About this certification
The Certification: End-to-End Machine Learning & MLOps Project Implementation provides a comprehensive pathway for mastering the integration of machine learning and MLOps tools in real-world projects. Participants will gain valuable skills such as improved decision-making, higher income potential, and adaptability through hands-on experience with industry-standard frameworks and workflows. Enroll now to future-proof your career and gain a competitive edge in the rapidly evolving field of machine learning operations.
This certification covers the following topics:
- End-to-End MLOps Integration
- Importance of Design Patterns
- Sophisticated Data Ingestion
- Principled Approach to Exploratory Data Analysis (EDA)
- MLflow Integration for Experiment Tracking and Model Management
- ZML for Pipeline Orchestration and Step Definition
- Model Building with Scikit-learn and Pipelines
- Continuous Deployment (CD) Pipeline with MLflow
- Inference Pipeline
- Addressing the Immaturity of MLOps
