category:digital product
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Databricks Unity Catalog: Ensure Secure Publication of Governed Data Products with Lineage Tracking
Databricks Unity Catalog: Secure Publication with Lineage Tracking Databricks Unity Catalog: Secure Publication of Governed Data Products with Lineage Tracking This tutorial demonstrates the secure publication of governed data products with lineage tracking using Databricks Unity Catalog and Databricks SQL. We’ll focus solely on the publication and lineage aspects, utilizing a simplified scenario to illustrate…
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Databricks Governance: Investigate Why Analysts Lost Access after a Production Deployment
Databricks Governance Tutorial: Access Loss Investigation Databricks Governance Tutorial: Investigate Why Analysts Lost Access after a Production Deployment using Databricks SQL This tutorial guides you through investigating why analysts lost access to a Databricks SQL endpoint following a production deployment. We’ll examine the key steps involved in tracking down the issue, focusing on user access…
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Databricks SQL: Create External Tables at Governed Locations
Databricks SQL Tutorial: Create External Tables at Governed Locations Databricks SQL Tutorial: Create External Tables at Governed Locations This tutorial guides you through creating external tables in Databricks SQL, specifically focusing on using governed locations. We’ll proceed with a series of scripts, each building upon the previous one to progressively develop your understanding. Script 1:…
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Databricks SQL: Publish Aggregated Gold Tables
Databricks SQL Tutorial: Publish Aggregated Gold Tables Databricks SQL Tutorial: Publish Aggregated Gold Tables This tutorial guides you through publishing aggregated “gold” tables in Databricks SQL. We will build this process incrementally, focusing on the core functionality. The goal is to understand how to efficiently publish pre-calculated data for downstream consumption. Script 1: Create and…
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Databricks SQL: Validate Production Tables before Publication
Databricks SQL: Validate Production Tables Before Publication Databricks SQL: Validate Production Tables Before Publication This tutorial guides you through a crucial data engineering task: validating production tables before publishing them to downstream consumers. We’ll use Databricks SQL to ensure data quality and consistency, building a robust data pipeline. This approach aligns with Data Platform Engineering…
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Python Advanced: Count Frequencies with collections.Counter
Python Advanced: Counting Frequencies with collections.Counter Python Advanced: Counting Frequencies with collections.Counter This tutorial will demonstrate how to use the `collections.Counter` class in Python to efficiently count the frequencies of items in a list or other iterable. `collections.Counter` is a powerful tool for data analysis and provides a more concise and often faster alternative to…
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Python Advanced: Remove Duplicates while Preserving Order
Python Advanced: Remove Duplicates while Preserving Order body { font-family: sans-serif; } h1, h2, p, ul, li { margin: 1em; } pre { background-color: #f0f0f0; padding: 1em; border: 1px solid #ccc; overflow-x: auto; } code { font-family: monospace; } Python Advanced: Remove Duplicates while Preserving Order This tutorial demonstrates how to remove duplicate elements from…
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Python: Math – Add and Subtract Fractions with Unlike Denominators
Python: Math – Add and Subtract Fractions with Unlike Denominators Python: Math – Add and Subtract Fractions with Unlike Denominators This tutorial will guide you through adding and subtracting fractions with unlike denominators using Python. We’ll build upon simple examples to gradually incorporate more complex calculations. Understanding the Problem Adding and subtracting fractions requires that…
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Python: Math – Solve One-Step Linear Equations
Python: Math – Solve One-Step Linear Equations Python: Math – Solve One-Step Linear Equations This tutorial will guide you through solving simple one-step linear equations using Python. We’ll focus on using the assignment operator (=) to store the result of a mathematical operation. Understanding One-Step Linear Equations A one-step linear equation is an equation that…
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Python: Math – Calculate Percentages and Discounts
Python: Calculate Percentages and Discounts Python: Calculate Percentages and Discounts This tutorial demonstrates how to calculate percentages and discounts using Python. We’ll build progressively complex programs to solidify your understanding. Example 1: Simple Percentage Calculation Let’s start with a simple example: calculating the percentage of a value. We’ll calculate 20% of 100. def calculate_percentage(total, percentage):…
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