Comparison
mlops-zoomcamp vs awesome-open-mlops
Verdict
Pick mlops-zoomcamp if mlops-zoomcamp offers free instruction on deploying machine learning models in various settings using open technologies; pick awesome-open-mlops if awesome-open-mlops highlights open-source MLOps tools specifically for model deployment and serving, offering a guide curated by Fuzzy Labs.
Markdown twin · mlops-zoomcamp alternatives · awesome-open-mlops alternatives
GraphCanon updated Sep 20, 2026
11views this month
vs
Trust & integrity
| Signal | mlops-zoomcamp | awesome-open-mlops |
|---|---|---|
| Maintenance | Very active (4d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (473d since push) As of Sep 4, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 4, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- mlops-zoomcamp
- Free MLOps course from DataTalks.Club
- awesome-open-mlops
- Model deployment and serving guide with open-source MLOps tools
Stars
- mlops-zoomcamp
- 15k
- awesome-open-mlops
- 482
Forks
- mlops-zoomcamp
- 3.1k
- awesome-open-mlops
- 53
Open issues
- mlops-zoomcamp
- 3
- awesome-open-mlops
- 6
Language
- mlops-zoomcamp
- Jupyter Notebook
- awesome-open-mlops
- -
Adopt for
- mlops-zoomcamp
- mlops-zoomcamp offers free instruction on deploying machine learning models in various settings using open technologies.
- awesome-open-mlops
- awesome-open-mlops highlights open-source MLOps tools specifically for model deployment and serving, offering a guide curated by Fuzzy Labs.
Persona
- mlops-zoomcamp
- -
- awesome-open-mlops
- -
Runtime
- mlops-zoomcamp
- -
- awesome-open-mlops
- -
License
- mlops-zoomcamp
- -
- awesome-open-mlops
- Apache 2.0 licensed, compatible with other Apache software, promoting free use in both commercial and non-commercial contexts.
Last pushed
- mlops-zoomcamp
- Sep 15, 2026
- awesome-open-mlops
- May 19, 2025
Categories
- mlops-zoomcamp
- Inference & Serving
- awesome-open-mlops
- Inference & Serving
Trust and health
Maintenance
- mlops-zoomcamp
- Very active (96%)
- awesome-open-mlops
- Dormant (18%)
Days since push
- mlops-zoomcamp
- 4d
- awesome-open-mlops
- 473d
Open issues (now)
- mlops-zoomcamp
- 3
- awesome-open-mlops
- 6
Stars delta
- mlops-zoomcamp
- +191 (30d)
- awesome-open-mlops
- 0 (30d)
Full report
- mlops-zoomcamp
- Trust report
- awesome-open-mlops
- Trust report
Choose mlops-zoomcamp if…
- Tags unique to mlops-zoomcamp: model-deployment, workflow-orchestration.
- You require educational resources to understand MLOps deployment strategies
- More GitHub stars (15k vs 482) - visibility, not fit.
When NOT to use mlops-zoomcamp
- Your team prefers courses that offer hands-on lab environments with proprietary tools
- If you need a certificate recognized by an institutional body for continuing education credits
Choose awesome-open-mlops if…
- No specific details available.
- Pricing: `awesome-open-mlops` is freely accessible but depends on the community for updates and content contributions. No paid services are associated with this repository, making it purely a curated resource..
- Tags unique to awesome-open-mlops: datascience, devops, infrastructure, machine-learning.
- When seeking a comprehensive list of open-source models focused on deploying and serving ML models for REST API use cases
When NOT to use awesome-open-mlops
- Avoid if you need proprietary or commercial MLOps solutions that offer enterprise support or features not covered by open-source projects
- Not suitable for scenarios where model serving frameworks outside of the curated list, such as those under different licenses like AGPL-3.0 used by BodyworkML, are required
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (DataTalksClub/mlops-zoomcamp) · observed Sep 20, 2026
- GitHub forks (DataTalksClub/mlops-zoomcamp) · observed Sep 20, 2026
- Last push (DataTalksClub/mlops-zoomcamp) · observed Sep 15, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (fuzzylabs/awesome-open-mlops) · observed Sep 20, 2026
- GitHub forks (fuzzylabs/awesome-open-mlops) · observed Sep 20, 2026
- Last push (fuzzylabs/awesome-open-mlops) · observed May 19, 2025
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mlops-zoomcamp 15k · awesome-open-mlops 482 (synced Sep 20, 2026).
Common questions
- What is the difference between mlops-zoomcamp and awesome-open-mlops?
- mlops-zoomcamp: Free MLOps course from DataTalks.Club. awesome-open-mlops: Model deployment and serving guide with open-source MLOps tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose mlops-zoomcamp over awesome-open-mlops?
- Choose mlops-zoomcamp over awesome-open-mlops when Tags unique to mlops-zoomcamp: model-deployment, workflow-orchestration; You require educational resources to understand MLOps deployment strategies; More GitHub stars (15k vs 482) - visibility, not fit.
- When should I choose awesome-open-mlops over mlops-zoomcamp?
- Choose awesome-open-mlops over mlops-zoomcamp when No specific details available; Pricing:
awesome-open-mlopsis freely accessible but depends on the community for updates and content contributions. No paid services are associated with this repository, making it purely a curated resource.; Tags unique to awesome-open-mlops: datascience, devops, infrastructure, machine-learning; When seeking a comprehensive list of open-source models focused on deploying and serving ML models for REST API use cases. - When should I avoid mlops-zoomcamp?
- Your team prefers courses that offer hands-on lab environments with proprietary tools If you need a certificate recognized by an institutional body for continuing education credits
- When should I avoid awesome-open-mlops?
- Avoid if you need proprietary or commercial MLOps solutions that offer enterprise support or features not covered by open-source projects Not suitable for scenarios where model serving frameworks outside of the curated list, such as those under different licenses like AGPL-3.0 used by BodyworkML, are required
- Is mlops-zoomcamp or awesome-open-mlops more popular on GitHub?
- mlops-zoomcamp has more GitHub stars (15,308 vs 482). Stars measure visibility, not whether either tool fits your constraints.
- Are mlops-zoomcamp and awesome-open-mlops open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to mlops-zoomcamp or awesome-open-mlops?
- GraphCanon lists graph-backed alternatives at mlops-zoomcamp alternatives and awesome-open-mlops alternatives (mlops-zoomcamp markdown twin, awesome-open-mlops markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, mlops-zoomcamp or awesome-open-mlops?
- mlops-zoomcamp: Very active. awesome-open-mlops: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for mlops-zoomcamp and awesome-open-mlops?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mlops-zoomcamp trust report; awesome-open-mlops trust report.