MLOps Training Course | MLOps Online Training
                     MLOps 
Skills Every Data Scientist Should 
Master
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7032290546
Introduction to MLOps 
Skills
• MLOps Skills are essential for scaling and 
deploying ML models.
• Combines ML, DevOps, and data 
engineering.
• Ensures automation, reproducibility, and 
collaboration.
• A must-have for every modern data scientist.
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7032290546
Importance of MLOps 
Training
•  Structured MLOps Training accelerates 
skill development.
•  Teaches tools like MLflow, DVC, 
Kubeflow, and Docker.
•  Helps in understanding CI/CD, version 
control, and monitoring.
•  Bridges the gap between 
experimentation and production.
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7032290546
Key MLOps Skill 1 – 
Version Control
•  Track code, data, and model changes.
•  Use tools like Git and DVC.
•  Enables collaboration and 
reproducibility.
•  Essential for debugging and audit 
trails.
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7032290546
Key MLOps Skill 2 – 
CI/CD for ML
•  Automate testing and deployment of 
models.
•  Integrate data validation and model 
performance checks.
•  Tools: Jenkins, GitHub Actions, MLflow.
•  Ensures reliable and fast ML delivery.
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7032290546
Key MLOps Skill 3 – 
Monitoring & Automation
•  Real-time model monitoring (e.g., drift, 
latency).
•  Workflow automation with Airflow, 
Kubeflow Pipelines.
•  Ensures stability and efficiency.
•  Learn through hands-on MLOps Online 
Course.
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7032290546
Security, Governance & 
Collaboration
•  Manage data privacy, model 
governance, and compliance.
•  Enable secure access control and audit 
logging.
•  Foster collaboration using containers, 
Git, and Kubernetes.
•  Critical for enterprise-grade ML 
systems.
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7032290546
Conclusion
•  MLOps is the future of scalable ML 
deployment.
•  Mastering MLOps unlocks better roles 
and impact.
•  Consider enrolling in MLOps Online 
Training to gain practical experience.
•  Start building smarter, faster, and 
reliable AI solutions today.
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7032290546
Contact
MLOPS
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     Ph. No: +91-7032290546 
     Visit: WWW.VISUALPATH.IN
     E-Mail: online@visualpath+9.1i-n
7032290546
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