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