Data Architecture 101: The Lambda Strategy

►► Establish a Well-Structured Data Warehouse for Your Small Team In 90 Days (Free Guide) → www.kahandatasolutions.com/guide
A huge decision for any data team is how often to refresh data.
While the most common approach is simply running on a batch (hourly, daily, etc.)...
Sometimes that's just not fast enough.
Sometimes there's data you'd rather get access to in near-real time.
But how can you make that happen?
There are a handful of ways to go about it, but in this video I want to break down one approach known as The Lambda Strategy.
When done right, it can unlock both batch & streaming capabilities for your architecture.
So by the end of this video, you'll learn what this strategy is about and whether or not it makes sense for your team.
Enjoy!
►► The Starter Guide for The Modern Data Stack (Free PDF)
Simplify the “modern” data stack + better understand common tools & components → bit.ly/starter-mds
Timestamps:
0:00 - Intro
0:35 - What is The Lambda Approach?
1:33 - Things to Consider
2:46 - Examples (w/ tools)
Title & Tags:
Data Architecture 101: The Lambda Strategy
#kahandatasolutions #dataengineering #dataarchitecture

[@KahanDataSolutions]

►► Establish a Well-Structured Data Warehouse for Your Small Team In 90 Days (Free Guide) → www.kahandatasolutions.com/guide

[@julienjulien9801]

Thanks nice addition to the architecture video series ! Like how you split content of your vids into archi, methodology/management and hands-on.

[@KahanDataSolutions]

Glad you enjoyed it!

[@summer_xo]

First! Already know this is gonna be a good one!

[@nicky_rads]

Nice video! Seeing a lot of companies go this route these days.

[@hungnguyenthanh4101]

Please share more about delta architecture.

[@idris.adebisi]

Thanks for the series, it is very informative.

[@KahanDataSolutions]

You bet - thanks for watching

[@Levy957]

amazing

[@moverecursus1337]

Hey, I would love to see a video doing these process