DP-100T01: Designing and Implementing a Data Science Solution on Azure

Enhance your understanding of machine learning solutions on Azure with our exclusive DP-100 training. This course enables you to utilize your team’s Python expertise to design, deploy, and manage ML models effectively. Gain proficiency in operating ML pipelines and improve your practical skills through focused hands-on labs. Equip yourself and your team with the essential skills to thrive in Azure’s dynamic cloud environment.

Course Details

Price:

$2,495.00

Days:

Location:

Virtual

Course Overview

– • Doing Data Science on Azure
– • Doing Data Science with Azure Machine Learning service
– • Automate Machine Learning with Azure Machine Learning service
– • Manage and Monitor Machine Learning Models with the Azure Machine Learning service

• Creating cloud resources in Microsoft Azure
• Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow
• Using Python to explore and visualize data
• Working with containers

• Design a data ingestion strategy for machine learning projects
• Design a machine learning model training solution
• Design a model deployment solution
• Explore Azure Machine Learning workspace resources and assets
• Explore developer tools for workspace interaction
• Make data available in Azure Machine Learning
• Work with compute targets in Azure Machine Learning
• Work with environments in Azure Machine Learning
• Find the best classification model with Automated Machine Learning
• Track model training in Jupyter notebooks with MLflow
• Run a training script as a command job in Azure Machine Learning
• Track model training with MLflow in jobs
• Run pipelines in Azure Machine Learning
• Perform hyperparameter tuning with Azure Machine Learning
• Deploy a model to a managed online endpoint
• Deploy a model to a batch endpoint
• Manage and review models in Azure Machine Learning
• Deploy and consume models with Azure Machine Learning
• Design a machine learning solution
• Explore and configure the Azure Machine Learning workspace
• Experiment with Azure Machine Learning
• Optimize model training with Azure Machine Learning

Class Dates & Times


4/28/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
6/2/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
6/23/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
7/21/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
7/28/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
8/18/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
8/25/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
9/15/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
9/29/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00
10/14/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $2,495.00

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