MLOps Training in Hyderabad | MLOps Training Online

1. Key MLOpsTools Every Data Scientist Should Know • Explore the essential tools that streamline ML development and deployment. +91 7032290546 www.visualpath.in

2. 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 +91 7032290546 www.visualpath.in

3. 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 +91 7032290546 www.visualpath.in

4. 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 +91 7032290546 www.visualpath.in

5. 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 +91 7032290546 www.visualpath.in

6. TensorFlow Extended (TFX) • Production ML platform from Google • Includes data validation and transformation • Robust pipeline management features • Ideal for TensorFlow users going to production +91 7032290546 www.visualpath.in

7. 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 +91 7032290546 www.visualpath.in

8. 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 +91 7032290546 www.visualpath.in

9. Contact MLOPS Address:- Flat no: 205, 2nd Floor, NilgiriBlock, Aditya Enclave, Ameerpet, Hyderabad-1 Ph. No: +91-7032290546 • Visit:WWW.VISUALPATH.IN E-Mail: online@visualpath.in +91 7032290546 www.visualpath.in

10. THANK YOU Visit: www.visualpath.in +91 7032290546 www.visualpath.in