MLOps Training in Hyderabad - MLOps Training Online
                     KEY MLOPS TOOLS EVERY DATA 
SCIENTIST SHOULD KNOW
• Explore the essential tools that streamline ML 
development and deployment.
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INTRODUCTION TO 
MLOPS
• MLOps = ML + DevOps for managing the ML 
lifecycle
• Helps scale, automate, and monitor ML models
• Ensures models are production-ready and reliable
• Gaining popularity in data science and AI teams
• Many professionals pursue MLOps Training for 
hands-on skills
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MLFLOW AND 
KUBEFLOW
• MLflow tracks experiments and versions models
• Provides a centralized model registry
• Kubeflow automates model training and 
deployment
• Supports scalable, cloud-native ML pipelines
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APACHE AIRFLOW AND 
ONLINE LEARNING
• Apache Airflow automates ETL, training, deployment
• Uses DAGs to manage complex workflows
• Highly customizable for ML pipelines
• Structured learning via MLOps Online Course with 
real-world projects
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DATA VERSION 
CONTROL (DVC)
• Version control for datasets and models
• Integrates with Git for tracking
• Improves collaboration and reproducibility
• Supports large file handling and cloud integration
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TENSORFLOW 
EXTENDED (TFX)
• Production ML platform from Google
• Includes data validation and transformation
• Robust pipeline management features
• Ideal for TensorFlow users going to production
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METAFLOW AND 
SELDON CORE
• Metaflow simplifies ML workflow development
• Developed by Netflix for production workflows
• Seldon Core deploys models on Kubernetes
• Offers A/B testing, metrics, and monitoring
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FINAL THOUGHTS & 
NEXT STEPS
• MLOps tools enable scalable, reliable ML workflows
• Improve collaboration and deployment pipelines
• Essential tools: MLflow, Kubeflow, Airflow, DVC, TFX
• Gain practical skills with MLOps Online Training
• Master real-world MLOps practices to stay competitive
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CONTACT
MLOPS
Address:- Flat no: 205, 2nd 
Floor, Nilgiri Block, Aditya 
Enclave,
Ameerpet, Hyderabad-1 
 Ph. No: +91-7032290546 
•      Visit: 
WWW.VISUALPATH.IN
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h.in E-Mail: 7032290546
[email protected]
THANK 
 Visit: www.visualpath.in
YOU
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