Third peer review for the @DataTalksClub AI Dev Tools Zoomcamp (@Al_Grigor): Order Tracker. Its responder never marks an incident resolved on its own, a human approves the fix, then the tests and a health check must both pass.
Youssef-fathy-elsayd-ibrahim/order-tracker
DataTalksClub/ai-dev-tools-zoomcamp
1 like · 26 views
Second peer review for the @DataTalksClub AI Dev Tools Zoomcamp (@Al_Grigor): TaskLane. One of its CI jobs starts Grafana, injects a real 503 and checks that the alert fires and then resolves, so every push proves the alert works.
DataTalksClub/ai-dev-tools-zoomcamp
LE0ST/tasklane
3 likes · 1 repost · 113 views
Data Engineering Zoomcamp: A Free 9-Week Course on Data Engineering Fundamentals (47k stars)
What it does
All text below is quoted directly from the project README.
>Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here
Syllabus:
- Module 1: Containerization and Infrastructure as Code
- Module 2: Workflow Orchestration
- Workshop 1: Data Ingestion
- Module 3: Data Warehousing
- Module 4: Analytics Engineering
- Module 5: Data Platforms
- Module 6: Batch Processing
- Module 7: Streaming
>This course is for developers, analysts, and data scientists who want to learn how to build data pipelines and work with the modern data engineering stack. No prior data engineering experience is necessary.
Repository
DataTalksClub/data-engineering-zoomcamp
Repository stats
|Metric|Value|
|:-|:-|
|Stars|46,510|
|Forks|9.0k|
|Last release|None|
|Languages|Jupyter Notebook 70%, Python 18.7%, Java 9.5%|
|Contributors|206|
|AI contributor accounts (Claude / Codex / Cursor / Copilot)|@Copilot (6 commits)|
|AI co-authored commits|Copilot: 6|
Main contributor
|Field|Value|
|:-|:-|
|Name|Alexey Grigorev|
|GitHub|@alexeygrigorev|
|Commits to this repo|721 (top contributor)|
|Bio|Running @DataTalksClub and hacking some personal projects|
|Company / Location|Berlin, Germany|
|Followers|6.3k|
──────────────────────────────
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25 points
Reviewing peer projects for the @DataTalksClub AI Dev Tools Zoomcamp (@Al_Grigor). Anti-Scope Creep flags risky contract clauses with an LLM. Its best guard is a string check, a finding whose quote isn't in the contract is dropped.
DataTalksClub/ai-dev-tools-zoomcamp
vadimvvlasov/anti-scope-creep
2 likes · 111 views
Machine Learning Zoomcamp: A Free Course on ML Engineering (15k stars)
What it does
All text below is quoted directly from the project README.
>Learn ML engineering for free in 4 months! Register here
Who Should Join:
- Already have programming experience and want to move into machine learning engineering.
- Want a structured introduction to machine learning without assuming prior ML knowledge.
- Want to understand both model development and production deployment.
- Learn best by completing homework and building end-to-end projects.
- Want portfolio projects that demonstrate practical machine learning skills.
- Benefit from cohort deadlines, community support, peer review, and certificate eligibility.
>Frame the problem, prepare the data, train and evaluate the model, expose it through an API, package it, and deploy it.
Repository
DataTalksClub/machine-learning-zoomcamp
Repository stats
|Metric|Value|
|:-|:-|
|Stars|14,862|
|Forks|3.3k|
|Last release|dl-models (2025-08-15)|
|Languages|Jupyter Notebook 97.7%, Python 1.8%, Other 0.5%|
|Contributors|136|
|AI contributor accounts (Claude / Codex / Cursor / Copilot)|@Copilot (2 commits)|
|AI co-authored commits|Copilot: 2|
Main contributor
|Field|Value|
|:-|:-|
|Name|Alexey Grigorev|
|GitHub|@alexeygrigorev|
|Commits to this repo|1,323 (top contributor)|
|Bio|Running @DataTalksClub and hacking some personal projects|
|Company / Location|Berlin, Germany|
|Followers|6.3k|
──────────────────────────────
📌 How many great GitHub repos have you discovered and completely forgotten about?
Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.
📬 Never lose track of great repos again. Subscribe free.
3 points
What I’d keep is the gates. Agents write code, but tests, a git hook and my approval decide what ships.
Built for @DataTalksClub’s AI Dev Tools Zoomcamp, taught by @Al_Grigor: DataTalksClub/ai-dev-tools-zoomcamp
Code: Sanjomwa/clio-findings-explorer
Live: cfe-frontend-prod-qf6bvfuxjq-ew.a.run.app
1 like · 7 views
Free way into data engineering:
DataTalksClub/data-engineering-zoomcamp (45.1k ★). 9 weeks: Docker, Terraform, BigQuery, dbt, Spark, Kafka.
This week: do Module 1, run Postgres in Docker.
DataTalksClub/data-engineering-zoomcamp
Self-paced now or the Jan 2027 cohort? t.co
1 like · 31 views
Mentions
Third peer review for the @DataTalksClub AI Dev Tools Zoomcamp (@Al_Grigor): Order Tracker. Its responder never marks an incident resolved on its own, a human approves the fix, then the tests and a health check must both pass. Youssef-fathy-elsayd-ibrahim/order-tracker DataTalksClub/ai-dev-tools-zoomcamp
Second peer review for the @DataTalksClub AI Dev Tools Zoomcamp (@Al_Grigor): TaskLane. One of its CI jobs starts Grafana, injects a real 503 and checks that the alert fires and then resolves, so every push proves the alert works. DataTalksClub/ai-dev-tools-zoomcamp LE0ST/tasklane
Data Engineering Zoomcamp: A Free 9-Week Course on Data Engineering Fundamentals (47k stars) What it does All text below is quoted directly from the project README. >Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here Syllabus: - Module 1: Containerization and Infrastructure as Code - Module 2: Workflow Orchestration - Workshop 1: Data Ingestion - Module 3: Data Warehousing - Module 4: Analytics Engineering - Module 5: Data Platforms - Module 6: Batch Processing - Module 7: Streaming >This course is for developers, analysts, and data scientists who want to learn how to build data pipelines and work with the modern data engineering stack. No prior data engineering experience is necessary. Repository DataTalksClub/data-engineering-zoomcamp Repository stats |Metric|Value| |:-|:-| |Stars|46,510| |Forks|9.0k| |Last release|None| |Languages|Jupyter Notebook 70%, Python 18.7%, Java 9.5%| |Contributors|206| |AI contributor accounts (Claude / Codex / Cursor / Copilot)|@Copilot (6 commits)| |AI co-authored commits|Copilot: 6| Main contributor |Field|Value| |:-|:-| |Name|Alexey Grigorev| |GitHub|@alexeygrigorev| |Commits to this repo|721 (top contributor)| |Bio|Running @DataTalksClub and hacking some personal projects| |Company / Location|Berlin, Germany| |Followers|6.3k| ────────────────────────────── 📌 How many great GitHub repos have you discovered and completely forgotten about? Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week. 📬 Never lose track of great repos again. Subscribe free.
Reviewing peer projects for the @DataTalksClub AI Dev Tools Zoomcamp (@Al_Grigor). Anti-Scope Creep flags risky contract clauses with an LLM. Its best guard is a string check, a finding whose quote isn't in the contract is dropped. DataTalksClub/ai-dev-tools-zoomcamp vadimvvlasov/anti-scope-creep
Machine Learning Zoomcamp: A Free Course on ML Engineering (15k stars) What it does All text below is quoted directly from the project README. >Learn ML engineering for free in 4 months! Register here Who Should Join: - Already have programming experience and want to move into machine learning engineering. - Want a structured introduction to machine learning without assuming prior ML knowledge. - Want to understand both model development and production deployment. - Learn best by completing homework and building end-to-end projects. - Want portfolio projects that demonstrate practical machine learning skills. - Benefit from cohort deadlines, community support, peer review, and certificate eligibility. >Frame the problem, prepare the data, train and evaluate the model, expose it through an API, package it, and deploy it. Repository DataTalksClub/machine-learning-zoomcamp Repository stats |Metric|Value| |:-|:-| |Stars|14,862| |Forks|3.3k| |Last release|dl-models (2025-08-15)| |Languages|Jupyter Notebook 97.7%, Python 1.8%, Other 0.5%| |Contributors|136| |AI contributor accounts (Claude / Codex / Cursor / Copilot)|@Copilot (2 commits)| |AI co-authored commits|Copilot: 2| Main contributor |Field|Value| |:-|:-| |Name|Alexey Grigorev| |GitHub|@alexeygrigorev| |Commits to this repo|1,323 (top contributor)| |Bio|Running @DataTalksClub and hacking some personal projects| |Company / Location|Berlin, Germany| |Followers|6.3k| ────────────────────────────── 📌 How many great GitHub repos have you discovered and completely forgotten about? Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week. 📬 Never lose track of great repos again. Subscribe free.
What I’d keep is the gates. Agents write code, but tests, a git hook and my approval decide what ships. Built for @DataTalksClub’s AI Dev Tools Zoomcamp, taught by @Al_Grigor: DataTalksClub/ai-dev-tools-zoomcamp Code: Sanjomwa/clio-findings-explorer Live: cfe-frontend-prod-qf6bvfuxjq-ew.a.run.app
Free way into data engineering: DataTalksClub/data-engineering-zoomcamp (45.1k ★). 9 weeks: Docker, Terraform, BigQuery, dbt, Spark, Kafka. This week: do Module 1, run Postgres in Docker. DataTalksClub/data-engineering-zoomcamp Self-paced now or the Jan 2027 cohort? t.co