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Showing posts from February, 2025

Optimize Azure Storage Costs with Smart Tier — A Complete Guide to Microsoft’s Automated Tiering Feature

  Smart Tier for Azure Blob & Data Lake Storage — A Smarter, Cost-Efficient Way to Manage Your Data Microsoft has introduced  Smart Tier  (Public Preview), a powerful automated data-tiering feature for  Azure Blob Storage  and  Azure Data Lake Storage . This feature intelligently moves data between the  hot ,  cool , and  cold  access tiers based on real-world usage patterns—no manual policies, rules, or lifecycle setups required. 🔥 What is Smart Tier? Smart Tier automatically analyzes your blob access patterns and moves data to the most cost-efficient tier. It eliminates guesswork and minimizes the need for administrators to manually configure and adjust lifecycle management rules. ✨ Key Benefits Automatic tiering based on access patterns No lifecycle rules or policies required Instant promotion to hot tier when data is accessed Cost-efficient storage for unpredictable workloads No early deletion fees ...

Common Key Terms & Terminologies

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 scroll down or do CTRL + F if you don't find any term on top........................................ Data warehouse A Data Warehouse (DWH) is a centralized repository designed for storing, managing, and analyzing large volumes of structured data from multiple sources. It enables businesses to perform complex queries, generate reports, and gain insights for decision-making. Key Characteristics: Subject-Oriented : Organized around key business areas (e.g., sales, finance). Integrated : Combines data from different sources into a unified format. Time-Variant : Stores historical data for trend analysis. Non-Volatile : Data is read-only and does not change once stored. Common Technologies: On-Premise : SQL Server, Oracle, Teradata Cloud-Based : Amazon Redshift , Google BigQuery, Snowflake, Azure Synapse Analytics A data warehouse supports Business Intelligence (BI) and analytics by providing structured, cleaned, and optimized data for reporting and decision-making.

Amazon Redshift

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                                                      Amazon Redshift 

Insight of Alteryx

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organizations are faced with an ever-increasing volume of data from diverse sources. The ability to harness, process, and analyze this data is paramount to making informed decisions and gaining a competitive edge. Alteryx, a data analytics platform, has emerged as a powerful tool for transforming raw data into actionable insights. In this article, we will explore what Alteryx is, its key features, and how it empowers businesses to unlock the potential of their data. What is Alteryx? Alteryx is a data analytics platform that offers a comprehensive set of tools for data blending, preparation, and advanced analytics. It provides a user-friendly, code-free environment for data professionals to work with data, enabling them to perform complex data operations, create predictive models, and deliver valuable insights. Key Features of Alteryx Workflow : At the core of Alteryx is the concept of a workflow, which represents a sequence of connected tools that perform specific data operations. Wor...