Hands-On Data Analysis with Scala

Efficient business decisions with an accurate sense of business data helps in delivering better performance across products and services. Hands-On Data Analysis with Scala helps you to leverage the popular Scala libraries and tools for performing core data analysis tasks with ease. (Limited-time offer)

Table of Contents

• Section 1: Scala and Data Analysis Life Cycle
• Scala Overview
• Data Analysis Life Cycle
• Data Ingestion
• Data Exploration and Visualization
• Applying Statistics and Hypothesis Testing
• Section 2: Advanced Data Analysis and Machine Learning
• Introduction to Spark for Distributed Data Analysis
• Traditional Machine Learning for Data Analysis
• Section 3: Real-Time Data Analysis and Scalability
• Near Real-Time Data Analysis Using Streaming
• Working with Data at Scale

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