Exploratory Data Analysis by Finbarrs Oketunji
English | November 10, 2024 | ISBN: N/A | ASIN: B0DMMT7R97 | 701 pages | EPUB | 0.38 Mb
English | November 10, 2024 | ISBN: N/A | ASIN: B0DMMT7R97 | 701 pages | EPUB | 0.38 Mb
Scala for Exploratory Data Analysis takes you from Scala basics to advanced data engineering techniques for large-scale data analysis. Through practical examples and real-world case studies, you'll learn how to build high-performance data pipelines, implement statistical models, and deploy machine-learning solutions using Scala and Apache Spark.
The book covers topics from data preprocessing and visualisation to production deployment and automation, making it perfect for data scientists and engineers who want to level up their skills.
Whether you're transitioning from Python or R, or seeking to enhance your existing Scala expertise, each chapter provides clear, actionable insights backed by industry best practices. With hands-on exercises and complete GitHub Actions workflows, you'll finish this book ready to engineer and maintain intelligent data solutions that scale.