Max Fifield @maxkfifield
Brisbane based Cloud Data Engineer. Lifelong learner. Passionate about building stuff and all things Data & Analytics. Views are my own. medium.com/@maxfifield_82… Brisbane, Queensland Joined February 2023-
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Max Fifield retweeted
Hot take: AI can’t take your job if your job never required any intelligence to begin with.
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Max Fifield retweeted
We are assembling a team.
@Aurimas_Gr Hi Aurimas - I've been following your posts and absolutely love the content you put out. This might be a dumb question but what diagram tool do you use for your visuals?
Max Fifield retweeted
Here is a step by step breakdown of 𝗠𝗟𝗢𝗽𝘀 𝗱𝗿𝗶𝘃𝗲𝗻 𝗥𝗲𝗮𝗹 𝗧𝗶𝗺𝗲 𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗲𝗻𝗱𝗽𝗼𝗶𝗻𝘁 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲. 🧵 #Data #DataEngineering #MLOps #MachineLearning #DataScience
@zachly Sounds interesting - whats the time commitment on this? ie could a full time data professional comfortably complete this in 6 weeks?
Haven't had the chance to dive into polars yet, but I thought this was a fantastic article on the middle ground niche polars is trying to fill between pandas & spark...
Max Fifield retweeted
English is all you need.
@Tanjilasmm I'm curious, what's the criteria behind this? Is it ease of use or utility of language specific features? From what I've seen, benefits are quite subjective. I'd argue it's convenient to have one IDE that works good enough and integrates well with every language.
Max Fifield retweeted
Before moving to the new week let's remember how an effective 𝗠𝗟 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝗘𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁 in MLOps stack looks like. My thoughts in the 🧵 #Data #DataEngineering #MLOps #MachineLearning #DataScience
(9/9) Delta Lake’s versioning and restore features offer a powerful mechanism to manage data consistency and recover from errors during batch operations. View these links for further reading: - docs.databricks.com/delta/index.ht… - sparkbyexamples.com/spark/time-tra…
(8/9) This snippet: 1⃣ Looks up the most recent version of the target table 2⃣Runs a batch of three table operations 3⃣If any operation fails, the target table is rolled back to it's original version before the batch was executed.
(1/9) Curious about big data processing? 🤔Learn how Delta Lake's "Time-Travel" ⏲️feature can provide ACID guarantees and data versioning for reliable data processing 👇 Full article: link.medium.com/lYoSwZHdHxb #DeltaLake #DataEngineering #DataConsistency #Spark #Databricks
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