Independent thinking. Connected data.

Hi, I'm Datta Sable

Complex data.
Clear decisions.

Business intelligence, thoughtful automation, and the engineering behind it. Explore practical guides and interactive projects built to make your next decision clearer.

Microsoft Fabric Data engineering AI & automation
Clarity / analytics studio
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01 / THE INTERACTIVE WORKSPACE A small preview of how I think in data.

THE READING ROOM

Ideas worth building on.

Practical guides on data, intelligent workflows, and the systems behind them.

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06 selected reads
FROM CONCEPT TO CONFIDENCE

Understand it.
Build it.
Make it yours.

Practical ideas deserve practical next steps. Explore the reasoning, try the implementation, and adapt it to your own work.

Find the why

Architecture, context, and tradeoffs.

01

Explore the how

Patterns, examples, and implementation.

02

Test your thinking

Measure results in your own environment.

03
Meet the person behind the guides
THE PUBLICATION

Room to keep exploring.

122Published articles
25Article categories
THE NEXT GOOD IDEA

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A FEW GOOD QUESTIONS

Clear answers.
Better next steps.

A starting point for the questions behind your data, your tools, and your next skill.

Find a guide in the directory
01
Microsoft Fabric

What is Microsoft Fabric and how does it benefit enterprise data systems?

Microsoft Fabric is an all-in-one analytics solution for enterprises that covers everything from data movement to data science, Real-Time Analytics, and business intelligence. It integrates separate services like Azure Synapse, Data Factory, and Power BI into a single, unified SaaS platform built on an open OneLake data foundation.

02
Certifications

Which Microsoft Fabric certification should I take first?

Choose by role: DP-600 covers Fabric analytics engineering, DP-700 covers Fabric data engineering, and DP-800 covers AI-enabled database development across Microsoft SQL platforms. Compare the current Microsoft Learn study guides with the work you want to do.

03
Direct Lake Mode

What is Direct Lake mode in Power BI and Fabric?

Direct Lake is a ground-breaking semantic model capability for analyzing very large volumes of data in Power BI. It allows loading data directly from Delta tables in OneLake into the Power BI engine without converting it or executing queries in DirectQuery or Import modes, keeping dashboard rendering speeds incredibly fast.

04
Power BI Learning

How do I start learning Power BI effectively?

Begin by mastering clean star-schema data modeling practices, followed by learning fundamental DAX calculations. We recommend official Microsoft Learn pathways, running hands-on exercises with real datasets, and studying technical blogs like our collection to understand enterprise patterns.

05
SQL Certifications

Which SQL database certification is best for data professionals?

For cloud data engineers, Snowflake SnowPro Core or Microsoft Azure Database Administrator certifications are highly valued. However, a deep understanding of standard ANSI SQL, query plan analysis, and indexing mechanics is far more critical in day-to-day work than any specific certificate.

06
Technical Stack

What tools and technologies do you use for data automation?

Our typical technical stack includes Microsoft Fabric, Power BI, PostgreSQL, DuckDB, Python (for ETL pipelines), dbt (for data transformations), and n8n (for cloud service and API workflow orchestrations).