Azure Data Scientist Associate DP-100

As a Microsoft Certified: Azure Data Scientist Associate, I have demonstrated subject matter expertise in applying data science and machine learning to implement and run machine learning workloads on Azure. I am proficient in managing the complete lifecycle of machine learning solutions, which includes data ingestion and preparation, model training and deployment, and ongoing solution monitoring, primarily utilizing Python, Azure Machine Learning, and MLflow. My skills also encompass knowledge of optimizing language models for AI applications using Azure AI.

My capabilities further extend to designing and creating suitable working environments for data science workloads, thoroughly exploring data, and training effective machine learning models. I am adept at implementing robust pipelines, running jobs to prepare models for production, and subsequently managing, deploying, and monitoring scalable machine learning solutions. Additionally, I am skilled in using language models to build innovative AI applications.

To achieve these outcomes, I leverage my knowledge and experience with key Azure technologies such as Azure Machine Learning, MLflow, and Azure AI services, including Azure AI Search and Azure AI Foundry.