Book
Hands-On Data Analysis with Scala
This book will help you perform effective data analysis with Scala using practical examples. You will come across different challenges and their effective solutions for a variety of data processing tasks - be it data exploration, data manipulation, or real-time data analysis using Apache Spark.
Offered by
Difficulty Level
Intermediate
Completion Time
9h56m
Language
English
About Book
Who Is This Book For?
If you are a data scientist or a data analyst who wants to learn how to perform data analysis using Scala, this book is for you. All you need is knowledge of the basic fundamentals of Scala programming.
Hands-On Data Analysis with Scala
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h56m total length
Scala Overview
Data Analysis Life Cycle
Data Ingestion
Data Exploration and Visualization
Applying Statistics and Hypothesis Testing
Intro to Spark for distributed Data Analysis
Traditional Machine Learning for Data Analysis
Near Real Time Data Analysis using Streaming
Working with Data at scale
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