How to Learn Big Data Analytics with Hadoop for Free
Big data analytics is the process of extracting insights from large and complex datasets using various tools and techniques. Hadoop is one of the most popular platforms for big data analytics, as it provides a distributed and scalable framework for storing and processing data. Hadoop also supports a variety of applications and languages, such as Spark, Flink, Java, Scala, Python, and R.
If you want to learn big data analytics with Hadoop, you might be wondering where to start and how much it will cost you. Fortunately, there are many resources available online that can help you learn this skill for free. In this article, we will introduce some of the best sources of free PDF books and tutorials on big data analytics with Hadoop.
Data Analytics with Hadoop by Benjamin Bengfort and Jenny Kim
This book is published by O'Reilly Media and covers how to use statistical and machine-learning techniques across large datasets with Hadoop. You will learn how to perform data mining, data warehousing, and data workflows with Hadoop tools such as Hive, HBase, Sqoop, Flume, Pig, and Spark. You will also learn how to implement distributed algorithms and design patterns for big data analysis. You can read this book online for free with a 10-day trial on the O'Reilly learning platform.
Big Data Analytics with Hadoop 3 by Sridhar Alla and Saurav Ghosh
This book is published by Packt and shows you how to build powerful analytics solutions with Hadoop 3 and its ecosystem. You will learn how to set up a Hadoop cluster, work with different data formats and sources, and use various frameworks such as MapReduce, Spark, Flink, Kafka, and Storm. You will also learn how to apply machine learning and deep learning techniques on big data with libraries such as Spark MLlib, TensorFlow, and Keras. You can download the code files for this book from GitHub.
BIG DATA ANALYTICS: Introduction to Hadoop, Spark, and Machine-Learning Techniques by Dr. Srinivasan Madheswaran
This book is published by PHI Learning Pvt. Ltd. and provides a comprehensive introduction to big data analytics and its applications. You will learn the basics of Hadoop architecture and components, as well as how to use Spark for fast and interactive data analysis. You will also learn various machine learning techniques such as classification, clustering, regression, recommendation systems, natural language processing, computer vision, and deep learning. You can preview this book on Google Books.
Big data analytics with Hadoop is a valuable skill that can help you gain insights from massive amounts of data and solve real-world problems. There are many free resources available online that can help you learn this skill at your own pace and convenience. We hope this article has given you some useful suggestions on where to find free PDF books and tutorials on big data analytics with Hadoop. aa16f39245