Big Data Architect's Handbook: A guide to building proficiency in tools and systems used by leading big data experts
By 作者: Syed Muhammad Fahad Akhtar
ISBN-10 书号: 1788835824
ISBN-13 书号: 9781788835824
Release Finelybook 出版日期: 2018-06-21
Pages 页数: 486
The Book Description robot was collected from Amazon and arranged by Finelybook
The big data architects are the “masters” of data, and hold high value in today’s market. Handling big data, be it of good or bad quality, is not an easy task. The prime job for any big data architect is to build an end-to-end big data solution that integrates data from different sources and analyzes it to find useful, hidden insights.
Big Data Architect’s Handbook takes you through developing a complete, end-to-end big data pipeline, which will lay the foundation for you and provide the necessary knowledge required to be an architect in big data. Right from understanding the design considerations to implementing a solid, efficient, and scalable data pipeline, this book walks you through all the essential aspects of big data. It also gives you an overview of how you can leverage the power of various big data tools such as Apache Hadoop and ElasticSearch in order to bring them together and build an efficient big data solution.
By the end of this book, you will be able to build your own design system which integrates, maintains, visualizes, and monitors your data. In addition, you will have a smooth design flow in each process, putting insights in action.
1: WHY BIG DATA?
2: BIG DATA ENVIRONMENT SETUP
3: HADOOP ECOSYSTEM
4: NOSQL DATABASE
5: OFF-THE-SHELF COMMERCIAL TOOLS
7: NETWORK INFRASTRUCTURE
8: CLOUD INFRASTRUCTURE
9: SECURITY AND MONITORING
10: FRONTEND ARCHITECTURE
11: BACKEND ARCHITECTURE
12: MACHINE LEARNING
13: ARTIFICIAL INTELLIGENCE
15: STRUCTURED DATA
16: UNSTRUCTURED DATA
17: DATA VISUALIZATION
18: FINANCIAL TRADING SYSTEM
19: RETAIL RECOMMENDATION SYSTEM
What You Will Learn
Learn Hadoop Ecosystem and Apache projects
Understand, compare NoSQL database and essential software architecture
Cloud infrastructure design considerations for big data
Explore application scenario of big data tools for daily activities
Learn to analyze and visualize results to uncover valuable insights
Build and run a big data application with sample code from end to end
Apply Machine Learning and AI to perform big data intelligence
Practice the daily activities performed by big data architects
Syed Muhammad Fahad Akhtar
Syed Muhammad Fahad Akhtar has 12+ years of industry experience in analysis, designing, developing, integrating, and managing large applications in different industries. He has vast exposure of working in UAE, Pakistan, and Malaysia and is currently working in ASIT Solutions as a solution architect.
He received his master’s from Torrens University, Australia, and bachelor of science in computer engineering from National University of Computer and Emerging Sciences (FAST), Pakistan.