ML Zoomcamp announcements

Thanks for taking the time to evaluate and learn from your peers We have scored the projects Leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vSNK_yGtELX1RJK1SSRl4xiUbD0XZMYS6uwHnybc7Mql-WMnMgO7hHSu59w-1cE7FeFZjkopbh684UE/pubhtml Feedback: https://docs.google.com/spreadsheets/d/e/2PACX-1vQMT0Pr_EYLGR_8dXQ384cVkrN2w73VNr_H-mgsgIV2XDjKHrm0cznHaDGaWUyI146sx8-AkBL1QFrF/pubhtml?gid=973195155&single=true (If you can't find any feedback for your project, it means that your evaluators didn't provide any) Also many of you sadly forgot about the peer evaluation - and therefore failed the midterm project. Don't forget to do it next time! Great work and have fun with the deep learning module!

Great work on the projects! We had 311 submissions Now it's time to evaluate your peers and learn from them Assignments: https://docs.google.com/spreadsheets/d/e/2PACX-1vR-7RRtq7AMx5OzI-tDbkzsbxNLm-NvFOP5OfJmhCek9oYcDx5jzxtZW2ZqWvBqc395UZpHBv1of9R1/pubhtml?gid=0&single=true Submit here: https://forms.gle/A5DqzSwPKgLru43AA You can always find all the links here: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/projects.md#midterm-project

The deadline for submitting the project is extended by two days. Use this time wisely The new deadline is November 8 (Wednesday), 23:00 CET Have fun!

Hi again! Here is the link to the homework module 8: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/08-deep-learning/homework.md Once again: you will need an environment with a GPU for this homework. We recommend to use Saturn Cloud. You can also use a computer without a GPU (e.g. your laptop), but it will be slower. Have fun and enjoy learning!

Hi everyone 👋 I know you're still busy with your projects, but we're starting the deep learning module. It takes two weeks so you still have time to wrap up your projects and evaluate your peers Module Materials: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/08-deep-learning Instead of AWS we recommend using Saturn cloud for this module You can sign up here: https://bit.ly/saturn-mlzoomcamp When you sign up, write in the chat box that you're an ML Zoomcamp student and you should get extra GPU hours (something like 150) Have fun! (We will make a separate announcement about homework soon)

How is it going with your project? Are you on track?

Hi everyone! We scored homework #6 Solution: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/06-trees/homework.ipynb Updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vSNK_yGtELX1RJK1SSRl4xiUbD0XZMYS6uwHnybc7Mql-WMnMgO7hHSu59w-1cE7FeFZjkopbh684UE/pubhtml We had 282 submissions. Well done. Keep going! How is it going with your projects? Is everyone on track? Has somebody still not decided which dataset to use? Let us know and we will help

It's time we put everything we learned into practice! Today we start a midterm project You will need: - Find a dataset - Explore and prepare the data - Train the best model - Export the notebook into a script - Put your model into a web service - Deploy it locally with Docker - Deploy to the cloud You can find all the links here: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/projects.md#midterm-project Have fun!

Hi everyone! We scored homework #5 Solution code: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/cohorts/2023/05-deployment/homework Updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vSNK_yGtELX1RJK1SSRl4xiUbD0XZMYS6uwHnybc7Mql-WMnMgO7hHSu59w-1cE7FeFZjkopbh684UE/pubhtml We had 325 submissions. Well done. Keep going!

Hi again! We're starting module 6 on trees and ensemble learning Content: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/06-trees Homework: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/06-trees/homework.md Have fun!

We're starting the office hours now! Stream: https://www.youtube.com/watch?v=GuJkBzyGxyc (available for replay later) Questions: https://app.sli.do/event/7gfZVNWrP2RVxoJGEngAZd

We scored homework #4 Solution: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/04-evaluation/homework.ipynb Updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vSNK_yGtELX1RJK1SSRl4xiUbD0XZMYS6uwHnybc7Mql-WMnMgO7hHSu59w-1cE7FeFZjkopbh684UE/pubhtml This time, we had 375 submissions. It was a difficult homework. Great work!

Hi everyone! We are quite close to starting our midterm project. Next week on Monday (at 18:00 CEST) we will have office hours where we will answer your questions. The event is already in our Google calendar. You can ask questions here: https://app.sli.do/event/7gfZVNWrP2RVxoJGEngAZd See you soon!

Hi everyone! Today we're starting module 5 about model deployment The materials: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/05-deployment Homework: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/cohorts/2023/05-deployment If you don't have prior development experience, this module might be quite challenging. But don't give up, it's also one of the most important modules of this course. Remember that you can always ask for help in slack. Have fun and enjoy learning! By the way, how is it going with homework 4?

Hi everyone! We scored homework #3 Solution: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/03-classification/homework_3.ipynb Updated leaderboard: https://docs.google.com/spreadsheets/d/e/2PACX-1vSNK_yGtELX1RJK1SSRl4xiUbD0XZMYS6uwHnybc7Mql-WMnMgO7hHSu59w-1cE7FeFZjkopbh684UE/pubhtml We had 517 submissions. Great work!

Hi everyone! Just in case you didn't know, there are playlists with content from the 2021 and 2022 editions of the course For example, this is the ML Zoomcamp 2021 edition: https://www.youtube.com/playlist?list=PL3MmuxUbc_hL4Gx-wzOJMT4q1K-cArKqu There are many useful videos with extra explanations of the common problems + solutions to the past homework Check it out

We've started module 4 today. This week we will learn about different evaluation metrics for binary classification Module content: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/04-evaluation Homework: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/04-evaluation/homework.md If you're still catching up with homework 3, you have a couple of days to wrap it up. We won't close the form today Have fun!

Hi everyone! We closed the form for homework 2 and updated the leaderboard https://docs.google.com/spreadsheets/d/e/2PACX-1vSNK_yGtELX1RJK1SSRl4xiUbD0XZMYS6uwHnybc7Mql-WMnMgO7hHSu59w-1cE7FeFZjkopbh684UE/pubhtml We had 596 submissions. Great work! Keep it up!

Hi everyone! Today we are starting week 3 related to classification. Module content: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/03-classification Homework: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/03-classification/homework.md Also we would like to ask you how is it going with the homework 2?

We finally published the solution for the homework 1. The code is available here: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/01-intro/homework_1.ipynb We hope you are enjoying the course!