Today we start module 2 about workflow orchestration and Mage!
Course materials: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/02-workflow-orchestration
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/02-workflow-orchestration/homework.md
Form for submitting: https://courses.datatalks.club/de-zoomcamp-2024/homework/hw2
Deadline: February 5th (Monday), 23:00 CET
Also we're extending the deadline for homework 1 for a couple of days. You can submit it till Wednesday 23:00 CET
Course materials: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/02-workflow-orchestration
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/02-workflow-orchestration/homework.md
Form for submitting: https://courses.datatalks.club/de-zoomcamp-2024/homework/hw2
Deadline: February 5th (Monday), 23:00 CET
Also we're extending the deadline for homework 1 for a couple of days. You can submit it till Wednesday 23:00 CET
GitHub
data-engineering-zoomcamp/02-workflow-orchestration at main Β· DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here ππΌ - DataTalksClub/data-engineering-zoomcamp
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"What's homework URL?"
It's a very common question. I know you don't have time to check the FAQ, so citing Michael here:
It's your repository or any other location you have your code where a reasonable person would look at it and think yes, you went through the week and exercises.
By the way, here's the link to the FAQ:
https://docs.google.com/document/d/19bnYs80DwuUimHM65UV3sylsCn2j1vziPOwzBwQrebw/edit?usp=sharing
It's a very common question. I know you don't have time to check the FAQ, so citing Michael here:
It's your repository or any other location you have your code where a reasonable person would look at it and think yes, you went through the week and exercises.
By the way, here's the link to the FAQ:
https://docs.google.com/document/d/19bnYs80DwuUimHM65UV3sylsCn2j1vziPOwzBwQrebw/edit?usp=sharing
Google Docs
Data Engineering Zoomcamp FAQ
Data Engineering Zoomcamp FAQ The purpose of this document is to capture Frequently asked technical questions Editing guidelines: When adding a new FAQ entry, make sure the question is βHeading 2β Feel free to improve if you see something is off Donβt changeβ¦
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Looks like the code we use for scoring the questions is not working well for hundreds of submissions, so we need to optimize it. (We'll need to put these data engineering skills into practice.)
In the meantime, the form for submitting the first homework remains open, so you can still submit it.
In the meantime, the form for submitting the first homework remains open, so you can still submit it.
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Homework 1 is scored. The bottleneck is identified but not fixed yet =) You should now see the answers in the form
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Tomorrow we have two streams:
- The Data Ingestion workshop (dlt)
- Office Hours with Matt - we will answer your questions about Mage and the course. You can ask questions here: https://app.sli.do/event/rNeAkUXsCEQ6dGQ1jEZMdc
We will stream to our YouTube channel (https://www.youtube.com/c/datatalksclub). The streams will be recorded and the videos will stay on our channel.
See you tomorrow
- The Data Ingestion workshop (dlt)
- Office Hours with Matt - we will answer your questions about Mage and the course. You can ask questions here: https://app.sli.do/event/rNeAkUXsCEQ6dGQ1jEZMdc
We will stream to our YouTube channel (https://www.youtube.com/c/datatalksclub). The streams will be recorded and the videos will stay on our channel.
See you tomorrow
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Good news: we're extending the deadline for homework 2 by a couple of days: now the due date is Thursday, 23:00 CET.
Don't forget that you need to do homework 3 and also workshop homework if you plan to take part. Refer to the deadline calendar if you need help with planning your time.
Also, the workshop starts in 2 hours 30 minutes. We will share the link to the stream here in chat. See you soon!
Don't forget that you need to do homework 3 and also workshop homework if you plan to take part. Refer to the deadline calendar if you need help with planning your time.
Also, the workshop starts in 2 hours 30 minutes. We will share the link to the stream here in chat. See you soon!
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How do you feel about module 2 (video + homework) in comparison to module 1 in terms of the time and effort you needed to spend on it?
Anonymous Poll
14%
Way easier
22%
Slightly easier
20%
Roughly the same
15%
Slightly more difficult
6%
Way more difficult
23%
Not taking the course / just want to see the answers
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We're starting the workshop in 10 minutes
Stream: https://www.youtube.com/watch?v=oLXhBM7nf2Q (it's being recorded and you can re-watch it later at any time)
Workshop page: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/workshops/dlt.md
Stream: https://www.youtube.com/watch?v=oLXhBM7nf2Q (it's being recorded and you can re-watch it later at any time)
Workshop page: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/workshops/dlt.md
YouTube
Data Ingestion From APIs to Warehouses - Adrian Brudaru
In this workshop, Adrian Brudaru gave a hands-on tutorial about key aspects of data engineering, focusing on data ingestion, extraction, and normalization. The workshop covered the use of DuckDB for data storage, the importance of schema inference and evolutionβ¦
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Dlt workshop links:
- Workshop page and homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/workshops/dlt.md
- Form for submitting the homework: https://courses.datatalks.club/de-zoomcamp-2024/homework/workshop1
- Workshop page and homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/workshops/dlt.md
- Form for submitting the homework: https://courses.datatalks.club/de-zoomcamp-2024/homework/workshop1
GitHub
data-engineering-zoomcamp/cohorts/2024/workshops/dlt.md at main Β· DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here ππΌ - DataTalksClub/data-engineering-zoomcamp
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We're starting our office hours session in 8 minutes
Stream (available for replay later): https://www.youtube.com/watch?v=7PBvH6dHVxc
Questions: https://app.sli.do/event/rNeAkUXsCEQ6dGQ1jEZMdc
Stream (available for replay later): https://www.youtube.com/watch?v=7PBvH6dHVxc
Questions: https://app.sli.do/event/rNeAkUXsCEQ6dGQ1jEZMdc
YouTube
DE Zoomcamp 2024 Office Hours (Mage)
Links:
- Streaming devcontainer: https://github.com/mage-ai/magic-devcontainer
- Folder stucture: https://docs.mage.ai/design/abstractions/project-structure
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
- Streaming devcontainer: https://github.com/mage-ai/magic-devcontainer
- Folder stucture: https://docs.mage.ai/design/abstractions/project-structure
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
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In addition to the workshop, this week, we also work on the Data Warehouse module
Content: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/03-data-warehouse
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/03-data-warehouse/homework.md
The due date for this homework is February 12.
You will have a bit of extra time to finish the workshop homework (February 15)
Have fun!
Content: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/03-data-warehouse
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/03-data-warehouse/homework.md
The due date for this homework is February 12.
You will have a bit of extra time to finish the workshop homework (February 15)
Have fun!
GitHub
data-engineering-zoomcamp/03-data-warehouse at main Β· DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here ππΌ - DataTalksClub/data-engineering-zoomcamp
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We want to organize a webinar with career consultation advice for the students of this course.
We have some ideas on what to talk about. But we also want to know from you what the most helpful content would be. What would you like to know?
We have some ideas on what to talk about. But we also want to know from you what the most helpful content would be. What would you like to know?
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We're extending homework 3 by two days. The new deadline is Wednesday 23:00 CET
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There was a minor production accident - the form was displaying only one option for each question for ~20 minutes
We were rolling out a new update and migrating data, but it broke midway, so the database was in an inconsistent state. Now it's all back to normal.
Please check that your answers for workshop 1 (especially question 3) and homework 3 are not affected. If they are, please update them
Let us know if you come across any issues. Thanks! Happy learning!
We were rolling out a new update and migrating data, but it broke midway, so the database was in an inconsistent state. Now it's all back to normal.
Please check that your answers for workshop 1 (especially question 3) and homework 3 are not affected. If they are, please update them
Let us know if you come across any issues. Thanks! Happy learning!
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Hi everyone!
Today we started module 4: Analytics Engineering (but many of you started it earlier this week)
Content: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/04-analytics-engineering
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/04-analytics-engineering/homework.md
Form for submitting the homework: https://courses.datatalks.club/de-zoomcamp-2024/homework/hw4
Also, we scored homework 3, the leaderboard is updated: https://courses.datatalks.club/de-zoomcamp-2024/leaderboard
And there's still time to continue working on workshop 1 homework.
Have fun!
Today we started module 4: Analytics Engineering (but many of you started it earlier this week)
Content: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/04-analytics-engineering
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/04-analytics-engineering/homework.md
Form for submitting the homework: https://courses.datatalks.club/de-zoomcamp-2024/homework/hw4
Also, we scored homework 3, the leaderboard is updated: https://courses.datatalks.club/de-zoomcamp-2024/leaderboard
And there's still time to continue working on workshop 1 homework.
Have fun!
GitHub
data-engineering-zoomcamp/04-analytics-engineering at main Β· DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here ππΌ - DataTalksClub/data-engineering-zoomcamp
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If you want to learn more about the internals of the Q&A bot, join the stream where Alex (the creator) talks about it
https://www.youtube.com/watch?v=QhFLeZV-PVk
https://www.youtube.com/watch?v=QhFLeZV-PVk
YouTube
How to Build an LLM-powered QA bot - Alex Litvinov
Links:
- Bot code: https://github.com/aaalexlit/faq-slack-bot
- Slide deck: https://docs.google.com/presentation/d/1Z__Qo7g8j6TWxMN0yxmVeXGyji0QmA2q4zTCQt4Zgs4/edit?usp=sharing
- Write-up for those who'd rather read: https://api.wandb.ai/links/aaalex-lit/ii6tpid4β¦
- Bot code: https://github.com/aaalexlit/faq-slack-bot
- Slide deck: https://docs.google.com/presentation/d/1Z__Qo7g8j6TWxMN0yxmVeXGyji0QmA2q4zTCQt4Zgs4/edit?usp=sharing
- Write-up for those who'd rather read: https://api.wandb.ai/links/aaalex-lit/ii6tpid4β¦
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We will leave the form for submitting the workshop homework open for a few more days, so if you haven't finished it yet, you have time till Thursday
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We're extending the deadline for homework 4 till Saturday 23:00 CET. Have fun!
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We started module 5: batch processing and spark
Course materials: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/05-batch
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/05-batch/homework.md
Have fun!
Course materials: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/05-batch
Homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2024/05-batch/homework.md
Have fun!
GitHub
data-engineering-zoomcamp/cohorts/2024/05-batch/homework.md at main Β· DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here ππΌ - DataTalksClub/data-engineering-zoomcamp
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Hi everyone!
How is it going?
Just a reminder that on Monday at 17:00 CET we have a workshop about streaming with RisignWave
It's already in the calendar, but it's also possible (not mandatory) to sign up for it
https://lu.ma/24re7c0h
See you soon and enjoy the weekend!
How is it going?
Just a reminder that on Monday at 17:00 CET we have a workshop about streaming with RisignWave
It's already in the calendar, but it's also possible (not mandatory) to sign up for it
https://lu.ma/24re7c0h
See you soon and enjoy the weekend!
Luma
Stream Processing Β· Luma
Real-time analytics with RisingWave - Noel Kwan
In this hands-on workshop, we will learn how to ingest data into RisingWave to do data processing, learn commonβ¦
In this hands-on workshop, we will learn how to ingest data into RisingWave to do data processing, learn commonβ¦
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