Craig Porteous
@cporteous.bsky.social
He/Him | Microsoft MVP | Associate Head of Engineering @ Advancing Analytics | DATA:Scotland Founder
This or That: Databricks Lakeflow vs Azure Data Factory
✅ADF is great for step-by-step, “do this, then do that” style pipelines.
✅Lakeflow is more like “Here’s what I want, now you figure out the best way to make it happen.”
Check out my short on Youtube: youtube.com/shorts/wwcGS...
#ThisorThat
✅ADF is great for step-by-step, “do this, then do that” style pipelines.
✅Lakeflow is more like “Here’s what I want, now you figure out the best way to make it happen.”
Check out my short on Youtube: youtube.com/shorts/wwcGS...
#ThisorThat
August 12, 2025 at 1:10 PM
This or That: Databricks Lakeflow vs Azure Data Factory
✅ADF is great for step-by-step, “do this, then do that” style pipelines.
✅Lakeflow is more like “Here’s what I want, now you figure out the best way to make it happen.”
Check out my short on Youtube: youtube.com/shorts/wwcGS...
#ThisorThat
✅ADF is great for step-by-step, “do this, then do that” style pipelines.
✅Lakeflow is more like “Here’s what I want, now you figure out the best way to make it happen.”
Check out my short on Youtube: youtube.com/shorts/wwcGS...
#ThisorThat
Kicking off a new series of short vids comparing data stuff!
First up: OneLake vs ADLS Gen2.
Same core tech, but very different vibes.
One’s DIY, the other just works.
Watch here 👇
youtube.com/shorts/sB5pM...
#MicrosoftFabric #DataEngineering #HeyFabricators
First up: OneLake vs ADLS Gen2.
Same core tech, but very different vibes.
One’s DIY, the other just works.
Watch here 👇
youtube.com/shorts/sB5pM...
#MicrosoftFabric #DataEngineering #HeyFabricators
August 5, 2025 at 10:36 PM
Kicking off a new series of short vids comparing data stuff!
First up: OneLake vs ADLS Gen2.
Same core tech, but very different vibes.
One’s DIY, the other just works.
Watch here 👇
youtube.com/shorts/sB5pM...
#MicrosoftFabric #DataEngineering #HeyFabricators
First up: OneLake vs ADLS Gen2.
Same core tech, but very different vibes.
One’s DIY, the other just works.
Watch here 👇
youtube.com/shorts/sB5pM...
#MicrosoftFabric #DataEngineering #HeyFabricators
I will be at FabCon Europe in September, right after DATA:Scotland! 😅
If you're going to be there, say Hi if you see me! I'd love to chat all things data!
I'll also be posting news on LinkedIn as it lands and a follow up video 🎉
📹 www.youtube.com/@cnporteous
#HeyFabricators #FabConEurope
If you're going to be there, say Hi if you see me! I'd love to chat all things data!
I'll also be posting news on LinkedIn as it lands and a follow up video 🎉
📹 www.youtube.com/@cnporteous
#HeyFabricators #FabConEurope
July 24, 2025 at 10:33 AM
I will be at FabCon Europe in September, right after DATA:Scotland! 😅
If you're going to be there, say Hi if you see me! I'd love to chat all things data!
I'll also be posting news on LinkedIn as it lands and a follow up video 🎉
📹 www.youtube.com/@cnporteous
#HeyFabricators #FabConEurope
If you're going to be there, say Hi if you see me! I'd love to chat all things data!
I'll also be posting news on LinkedIn as it lands and a follow up video 🎉
📹 www.youtube.com/@cnporteous
#HeyFabricators #FabConEurope
I am Speaker of the Day!! 📣🍻
If you are looking for a speaker on any of the topics below, I love sharing my knowledge with the data community!
Data Eng, MS Fabric, Data Arch, Data Governance, Databricks, Hybrid Archs and anything in between ❤️
sessionize.com/speakers-dir...
Thanks Sessionize! ❤️
If you are looking for a speaker on any of the topics below, I love sharing my knowledge with the data community!
Data Eng, MS Fabric, Data Arch, Data Governance, Databricks, Hybrid Archs and anything in between ❤️
sessionize.com/speakers-dir...
Thanks Sessionize! ❤️
Speakers Directory
Browse and search 63,000+ speakers for your event, conference, or meetup. Save your favorites. Free for everyone.
sessionize.com
July 23, 2025 at 1:06 PM
I am Speaker of the Day!! 📣🍻
If you are looking for a speaker on any of the topics below, I love sharing my knowledge with the data community!
Data Eng, MS Fabric, Data Arch, Data Governance, Databricks, Hybrid Archs and anything in between ❤️
sessionize.com/speakers-dir...
Thanks Sessionize! ❤️
If you are looking for a speaker on any of the topics below, I love sharing my knowledge with the data community!
Data Eng, MS Fabric, Data Arch, Data Governance, Databricks, Hybrid Archs and anything in between ❤️
sessionize.com/speakers-dir...
Thanks Sessionize! ❤️
I am chuffed to announce that I have been renewed as a Microsoft Data Platform MVP for the 7th year.
#MVPBuzz #datacommunity
#MVPBuzz #datacommunity
July 22, 2025 at 10:05 AM
I am chuffed to announce that I have been renewed as a Microsoft Data Platform MVP for the 7th year.
#MVPBuzz #datacommunity
#MVPBuzz #datacommunity
If you missed my series on Fabric Fast Facts, You can find them all on YouTube:
🟢Fabric Fast Facts Playlist www.youtube.com/playlist?lis...
Like and subscribe for more and keep your eyes peeled for my next series
#FabricFastFacts #DataEngineering
🟢Fabric Fast Facts Playlist www.youtube.com/playlist?lis...
Like and subscribe for more and keep your eyes peeled for my next series
#FabricFastFacts #DataEngineering
May 28, 2025 at 10:46 AM
If you missed my series on Fabric Fast Facts, You can find them all on YouTube:
🟢Fabric Fast Facts Playlist www.youtube.com/playlist?lis...
Like and subscribe for more and keep your eyes peeled for my next series
#FabricFastFacts #DataEngineering
🟢Fabric Fast Facts Playlist www.youtube.com/playlist?lis...
Like and subscribe for more and keep your eyes peeled for my next series
#FabricFastFacts #DataEngineering
What are Fabric Shortcuts?
What are shortcuts in Fabric and where can you use them?
Watch on YouTube▶️: youtube.com/shorts/tOGi6...
#FabricFastFacts #MicrosoftFabric
What are shortcuts in Fabric and where can you use them?
Watch on YouTube▶️: youtube.com/shorts/tOGi6...
#FabricFastFacts #MicrosoftFabric
May 22, 2025 at 1:25 PM
What are Fabric Shortcuts?
What are shortcuts in Fabric and where can you use them?
Watch on YouTube▶️: youtube.com/shorts/tOGi6...
#FabricFastFacts #MicrosoftFabric
What are shortcuts in Fabric and where can you use them?
Watch on YouTube▶️: youtube.com/shorts/tOGi6...
#FabricFastFacts #MicrosoftFabric
What's the difference between One Lake and Delta Lake?
You've probably heard these names thrown about a lot as big benefits of Fabric but what are they really?
Watch on YouTube▶️: youtube.com/shorts/xzNBD...
#FabricFastFacts #MicrosoftFabric
You've probably heard these names thrown about a lot as big benefits of Fabric but what are they really?
Watch on YouTube▶️: youtube.com/shorts/xzNBD...
#FabricFastFacts #MicrosoftFabric
May 15, 2025 at 10:46 AM
What's the difference between One Lake and Delta Lake?
You've probably heard these names thrown about a lot as big benefits of Fabric but what are they really?
Watch on YouTube▶️: youtube.com/shorts/xzNBD...
#FabricFastFacts #MicrosoftFabric
You've probably heard these names thrown about a lot as big benefits of Fabric but what are they really?
Watch on YouTube▶️: youtube.com/shorts/xzNBD...
#FabricFastFacts #MicrosoftFabric
Fabric Data Pipelines vs Azure Data Factory?
How do Fabric's data pipelines match up to Azure Data Factory? When would you make the switch and why?
Watch on YouTube▶️: youtube.com/shorts/Q9iSz...
#FabricFastFacts #MicrosoftFabric
How do Fabric's data pipelines match up to Azure Data Factory? When would you make the switch and why?
Watch on YouTube▶️: youtube.com/shorts/Q9iSz...
#FabricFastFacts #MicrosoftFabric
May 8, 2025 at 1:09 PM
Fabric Data Pipelines vs Azure Data Factory?
How do Fabric's data pipelines match up to Azure Data Factory? When would you make the switch and why?
Watch on YouTube▶️: youtube.com/shorts/Q9iSz...
#FabricFastFacts #MicrosoftFabric
How do Fabric's data pipelines match up to Azure Data Factory? When would you make the switch and why?
Watch on YouTube▶️: youtube.com/shorts/Q9iSz...
#FabricFastFacts #MicrosoftFabric
The Databricks Scotland Meetup is TOMORROW night! ⌛
Don't forget to sign up to see two awesome sessions from David and Kiran. Join us at the BJSS offices from 5:30pm for Learning, pizza, and networking.
Sign Up on Meetup: www.meetup.com/scotland-dat...
Don't forget to sign up to see two awesome sessions from David and Kiran. Join us at the BJSS offices from 5:30pm for Learning, pizza, and networking.
Sign Up on Meetup: www.meetup.com/scotland-dat...
May 7, 2025 at 11:03 AM
The Databricks Scotland Meetup is TOMORROW night! ⌛
Don't forget to sign up to see two awesome sessions from David and Kiran. Join us at the BJSS offices from 5:30pm for Learning, pizza, and networking.
Sign Up on Meetup: www.meetup.com/scotland-dat...
Don't forget to sign up to see two awesome sessions from David and Kiran. Join us at the BJSS offices from 5:30pm for Learning, pizza, and networking.
Sign Up on Meetup: www.meetup.com/scotland-dat...
Did you know ℹ️
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
May 5, 2025 at 1:40 PM
Did you know ℹ️
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
When to use Direct Lake in Power BI?
One of the big new features of Microsoft Fabric is Direct Lake mode for Power BI but what is it and does it live up to the hype?
Watch on YouTube▶️: youtube.com/shorts/8NIir...
#FabricFastFacts #MicrosoftFabric
One of the big new features of Microsoft Fabric is Direct Lake mode for Power BI but what is it and does it live up to the hype?
Watch on YouTube▶️: youtube.com/shorts/8NIir...
#FabricFastFacts #MicrosoftFabric
May 1, 2025 at 2:24 PM
When to use Direct Lake in Power BI?
One of the big new features of Microsoft Fabric is Direct Lake mode for Power BI but what is it and does it live up to the hype?
Watch on YouTube▶️: youtube.com/shorts/8NIir...
#FabricFastFacts #MicrosoftFabric
One of the big new features of Microsoft Fabric is Direct Lake mode for Power BI but what is it and does it live up to the hype?
Watch on YouTube▶️: youtube.com/shorts/8NIir...
#FabricFastFacts #MicrosoftFabric
Lakehouse or Warehouse in Microsoft Fabric?
How do you choose which one to use and where? How do they fit together in a medallion architecture and most importantly, what skills are needed to use them?
Watch on YouTube▶️: youtube.com/shorts/cXQBc...
#FabricFastFacts #MicrosoftFabric
How do you choose which one to use and where? How do they fit together in a medallion architecture and most importantly, what skills are needed to use them?
Watch on YouTube▶️: youtube.com/shorts/cXQBc...
#FabricFastFacts #MicrosoftFabric
April 24, 2025 at 12:14 PM
Lakehouse or Warehouse in Microsoft Fabric?
How do you choose which one to use and where? How do they fit together in a medallion architecture and most importantly, what skills are needed to use them?
Watch on YouTube▶️: youtube.com/shorts/cXQBc...
#FabricFastFacts #MicrosoftFabric
How do you choose which one to use and where? How do they fit together in a medallion architecture and most importantly, what skills are needed to use them?
Watch on YouTube▶️: youtube.com/shorts/cXQBc...
#FabricFastFacts #MicrosoftFabric
What is Microsoft Fabric?
If you have been avoiding Microsoft's song and dance the past few years or just want to cut through the polished marketing, here's a 60-second round up (ok, 55-seconds 😂)
Watch on YouTube▶️: youtube.com/shorts/Vi_ob...
#FabricFastFacts #MicrosoftFabric
If you have been avoiding Microsoft's song and dance the past few years or just want to cut through the polished marketing, here's a 60-second round up (ok, 55-seconds 😂)
Watch on YouTube▶️: youtube.com/shorts/Vi_ob...
#FabricFastFacts #MicrosoftFabric
April 17, 2025 at 1:09 PM
What is Microsoft Fabric?
If you have been avoiding Microsoft's song and dance the past few years or just want to cut through the polished marketing, here's a 60-second round up (ok, 55-seconds 😂)
Watch on YouTube▶️: youtube.com/shorts/Vi_ob...
#FabricFastFacts #MicrosoftFabric
If you have been avoiding Microsoft's song and dance the past few years or just want to cut through the polished marketing, here's a 60-second round up (ok, 55-seconds 😂)
Watch on YouTube▶️: youtube.com/shorts/Vi_ob...
#FabricFastFacts #MicrosoftFabric
If you missed my shorts on data questions answered, You can find them all on YouTube.
Like and subscribe for more and keep your eyes peeled for my next series
Subscribe for more▶️: buff.ly/43orM0H
Like and subscribe for more and keep your eyes peeled for my next series
Subscribe for more▶️: buff.ly/43orM0H
April 4, 2025 at 10:07 AM
If you missed my shorts on data questions answered, You can find them all on YouTube.
Like and subscribe for more and keep your eyes peeled for my next series
Subscribe for more▶️: buff.ly/43orM0H
Like and subscribe for more and keep your eyes peeled for my next series
Subscribe for more▶️: buff.ly/43orM0H
What is Delta Lake?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sKchHWj
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sKchHWj
#DataQuestionsAnswered #DataEngineering
March 31, 2025 at 10:11 AM
What is Delta Lake?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sKchHWj
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sKchHWj
#DataQuestionsAnswered #DataEngineering
Is Data Mesh Dead?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/vKtgven
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/vKtgven
#DataQuestionsAnswered #DataEngineering
March 27, 2025 at 1:06 PM
Is Data Mesh Dead?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/vKtgven
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/vKtgven
#DataQuestionsAnswered #DataEngineering
March 24, 2025 at 9:38 PM
What's the difference between Batch and Streaming data processing?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sonhDro
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sonhDro
#DataQuestionsAnswered #DataEngineering
March 19, 2025 at 2:19 PM
What's the difference between Batch and Streaming data processing?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sonhDro
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/sonhDro
#DataQuestionsAnswered #DataEngineering
Is Azure Synapse Dead?
With Fabric now the centre of attention, what happens to Azure Synapse Analytics? 😢
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/4k6LJPc
#DataQuestionsAnswered #DataEngineering
With Fabric now the centre of attention, what happens to Azure Synapse Analytics? 😢
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/4k6LJPc
#DataQuestionsAnswered #DataEngineering
March 11, 2025 at 4:58 PM
Is Azure Synapse Dead?
With Fabric now the centre of attention, what happens to Azure Synapse Analytics? 😢
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/4k6LJPc
#DataQuestionsAnswered #DataEngineering
With Fabric now the centre of attention, what happens to Azure Synapse Analytics? 😢
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/4k6LJPc
#DataQuestionsAnswered #DataEngineering
Join us on Thursday for the March #DatabricksScotland meetup.
This month we've got Sean Caldwell talking about cost saving options using Spark. And I'll be talking about bringing Databricks & Fabric together!
📆Thursday 13th March
📍BJSS, 180 West George St, Glasgow.
Sign up here: buff.ly/43hn1Wv
This month we've got Sean Caldwell talking about cost saving options using Spark. And I'll be talking about bringing Databricks & Fabric together!
📆Thursday 13th March
📍BJSS, 180 West George St, Glasgow.
Sign up here: buff.ly/43hn1Wv
March 10, 2025 at 2:34 PM
Join us on Thursday for the March #DatabricksScotland meetup.
This month we've got Sean Caldwell talking about cost saving options using Spark. And I'll be talking about bringing Databricks & Fabric together!
📆Thursday 13th March
📍BJSS, 180 West George St, Glasgow.
Sign up here: buff.ly/43hn1Wv
This month we've got Sean Caldwell talking about cost saving options using Spark. And I'll be talking about bringing Databricks & Fabric together!
📆Thursday 13th March
📍BJSS, 180 West George St, Glasgow.
Sign up here: buff.ly/43hn1Wv
Reposted by Craig Porteous
💡Want to get in front of the people making big data decisions?
Looking to build partnerships, generate leads, or share your expertise? Sponsoring #DATAScotland gives you access to senior data leaders from across Scotland and the UK.
Sponsor pack 👉 buff.ly/4aIUjzF
Looking to build partnerships, generate leads, or share your expertise? Sponsoring #DATAScotland gives you access to senior data leaders from across Scotland and the UK.
Sponsor pack 👉 buff.ly/4aIUjzF
March 6, 2025 at 8:45 AM
💡Want to get in front of the people making big data decisions?
Looking to build partnerships, generate leads, or share your expertise? Sponsoring #DATAScotland gives you access to senior data leaders from across Scotland and the UK.
Sponsor pack 👉 buff.ly/4aIUjzF
Looking to build partnerships, generate leads, or share your expertise? Sponsoring #DATAScotland gives you access to senior data leaders from across Scotland and the UK.
Sponsor pack 👉 buff.ly/4aIUjzF
What is the Medallion Architecture?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/41qgJm0
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/41qgJm0
#DataQuestionsAnswered #DataEngineering
March 5, 2025 at 9:36 AM
What is the Medallion Architecture?
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/41qgJm0
#DataQuestionsAnswered #DataEngineering
I answer this and other data questions in short bite-size videos. If you've got something you want to ask drop a comment below.
buff.ly/41qgJm0
#DataQuestionsAnswered #DataEngineering
Did you know ℹ️
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
March 4, 2025 at 10:51 AM
Did you know ℹ️
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
The Databricks Scotland Meetup has a @Sessionize.com page to submit sessions. 🙌🏻
Come speak to the Databricks community 🎙️
Send us your session + dates: buff.ly/4gJacIz
Join the meetup: buff.ly/3C1mrRs
#datacommunity #Databricks
Its less than two weeks until the next #DatabricksScotland meetup.
Join us for a double session on Thursday 13th March at BJSS in Glasgow.
Sign up here: buff.ly/43hn1Wv
Join us for a double session on Thursday 13th March at BJSS in Glasgow.
Sign up here: buff.ly/43hn1Wv
February 28, 2025 at 10:18 AM
Its less than two weeks until the next #DatabricksScotland meetup.
Join us for a double session on Thursday 13th March at BJSS in Glasgow.
Sign up here: buff.ly/43hn1Wv
Join us for a double session on Thursday 13th March at BJSS in Glasgow.
Sign up here: buff.ly/43hn1Wv