DP-100: Azure Machine Learning & Data Science Exam Prep 2023
Azure Machine Learning, AzureML, Exam DP-100: Designing and Implementing a Data Science Solution, 4 End-to-End Projects
Created by Vijay Gadhave | 21 hours on-demand video course
Machine Learning and Data Science are one of the hottest tech fields nowadays! There are a lot of opportunities in these fields. Data Science and Machine Learning have applications in almost every field, like transportation, Finance, Banking, Healthcare, Defense, Entertainment, etc.
Most professionals and students learn Data Science and Machine Learning but specifically, they are facing difficulties while working in a cloud environment. To solve this problem I have created this course, DP-100. It will help you to apply your data skills in Azure Cloud smoothly.
This course will help you to pass the “Exam DP-100: Designing and Implementing a Data Science Solution on Azure”. In this course, you will understand what to expect on the exam and it includes all the topics that are required to pass the DP-100 Exam.
What you’ll learn
- Prepare for DP-100 Exam
- Getting Started with Azure ML
- Setting up Azure Machine Learning Workspace
- Running Experiments and Training Models
- Deploying the Models
- AzureML Designer: Data Preprocessing
- Regression Using AzureML Designer
- Classification Using AzureML Designer
- AzureML SDK: Setting up Azure ML Workspace
- AzureML SDK: Running Experiments and Training Models
- Use Automated ML to Create Optimal Models
- Tune hyperparameters with Azure Machine Learning
- Use model explainers to interpret models
- Model Registration and Deployment Using Azureml SDK