How to Design Realtime Data Consumption using Lambda and Kappa Architectures

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Let's look at Realtime data ingestion, how to design a process to accomplish it. What architectures are common, when to use each. And how to deal with a hybrid of realtime and batch data.

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What do you prefer? Streaming data or traditional batch ETL?

nullQueries
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Great channel!! Love the visuals, can you create something for Data vault? Or SQL examples of dimensional modeling?

joeeeee
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Awesome channel, I've been searching for this kind of channel for a time now. Keep it up you will be extremely successful it's a matter of time until people discover your channel

hdebbache
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Hello
i've watched your all video. thank you so much.
then i couldn't get it batch proccess. can you explain me more ? sorry

tamirtsogbayar
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Good video (no apostrophe in 'lots' btw).

Love

- Grammar Police

rhambo
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Mind blown at the effectiveness of this explanation . Thanks 🎉

Beny
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This is literally best video on kappa vs lambda. Please keep the awesome work!

daizhang
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What a channel !!! Amazing content and high video quality, pure gold. Keep up with good work :) Bravo

tomtom-wvhc
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Please keep going. You are producing quality stuff.

Manikant
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This channel is a hidden gem. Please keep it comming!

fefelutte
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This is gold. Please keep the awesome work!

sap