Hi everyone!
We have 496 submissions for homework 2. The form is finally closed. Thanks everyone for your hard work!
The solution: https://www.youtube.com/watch?v=L04lvYqNlc0
Here's the updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vTbL00GcdQp0bJt9wf1ROltMq7s3qyxl-NYF7Pvk79Jfxgwfn9dNWmPD_yJHTDq_Wzvps8EIr6cOKWm/pubhtml
We also recalculated the learning in public scores for 1b homework, it should have been capped at 1 point, not 7
Have fun with week 3 materials and homework!
We have 496 submissions for homework 2. The form is finally closed. Thanks everyone for your hard work!
The solution: https://www.youtube.com/watch?v=L04lvYqNlc0
Here's the updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vTbL00GcdQp0bJt9wf1ROltMq7s3qyxl-NYF7Pvk79Jfxgwfn9dNWmPD_yJHTDq_Wzvps8EIr6cOKWm/pubhtml
We also recalculated the learning in public scores for 1b homework, it should have been capped at 1 point, not 7
Have fun with week 3 materials and homework!
YouTube
DE Zoomcamp 2023 - Homework #2 Solution by Jeff Hale
Free data engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
π25π9π₯5π3
Hi everyone!
This week we won't be able to have office hours at the regular time slot. We will record the answers to your questions asynchronously during the week
Ask your questions here: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
Also, Jeff recorded answers to Prefect questions remaining from the last office hours here: https://share.descript.com/view/bKi2UoDlxIl (we'll upload this video to YouTube soon)
We'll publish the homework for week 4 soon, and while it's being prepared, the form for submitting week 3 homework will remain open
This week we won't be able to have office hours at the regular time slot. We will record the answers to your questions asynchronously during the week
Ask your questions here: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
Also, Jeff recorded answers to Prefect questions remaining from the last office hours here: https://share.descript.com/view/bKi2UoDlxIl (we'll upload this video to YouTube soon)
We'll publish the homework for week 4 soon, and while it's being prepared, the form for submitting week 3 homework will remain open
app.sli.do
Join Slido: Enter #code to vote and ask questions
Participate in a live poll, quiz or Q&A. No login required.
π12β€5
Homework 3 deadline is extended by 2 days till Wednesday. Have fun!
β€21π’8π1
We're starting (started yesterday) week 4 - analytics engineering and dbt!
- course materials: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/week_4_analytics_engineering
- homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_4_analytics_engineering/homework.md
Also, next week, we'll have a workshop that builds on the materials of this week - we will see how to use PipeRider and dbt to detect errors in models and data
The workshop is a part of the course, but optional, and there will be optional homework too. If you can't attend it live, you can watch it later at any convenient time
If you need a reminder, you can sign up here: https://eventbrite.com/e/535584366257
- course materials: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/week_4_analytics_engineering
- homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_4_analytics_engineering/homework.md
Also, next week, we'll have a workshop that builds on the materials of this week - we will see how to use PipeRider and dbt to detect errors in models and data
The workshop is a part of the course, but optional, and there will be optional homework too. If you can't attend it live, you can watch it later at any convenient time
If you need a reminder, you can sign up here: https://eventbrite.com/e/535584366257
π₯22π11β€1π
1
Many of you noticed that there are some discrepancies in the homework answers. We're working on addressing it. For now, please just take note of your answers and submit them later, when we update the form
π25
Hi everyone!
We've updated the answer options for homework 4 and extended the deadline till next Saturday.
If the answer you get still doesn't match any options - don't worry. Just select the option that is closest to your answer and move on
Here's the link to the homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_4_analytics_engineering/homework.md
Have fun!
We've updated the answer options for homework 4 and extended the deadline till next Saturday.
If the answer you get still doesn't match any options - don't worry. Just select the option that is closest to your answer and move on
Here's the link to the homework: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_4_analytics_engineering/homework.md
Have fun!
GitHub
data-engineering-zoomcamp/cohorts/2023/week_4_analytics_engineering/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
β€25π9π4π₯2
Hi everyone π
Here are the answers to some of your office hours questions:
https://www.loom.com/share/2c2ba74f3e0b40828c1ea3c09276395e
Today we won't have live office hours again, but as always you can ask your questions using this link:
https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
And also remember that on Wednesday we will have a workshop:
https://eventbrite.com/e/535584366257
Here are the answers to some of your office hours questions:
https://www.loom.com/share/2c2ba74f3e0b40828c1ea3c09276395e
Today we won't have live office hours again, but as always you can ask your questions using this link:
https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
And also remember that on Wednesday we will have a workshop:
https://eventbrite.com/e/535584366257
Loom
DE Zoomcamp | Present mode - Google Chrome - 20 February 2023
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π13π1
Workshop live stream: https://www.youtube.com/watch?v=O-tyUOQccSs
(You can watch it later in recording too)
(You can watch it later in recording too)
YouTube
Maximizing Confidence in Your Data Model Changes with dbt and PipeRider - Dave Flynn
If you have any questions ask them in the course channel (#course-data-engineering)
Links:
- Repo: https://github.com/InfuseAI/taxi_rides_ny_duckdb
- InfuseAI blog: https://blog.infuseai.io
- Discord community: http://discord.gg/328QcXnkKD
- Email enquiries:β¦
Links:
- Repo: https://github.com/InfuseAI/taxi_rides_ny_duckdb
- InfuseAI blog: https://blog.infuseai.io
- Discord community: http://discord.gg/328QcXnkKD
- Email enquiries:β¦
π11
Answer to office hours questions about bdt from Victoria: https://www.youtube.com/watch?v=ODYg_r72qaE
Remember that you can always ask any question using this link: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT. We won't have live office hours next week too, so keep your questions coming and we will record another video with the answers.
The dbt homework form is due today 22:00 CET but since it's Saturday, we might accidentally forget to close it in time.
If you finished with your dbt homework, don't forget that you can also experiment with PipeRider and there's homework for it too: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/workshops/piperider.md
We also updated the deadline calendar - shifted everything by one week: https://docs.google.com/spreadsheets/d/e/2PACX-1vSm_klXN3BzrRr7EjpEu_TDTZIQRkoEcCJriF3JdZgk6kPEHD1mxDQn8JvpEzCDpndQB-jE8red3NJj/pubhtml
Remember that you can always ask any question using this link: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT. We won't have live office hours next week too, so keep your questions coming and we will record another video with the answers.
The dbt homework form is due today 22:00 CET but since it's Saturday, we might accidentally forget to close it in time.
If you finished with your dbt homework, don't forget that you can also experiment with PipeRider and there's homework for it too: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/workshops/piperider.md
We also updated the deadline calendar - shifted everything by one week: https://docs.google.com/spreadsheets/d/e/2PACX-1vSm_klXN3BzrRr7EjpEu_TDTZIQRkoEcCJriF3JdZgk6kPEHD1mxDQn8JvpEzCDpndQB-jE8red3NJj/pubhtml
YouTube
DE Zoomcamp 2023 - Office Hours #4 by Victoria Perez Mola
Free data engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
π₯9π4
Hi everyone!
We closed the form for homework 4 and updated the leaderboard. Some of you noticed that the homework this year was the same as last year - so the solution is the same (but the answers are different, we published the correct answers in the homework file)
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_4_analytics_engineering/homework.md#solution
Also, we updated week 5 slightly:
First, the navigation is now fixed in the week folder: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/week_5_batch_processing
And second, we finally prepared and uploaded the missing video (5.6.4)
Homework for week 5: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_5_batch_processing/homework.md
Have fun!
And don't forget about the PipeRider workshop - the tool is great, check it out if you haven't
We closed the form for homework 4 and updated the leaderboard. Some of you noticed that the homework this year was the same as last year - so the solution is the same (but the answers are different, we published the correct answers in the homework file)
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_4_analytics_engineering/homework.md#solution
Also, we updated week 5 slightly:
First, the navigation is now fixed in the week folder: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/week_5_batch_processing
And second, we finally prepared and uploaded the missing video (5.6.4)
Homework for week 5: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/week_5_batch_processing/homework.md
Have fun!
And don't forget about the PipeRider workshop - the tool is great, check it out if you haven't
GitHub
data-engineering-zoomcamp/cohorts/2023/week_4_analytics_engineering/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
π27π₯3
Hi everyone!
We're extending the deadline for week 5 homework by 3 days - the new due date is Thursday 10 March, 22:00 CE
Here is the recording with answers to your questions: https://www.loom.com/share/a603ebe8660f488a9f6cc9db5023c4e1
As usual, you can ask more questions using this link: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
Also, we're starting a new week about streaming and Kafka. Check the week 6 folder for more information
Have fun!
We're extending the deadline for week 5 homework by 3 days - the new due date is Thursday 10 March, 22:00 CE
Here is the recording with answers to your questions: https://www.loom.com/share/a603ebe8660f488a9f6cc9db5023c4e1
As usual, you can ask more questions using this link: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
Also, we're starting a new week about streaming and Kafka. Check the week 6 folder for more information
Have fun!
Loom
DE Zoomcamp 2023 - Office Hours #5
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π23β€7π5π₯1π1
Hi everyone!
A few announcements:
We're extending the deadline for week #6 by one week - the updated deadline is the next Monday.
There are also videos that use Python for week #6, but unfortunately we had technical problems when recording the videos and the sound is not great. The subtitles for these videos are good though, so you can use them - and also check the code
We know that some of you already started working on your projects (it's a really good idea, especially if you finished week 6). The form for submitting the project is already open, you can find the link here:
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/project.md
And as always, you can ask any questions using the office hours slido link: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
We will be recording answers to your questions soon
A few announcements:
We're extending the deadline for week #6 by one week - the updated deadline is the next Monday.
There are also videos that use Python for week #6, but unfortunately we had technical problems when recording the videos and the sound is not great. The subtitles for these videos are good though, so you can use them - and also check the code
We know that some of you already started working on your projects (it's a really good idea, especially if you finished week 6). The form for submitting the project is already open, you can find the link here:
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/project.md
And as always, you can ask any questions using the office hours slido link: https://app.sli.do/event/rbNtvscFPbrjtaXeHEhhmT
We will be recording answers to your questions soon
GitHub
data-engineering-zoomcamp/cohorts/2023/project.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
π24β€2π₯2π
2
We also extended the deadline for the piperider workshop - you have one more week to finish the homework
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/workshops/piperider.md
Also PipeRider will give us swag for completing the homework. There are only 12 swag packages, so we will choose the winners randomly.
Have fun!
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/workshops/piperider.md
Also PipeRider will give us swag for completing the homework. There are only 12 swag packages, so we will choose the winners randomly.
Have fun!
GitHub
data-engineering-zoomcamp/cohorts/2023/workshops/piperider.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
π11β€7π5
Now it's time to put everything you learned to practice!
We're starting to work on the project! You can learn more about the requirements here: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/week_7_project/README.md
To submit your project, use the links here: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/project.md
Also, if you want to check the projects from the last year, you can find them here
https://docs.google.com/spreadsheets/d/e/2PACX-1vShnv8T4iY_5NA8h0nySIS8Wzr-DZGGigEikIW4ZMSi9HlvhaEB4RhwmepVIuIUGaQHS90r5iHR2YXV/pubhtml# (note that there are two tabs there - each with different projects)
have fun!
We're starting to work on the project! You can learn more about the requirements here: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/week_7_project/README.md
To submit your project, use the links here: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/project.md
Also, if you want to check the projects from the last year, you can find them here
https://docs.google.com/spreadsheets/d/e/2PACX-1vShnv8T4iY_5NA8h0nySIS8Wzr-DZGGigEikIW4ZMSi9HlvhaEB4RhwmepVIuIUGaQHS90r5iHR2YXV/pubhtml# (note that there are two tabs there - each with different projects)
have fun!
β€30π12π₯9π2π¦1
We're extending the deadline for submitting your project till Monday 22:00 CET. Use this time wisely and have fun
β€26π10π2
Hi everyone!
Great work on the projects! Now it's time to evaluate your peers.
We've updated the page with the projects (https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/project.md), now it contains two more links:
- Peer review assignments: https://docs.google.com/spreadsheets/d/e/2PACX-1vRYQ0A9C7AkRK-YPSFhqaRMmuPR97QPfl2PjI8n11l5jntc6YMHIJXVVS0GQNqAYIGwzyevyManDB08/pubhtml?gid=0&single=true
- Evaluation form: https://forms.gle/1bxmgR8yPwV359zb7
To find the projects assigned to you, use the first link (peer review assignments) and find your hash in the first column. You will see three rows: you need to evaluate each of these projects. For each project, you need to submit the form once, so in total, you will make three submissions.
Use this as an opportunity to learn from your peers - and you will learn a lot.
But also remember - if you don't do peer review, you will fail your projects.
Have fun!
Also - the form for submitting project attempt #2 is open, so if you didn't have time to work on your project yet, now you can do it.
Great work on the projects! Now it's time to evaluate your peers.
We've updated the page with the projects (https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/project.md), now it contains two more links:
- Peer review assignments: https://docs.google.com/spreadsheets/d/e/2PACX-1vRYQ0A9C7AkRK-YPSFhqaRMmuPR97QPfl2PjI8n11l5jntc6YMHIJXVVS0GQNqAYIGwzyevyManDB08/pubhtml?gid=0&single=true
- Evaluation form: https://forms.gle/1bxmgR8yPwV359zb7
To find the projects assigned to you, use the first link (peer review assignments) and find your hash in the first column. You will see three rows: you need to evaluate each of these projects. For each project, you need to submit the form once, so in total, you will make three submissions.
Use this as an opportunity to learn from your peers - and you will learn a lot.
But also remember - if you don't do peer review, you will fail your projects.
Have fun!
Also - the form for submitting project attempt #2 is open, so if you didn't have time to work on your project yet, now you can do it.
GitHub
data-engineering-zoomcamp/cohorts/2023/project.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
π₯25π11β€4π2
We've finally evaluated the homework for piperider
Here's the updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vTbL00GcdQp0bJt9wf1ROltMq7s3qyxl-NYF7Pvk79Jfxgwfn9dNWmPD_yJHTDq_Wzvps8EIr6cOKWm/pubhtml
We're working on recording the video with the solutions and selecting the swag winners from those who submitted the homework.
Here's the updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vTbL00GcdQp0bJt9wf1ROltMq7s3qyxl-NYF7Pvk79Jfxgwfn9dNWmPD_yJHTDq_Wzvps8EIr6cOKWm/pubhtml
We're working on recording the video with the solutions and selecting the swag winners from those who submitted the homework.
β€15π₯4
Great work on the projects!
Here is the feedback: https://docs.google.com/spreadsheets/d/e/2PACX-1vQuMt9m1XlPrCACqnsFTXTV_KGiSnsl9UjL7kdTMsLJ8DLu3jNJlPzoUKG6baxc8APeEQ8RaSP1U2VX/pubhtml?gid=27207346&single=true
The updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vTbL00GcdQp0bJt9wf1ROltMq7s3qyxl-NYF7Pvk79Jfxgwfn9dNWmPD_yJHTDq_Wzvps8EIr6cOKWm/pubhtml
Here is the feedback: https://docs.google.com/spreadsheets/d/e/2PACX-1vQuMt9m1XlPrCACqnsFTXTV_KGiSnsl9UjL7kdTMsLJ8DLu3jNJlPzoUKG6baxc8APeEQ8RaSP1U2VX/pubhtml?gid=27207346&single=true
The updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vTbL00GcdQp0bJt9wf1ROltMq7s3qyxl-NYF7Pvk79Jfxgwfn9dNWmPD_yJHTDq_Wzvps8EIr6cOKWm/pubhtml
β€36π2
Dave recorded the solution to the PipeRider homework. You can check it here: https://www.youtube.com/watch?v=inNrUys7W8U&list=PL3MmuxUbc_hJjEePXIdE-LVUx_1ZZjYGW
YouTube
PipeRider DE Zoomcamp Workshop Homework Answers
The answers for the homework questions as part of the PipeRider Workshop from week 4 of the DataTalks.Club Data Engineering Zoomcamp.
Homework:
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/workshops/piperider.md
Workshopβ¦
Homework:
https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cohorts/2023/workshops/piperider.md
Workshopβ¦
π10β€5
We have two announcements
First, the deadline for the project is extended by one week. The new due date is the 4th of May
Also, we have generated the certificates for those who completed the first project. Here's an example: https://certificate.datatalks.club/dezoomcamp/2023/fe629854d45c559e9c10b3b8458ea392fdeb68a9.pdf
Instructions how to get a certificate: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cerficates.md
Later (hopefully not too late) you will receive an email with your personal link, but for now you can generate this link yourself. Pay attention to the hash - it's not the same as in the leaderboard
First, the deadline for the project is extended by one week. The new due date is the 4th of May
Also, we have generated the certificates for those who completed the first project. Here's an example: https://certificate.datatalks.club/dezoomcamp/2023/fe629854d45c559e9c10b3b8458ea392fdeb68a9.pdf
Instructions how to get a certificate: https://github.com/DataTalksClub/data-engineering-zoomcamp/blob/main/cerficates.md
Later (hopefully not too late) you will receive an email with your personal link, but for now you can generate this link yourself. Pay attention to the hash - it's not the same as in the leaderboard
π₯39π10π4β€2π³1