[Book Giveaway] ๐—ง๐—ต๐—ฒ ๐——๐—ฒ๐—ณ๐—ถ๐—ป๐—ถ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—š๐˜‚๐—ถ๐—ฑ๐—ฒ ๐˜๐—ผ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—™๐—ฎ๐—ฏ๐—ฟ๐—ถ๐—ฐ

Hello Cloud Marathoners!

I got an opportunity to work with Packt publishing to review a new book on Microsoft Fabric. I am excited to share my first impression and announce a giveaway for three lucky #CloudMarathoner community members who can get this book via raffle on June 5th.

Brief A Cloud Marathoner Review

There is a moment many of us have experienced. You spend hours following a tutorial. Step by step. Everything works. You feel productive.
And thenโ€ฆ a few days later, you realize something is off.

You need to start over. Not because you did something wrongโ€”but because you didnโ€™t fully understand what you built.

If this sounds familiar, youโ€™re not alone. And honestly, this is one of the biggest silent lessons in tech: speed without understanding often leads to rework.

That is exactly why The Definitive Guide to Microsoft Fabric caught my attentionโ€”and why I wanted to share it with the Cloud Marathoner community.

What is Microsoft Fabric?

Letโ€™s simplify it: Microsoft Fabric is a unified data and analytics platform.

Instead of working with multiple disconnected services, Fabric brings everything together; data ingestion, storage, transformation, analytics, AI, and visualizationโ€”into a single integrated experience.

Think about it this way:

  • One place to store your data (OneLake)
  • One platform to process and transform it
  • One ecosystem to build insights, reports, and intelligent solutions

Microsoft Fabric includes capabilities like:

  • Data Factory (data integration)
  • Data Engineering & Data Science
  • Real-Time Analytics
  • Data Warehouse
  • Power BI for visualization

The biggest shift here is not just about toolsโ€”itโ€™s about mindset:

Moving from fragmented solutions to a unified, scalable, and governed data platform.

And that is where many people struggle with understanding how everything fits together in Microsoft Fabric.

How to WIN the book raffle

As part of the Cloud Marathoner journey, I always try to give back to the communityโ€”not just through content, but through opportunities. For this book, I organized a simple giveaway:

๐ŸŽฏ 3 lucky winners received a free copy

To participate, community members could:

  • Liked ๐Ÿ‘ the post
  • Commented ๐Ÿ’ฌ
  • Reposted โ™ป๏ธ

Why do I do this?

Well, because learning should be accessible. Sometimes, the difference between โ€œI want to learn thisโ€ and โ€œI actually startedโ€ is a single opportunityโ€”a book, a resource, a push, or a community moment.

As my dear friends, you know that Cloud Marathoner is not just about content. It is more about:

  • Encouraging continuous learning
  • Supporting each otherโ€™s journeys
  • Creating opportunities together

And as always, we grow faster when we grow together by helping each other to keep the momentum rolling.

What is covered in this book

What makes this book stand out is the depth and structure. It doesnโ€™t just teach how to use Microsoft Fabric, it goes well beyond by explains why things work the way they do. Basically, this book takes you on a full journey by beginning with:

๐Ÿ”น Foundations and Getting Started
  • It starts with What Microsoft Fabric is?
  • Core architecture concepts
  • Real-world use cases
  • Setting up your first environment

Next it continues with the most important sections of OneLake and UDD:

๐Ÿ”น OneLake and Unified Data Design
  • The lakehouse concept
  • Data organization strategies
  • OneLake as the unified data layer
  • Governance and security structures
  • Data mesh architecture approaches
๐Ÿ”น Data Ingestion & Transformation

This section explores multiple approaches to ingesting and shaping data where you learn practical and applicable scenarios in real-world:

  • Pipelines and orchestration
  • Notebooks (Spark-based engineering)
  • Real-time ingestion
  • Dataflows (low-code transformations)
  • SQL and Spark transformations
  • Even AI-assisted workflows with Copilot

Then it follows with a section that helps you stop guessing and start making informed decisions.

๐Ÿ”น Analytics, Real-Time Processing, and Architecture Decisions
  • Differences between data warehouse and lakehouse
  • Real-time analytics and event streaming
  • Time-series data and alerting patterns
  • When to use which architectural pattern
๐Ÿ”น Advanced Topics: AI, Governance, and Optimization

Finally, the book goes beyond building solutions by focusing on each aspect of your solution(s):

  • AI and machine learning integration
  • Semantic modeling and reporting
  • Governance and compliance
  • Security best practices
  • Cost optimization at scale
  • DevOps & DataOps principles

This is what transforms a solution into a production-ready platform.

Who will benefit from this book

This book is designed for a wide range of learners, including but not limited to:

  • Data engineers
  • Analytics engineers
  • Cloud and data architects
  • Analysts moving into design roles
  • Technical leaders working on modern data platforms

From a Cloud Marathoner perspective, I would break it down to simple three roles that you might associated with. Namely; Beginner. Practitioner and more advanced role such as Architect.

You will like this book as beginner, if youโ€™re overwhelmed by scattered tutorials, this book gives you structure and clarity.

You will like this book as practitioner, if you already work in Azure, Power BI, or data platforms, this helps you connect the dots across services.

You will like this book as architect, if you design systems, this book helps you think in terms of:

  • scalability
  • governance
  • platform design
  • long-term strategy

You donโ€™t need to know everything to start, just a basic understanding of databases, SQL, and Python would be enough to get started.

๐Ÿ ๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐— ๐—ฎ๐—ฟ๐—ฎ๐˜๐—ต๐—ผ๐—ป๐—ฒ๐—ฟ ๐˜๐—ฎ๐—ธ๐—ฒ๐—ฎ๐˜„๐—ฎ๐˜†

Here is the biggest lesson I took from this book:

Donโ€™t just follow steps โ€” understand the system.

In my experience, the people who grow fastest in tech are not the ones who complete the most tutorials. They are the ones who take time to understand the โ€œwhyโ€ behind the โ€œhow.โ€

This book reinforces something I believe deeply:

  • Strong fundamentals = less rework
  • Better understanding = better decisions
  • Deep learning = long-term confidence

And that aligns perfectly with the Cloud Marathoner mindset:

๐Ÿƒ Learn deeply
๐Ÿ” Improve continuously
๐ŸŽฏ Build with confidence

Because in the end, this is not a sprint. Itโ€™s a marathon.

๐Ÿ’ฌ Keep me posted with your feedback

  • Are you currently learning Microsoft Fabric?
  • What challenges are you facing?
  • Have you ever had to redo work because of missing fundamentals?

Drop your thoughts, share your journey, and letโ€™s keep building together.

Because every step forward, no matter how small or tiny, is part of the progress in your brave marathon!

๐Ÿ“Œ Check out the book info ๐Ÿ‘‰ https://packt.link/TjLs6
#SharingIsCaring โค๏ธ

Reminder, the lucky ๐Ÿคž 3๏ธโƒฃ readers of this post who commented + re-posted will be notified via LinkedIn message.

Subscribe to the #CloudMarathoner LinkedIn #tag ๐Ÿ‘๐Ÿ‘€
Stay tuned for more Cloud, AI, Automation & Security-related posts.

๐™๐™ค๐™ก๐™ก๐™ค๐™ฌ ๐™ข๐™š ๐ŸŽฏ ๐™–๐™ฃ๐™™ ๐™—๐™š๐™˜๐™ค๐™ข๐™š ๐™– #๐˜พ๐™ก๐™ค๐™ช๐™™๐™ˆ๐™–๐™ง๐™–๐™ฉ๐™๐™ค๐™ฃ๐™š๐™ง โ›…๐Ÿƒโ€โ™‚๏ธ๐Ÿƒโ€โ™€๏ธ – ๐™‡๐™€๐™’๐™Ž ๐˜พ๐™Š๐™‰๐™‰๐™€๐˜พ๐™

Update:

๐Ÿ“Œ Check my LinkedIn post to learn about 3 lucky winners of the #book #giveaway. Thank you all for participating!!!

How Did I Renew the Microsoft Power BI Data Analyst Certification?

Hello Cloud Marathoners !

As a Cloud Marathoner, the journey never stops!
Recently, I renewed my Microsoft Certified: Power BI Data Analyst Associate certification, and I want to share the experience so you can prepare for yours.

Why Renewal Is Important

Microsoft certifications are valid for one year, and renewal ensures your skills stay aligned with the latest Power BI updates. The renewal process is free, online, and proctoredโ€”perfect for professionals who want flexibility without scheduling hassles.

The Renewal Process and eligibility

Hereโ€™s what I learned from the official Microsoft learn site.

  • Eligibility: You can renew within six months before expiration.
  • Assessment: A short, open-book online assessment focused on recent Power BI updates.

  • Skills Measured:
    • Clean, transform, and load data in Power BI
    • Configure semantic models
    • Use DAX time intelligence and modify filter context
    • Optimize models for performance
    • Create visual calculations and enhance report designs
    • Manage workspaces and secure data access in Power BI Service

  • Attempts: Unlimited until expiration, with a 24-hour wait between retakes.
  • Validity: Passing extends your certification by one year.

Preparation Tips

Microsoft provides a curated learning collection (about 11 hours) to help you prepare. I recommend:

  • Reviewing DAX fundamentals and performance optimization.
  • Practicing workspace management and security settings.
  • Exploring visual design enhancements for better user experience.

My Experience and Exam results

The renewal was straightforward with the following simple, and known steps:

  • Logged into Microsoft Learn, clicked Renew.
  • Took the assessment.
  • Passed on the first attempt! ๐ŸŽ‰

The best part? No stress, just focused learning and validation of current skills.

Key Takeaways

  • Start earlyโ€”donโ€™t wait until the last week.
  • Use Microsoftโ€™s official learning paths for prep.
  • Treat renewal as an opportunity to refresh your knowledge and stay ahead.

Are you planning to renew your Power BI Data Analyst Certification soon?

Drop your thoughts in the comments or share your experience with the Cloud Marathoner community!

Session about Architecting ๐Ÿš€ a Modern Analytics Cloud Data Platform with Warner

Hello Cloud Marathoners,

Yesterday, we had an engaging session on Cloud Lunch and Learn meetup about Azure Architecture, particularly for Modern Analytics Cloud Data Platform with Warner Chaves.

Modern Analytics

In this post, I will reflect upon some major points in this presentation and architecting session.

Session details and recorded YT link

What was covered?

Our guest speaker covered the following topics in his presentation:

  • Reference architecture for modern analytics platforms
  • Data Warehousing
  • Big Data
  • Lakehouse
  • Data Mesh and more in Microsoft Azure

Summary

At the end of the session, we had an interactive Q&A (Questions and Answers). Please check the recording and referenceย links as the recording is uploaded to the Cloud Marathoner YT channel.

Thank you for stopping by and checking this session!

Get started with data transformation services in Azure – Global Azure 2021

Azure Global 2021 event in mid-April 2021

Hello friends,
I am back again, this time with another follow-up announcement of a second Global Azure 2021 session in Azure Data focus area, for ALL of you!

I am truly excited to present the following session on April 17th, live from my broadcasting studio in East Cost:)

This session will be a deep dive into different data movement scenarios using first-class tooling in Azure data echo-system and Azure Data Factory (ADF). We will learn about handy new features and data connectors, while copying and transforming datasets from a Data Lake and SQL Relational Database storages. Thus, tune in to learn about latest developments in Microsoft Azure data transformation services.

In my second session, I will share following journey with you:

Abstract of the upcoming session provided below ๐Ÿ˜‰

We will learn about what is ETL and ELT stands for in data world, and how Azure Data Factory (ADF) service could help you. Along the way, we will look into inner-workings and fundamentals of a cloud-based ETL and data integration service that allows you to create data-driven workflows for orchestrating data movement and transforming data at scale.

Finally, we will conclude the session with ADF demo and Q&A

TheCloudMarathoner ๐Ÿ™‚

Please let me know, what topics are you interested in?

What is a good service to perform data transformation in Azure?๐Ÿค”

Hello friends and data marathoners!


I am excited to annonce my next Cloud Lunch and Learn tech meetup session with you.

During the previous session, you have learned about how to up-skill existing data and SQL skills with the new Data engineering mindset ๐Ÿ‘Œ๐Ÿ‘

Updated: Check out the recorded event session on YouTube: https://youtu.be/h3AaL9AhuXI

I am glad to invite you all – to learn how to get started with Data Transformation services inย Microsoft Azure โ„ขย 


Thanks you ๐Ÿ™ Cloud Lunch and Learn for organizing this session.

Event detail: 24 March @ 18:00 UTC
Open registration ๐Ÿ‘‰ https://lnkd.in/dNb5vUr#SharingIsCaringโค๏ธ

FแดสŸสŸแดแดก แดแด‡ ๐ŸŽฏ แด€ษดแด… ๊œฑแด›แด€ส€แด› สแดแดœส€ แด„สŸแดแดœแด… โ˜ แดŠแดแดœส€ษดแด‡ส – ๐‹๐„๐“’๐’ ๐‚๐Ž๐๐๐„๐‚๐“ ๐Ÿ‘
#microsoftazure#CloudLunchLearn#azuredata#upskilling#cloud#dataengineering#datatransformation#gettingstarted#continuouslearning

How to up-skill with Azure Data services and get certified?

I am excited to annonce ๐Ÿ“ข– that my two webinar submissions have been accepted and scheduled by Cloud Lunch and Learn.

Please. join me to learn more about how to up-skill existing data and SQL skills with the new Data engineering mindset ๐Ÿ‘Œ๐Ÿ‘

Thanks you ๐Ÿ™ @CloudLunchLearn for hosting this event!

Event detail: 17 March @ 18:00 UTC
Open registration ๐Ÿ‘‰ https://www.meetup.com/AzureDublin/events/276559449/ ย 
#SharingIsCaringโค๏ธ

FแดสŸสŸแดแดก แดแด‡ ๐ŸŽฏ แด€ษดแด… ๊œฑแด›แด€ส€แด› สแดแดœส€ แด„สŸแดแดœแด… โ˜ แดŠแดแดœส€ษดแด‡ส – ๐‹๐„๐“’๐’ ๐‚๐Ž๐๐๐„๐‚๐“ ๐Ÿ‘

Microsoft Azure Data Engineer Certification Tips + Study Guide

Hello my friends,

Last week, I was able to knockout the second “Azure Data Engineer” exam and get the certification. Most importantly, I got a chance to have a deep dive into Azure Data technologies from a holistic solutioning perspective. The main focus areas of this certification are neatly visualized below:

Those exam objectives, are high level focus areas that cover DP-200 and DP-201 exams. The first exam is more technical and has focus toward implementation while the second one is shifting gears toward design and solutioning options based on project requirements.

As dealing with data solutions was not my primary work responsibility, I was really impressed by depth of service options, capabilities and tools that could accelerate many data solutioning projects.

Starting an “Azure Data Engineering” learning journey will help any cloud professional to get deeper understanding on designing different data solutions based on project requirements. In fact, it helped me to get a well informed understanding technical limitations in each solution; like deciding between different data processing and/or storage options and their respective security configurations. Well, enough about intro, let’s look into what it means to be an “Azure Data Engineer” ๐Ÿ˜‘๐Ÿค”

Azure Data Engineer vs Database Administrator

A Database Administrator’s (aka, DBA) job is to ensure everything is working smoothly with things like performance tuning and monitoring, data migrations of third party systems, performing backups, checking performance, and load balancing, and everything to do with databases operations. On the other hand, DBA could also perform data engineering tasks in a small or mid-size organisations.๐Ÿค 

Azure data engineers are responsible for data-related implementation tasks that include provisioning data storage services, ingesting streaming and batch data, transforming data, implementing security requirements, implementing data retention policies, identifying performance bottlenecks, and accessing external data sources. They are responsible for data-related design tasks that include designing Azure data storage solutions that use relational and non-relational data stores, batch and real-time data processing solutions, and data security and compliance solutions.๐Ÿ‘ฉโ€๐Ÿš€๐Ÿ‘จโ€๐ŸŽ“

Getting ready for each exam ๐Ÿ“†

There is no right or wrong starting point with this certification. I would start with the one that you find more familiar. Here is the exam flow diagram from the official Microsoft learn website:

Exam study resources for DP-200: Implementing an Azure Data Solution

This exam really tests your ability to demonstrate good understanding of setting-up a data processing pipeline and configurations of each component. A lot of questions were on optimizing, operating, loading and reading data from Azure SQL DB and Synapse Analytics (formerly SQL DW), I found them tricky and quite challenging.

The DP-200 exam has around 40-48 questions and is somewhat similar to other Azure Associate exams. The exam duration is fixed around 180 minutes with additional 30 minutes for reading instructions, signing the non-disclosure agreement, and giving feedback to each question at the end.

Expect different types of questions (single choice, multi-choice, binary choice and sorting order) and one or two case studies.

Exam study resources for DP-201: Designing an Azure Data Solution

My exam experience with DP-201 was much smoother, as mainly questions were focused on design related topics and solutioning options. As an Azure Architect – you may find them familiar and a bit easier than the previous exam.

This exam was 150 minutes long and had 42 questions, with much more case studies (i got three on my exam). There were few questions with set of drop-down choices that were easy and tricky at the same time.

That is it folk, i tried to share and illustrate my exam experiences in this post. I hope you will find it helpful and apply to your “Data Engineer-ing” journey.

Please, feel free to share your experience or thoughts, as i am planning to keep this post up to date with your valuable contributions going forward. #keeplearning

Stay safe and be the 4th with you! #nevergiveup

Study Guides for DP-300 Administrating Relational Databases on Microsoft Azure

For all Microsoft SQL server admin and developer friends ๐Ÿ‘๐Ÿ‘Œ

DP-300 examย is out there, and I am trilled to pieces having it next week:

Caveat is, there is no officially published study guide yet (while it is Beta). I have compiled following resources from community members and in ne place for you.

We have following study guides to get help from:

1. Check Gregor Suttie’s guide ๐Ÿ‘‰ https://lnkd.in/e-H-hNG

2. Check Ravikiran Srinivasulu’s guide ๐Ÿ‘‰ Study Guide for DP-300

3. Check Gonzalo Juan Jose Bissio guide ๐Ÿ‘‰ DP 300 My experience ๐Ÿ™‚

4. Free e-book from Microsoft onย Professional Azure SQL Database Administration

Please, let us know if you have other good sources for exam preparation. Feel free to share it with community by providing valuable feedback in the comments section.

Updated: I would also recommend to read this post: “Level up with Microsoft Certified: Azure Database Administrator Associate” from Microsoft Tech Community” https://lnkd.in/eXSHbMt #SharingIsCaringโค๏ธ

Good Luck on your upcoming exam!
Keep my posted on your success & journey progress!

#azure #sqldatabase #sqldeveloper #sqlserver #certification #betaexam