THE STEP BY STEP GUIDE FOR SUCCESSFUL IMPLEMENTATION OF DATA LAKE-LAKEHOUSE-DATA WAREHOUSE: "THE STEP BY STEP GUIDE FOR SUCCESSFUL IMPLEMENTATION OF DATA LAKE-LAKEHOUSE-DATA WAREHOUSE"
By AJIT DASH
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Also, this paper provides pointers on various topics such as data processing, storage layers, downstream process /planning, data quality, data governance, data retention-backup, & data visibility, security, automation, tools selection, physical/ logical architecture sample etc. are summarized.
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THE STEP BY STEP GUIDE FOR SUCCESSFUL IMPLEMENTATION OF DATA LAKE-LAKEHOUSE-DATA WAREHOUSE - AJIT DASH
PREFACE
This book gives information about the Data Lake, Lakehouse and Delta Lake, best practices, and precautions for successful implementation. Our general understanding is that the Data Lake and Lakehouse is a storage place. While that is true, it also the brain of an enterprise; it must be designed as per the business need with proper intelligence in place. In here, a comparison of a Data Lake, Lakehouse, Delta Lake, and Data Warehouse are analyzed thoroughly. How a Lakehouse could be easily expanded to a Delta Lake is summarized. A step-by-step analysis, design, development, and implementation plans with all the challenges and best practices are described in detail.
Also, this book provides recommendations, best practices on various topics such as data processing, storage layers, downstream process, planning, data quality, data governance, data retention-backup, data visibility, security, automation, tools selection and physical/ logical architecture samples, etc.
WHOM IS THIS BOOK FOR?
As data becoming a crucial asset for any type of organization and it is playing a bigger role starting from decision making to creating innovations to meet the present and future goals. Organizations are realizing that by using data and data analytics they can overcome any obstacles or challenges coming their way. In a corporation a wrong analysis of data could cause havoc in the decision-making process (financial or deliverables).
Most companies are relying on past and present data and using this information companies are creating analytics that eventually help them in the right direction.
THE STEP BY STEP GUIDE FOR SUCCESSFUL IMPLEMENTATION OF DATA LAKE - LAKEHOUSE -DATA WAREHOUSE
gives information about how the present and history data could be saved to get the right data insights to help the decision making process to meet a company’s end