Microsoft DP-100日本語 : Designing and Implementing a Data Science Solution on Azure (DP-100日本語版)
- Exam Code: DP-100日本語
- Exam Name: Designing and Implementing a Data Science Solution on Azure (DP-100日本語版)
- Updated: Aug 01, 2026 Q&As: 528 Questions and Answers
About Microsoft DP-100日本語 Exam
Microsoft DP-100 Exam Syllabus Topics:
| Topic | Details |
|---|---|
Manage Azure resources for machine learning (25-30%) | |
| Create an Azure Machine Learning workspace | - create an Azure Machine Learning workspace - configure workspace settings - manage a workspace by using Azure Machine Learning studio |
| Manage data in an Azure Machine Learning workspace | - select Azure storage resources - register and maintain datastores - create and manage datasets |
| Manage compute for experiments in Azure Machine Learning | - determine the appropriate compute specifications for a training workload - create compute targets for experiments and training - configure Attached Compute resources including Azure Databricks - monitor compute utilization |
| Implement security and access control in Azure Machine Learning | - determine access requirements and map requirements to built-in roles - create custom roles - manage role membership - manage credentials by using Azure Key Vault |
| Set up an Azure Machine Learning development environment | - create compute instances - share compute instances - access Azure Machine Learning workspaces from other development environments |
| Set up an Azure Databricks workspace | - create an Azure Databricks workspace - create an Azure Databricks cluster - create and run notebooks in Azure Databricks - link and Azure Databricks workspace to an Azure Machine Learning workspace |
Run Experiments and Train Models (20-25%) | |
| Create models by using the Azure Machine Learning Designer | - create a training pipeline by using Azure Machine Learning designer - ingest data in a designer pipeline - use designer modules to define a pipeline data flow - use custom code modules in designer |
| Run model training scripts | - create and run an experiment by using the Azure Machine Learning SDK - configure run settings for a script - consume data from a dataset in an experiment by using the Azure Machine Learning SDK - run a training script on Azure Databricks compute - run code to train a model in an Azure Databricks notebook |
| Generate metrics from an experiment run | - log metrics from an experiment run - retrieve and view experiment outputs - use logs to troubleshoot experiment run errors - use MLflow to track experiments - track experiments running in Azure Databricks |
| Use Automated Machine Learning to create optimal models | - use the Automated ML interface in Azure Machine Learning studio - use Automated ML from the Azure Machine Learning SDK - select pre-processing options - select the algorithms to be searched - define a primary metric - get data for an Automated ML run - retrieve the best model |
| Tune hyperparameters with Azure Machine Learning | - select a sampling method - define the search space - define the primary metric - define early termination options - find the model that has optimal hyperparameter values |
Deploy and operationalize machine learning solutions (35-40%) | |
| Select compute for model deployment | - consider security for deployed services - evaluate compute options for deployment |
| Deploy a model as a service | - configure deployment settings - deploy a registered model - deploy a model trained in Azure Databricks to an Azure Machine Learning endpoint - consume a deployed service - troubleshoot deployment container issues |
| Manage models in Azure Machine Learning | - register a trained model - monitor model usage - monitor data drift |
| Create an Azure Machine Learning pipeline for batch inferencing | - configure a ParallelRunStep - configure compute for a batch inferencing pipeline - publish a batch inferencing pipeline - run a batch inferencing pipeline and obtain outputs - obtain outputs from a ParallelRunStep |
| Publish an Azure Machine Learning designer pipeline as a web service | - create a target compute resource - configure an Inference pipeline - consume a deployed endpoint |
| Implement pipelines by using the Azure Machine Learning SDK | - create a pipeline - pass data between steps in a pipeline - run a pipeline - monitor pipeline runs |
| Apply ML Ops practices | - trigger an Azure Machine Learning pipeline from Azure DevOps - automate model retraining based on new data additions or data changes - refactor notebooks into scripts - implement source control for scripts |
Implement Responsible ML (5-10%) | |
| Use model explainers to interpret models | - select a model interpreter - generate feature importance data |
| Describe fairness considerations for models | - evaluate model fairness based on prediction disparity - mitigate model unfairness |
| Describe privacy considerations for data | - describe principles of differential privacy - specify acceptable levels of noise in data and the effects on privacy |
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
Pass Exam in fastest Two Days
Our DP-100日本語 latest dumps questions are closely linked to the content of the real examination, so after 20 to 30 hours' study, candidates can accomplish the questions expertly, and get through your Microsoft DP-100日本語 smoothly. You can email us or contact our customer service online if you have any questions in the process of purchasing or using our DP-100日本語 dumps torrent questions, and you will receive our reply quickly.
Instant Download DP-100日本語 Exam Braindumps: Upon successful payment, Our systems will automatically send the product you have purchased to your mailbox by email. (If not received within 12 hours, please contact us. Note: don't forget to check your spam.)
Nowadays, more compliments are raised that it is much more difficult to find a good job (DP-100日本語 latest dumps). More requirements are raised by employees. They create a lot of requirements to screen talents for their own company, which makes candidates very worried for their career and future. So how can you stand out from the furious competition (DP-100日本語 dumps torrent)? Some people choose to further their education to get a higher degree, while some people try to give themselves an added advantage by obtaining a professional Microsoft certificate. All we all know, passing exam would be helpful to your career in the modern era, therefore choosing high-quality DP-100日本語 valid dumps is just as choosing a edge tool for you. Our DP-100日本語 latest dumps serve as a leader product in our industry, can help candidates pass exam quickly.
High Pass Rate for Success
Our DP-100日本語 dumps torrent questions have a number of advantages. Above everything else, the passing rate is the issue candidates pay most attention to. And high passing rate is also the most outstanding advantages of DP-100日本語 valid dumps questions. Through continuous research and development, our products have won high reputation among our clients. We guarantee a ninety-nine percent passing rate, which means you can pass exam as long as you review with our DP-100日本語 latest dumps questions. It's easy to pass exam with 20 to 30 hours on learning our DP-100日本語 dumps torrent questions. Our DP-100日本語 valid dumps questions are ensured by our hardworking experts, who update it to ensure the quality. We aim to help more candidates to pass the exam and get their ideal job.
Three Versions of DP-100日本語 latest dumps questions
Different candidates have different requirements, thus we design our DP-100日本語 dumps torrent questions into three different versions, and each of them has its own specialty. Firstly, PDF Version of DP-100日本語 valid dumps questions is convenience for you to read, print and take notes. Besides, printed material would be suitable for some candidates who are not convenient to use electronic products. Secondly, SOFT Version of DP-100日本語 latest dumps questions is created into a questions and answers mode, which simulates the DP-100日本語 real test environment, which is conducive for you to adapt the exam with ease. This version can only run on Windows operating system, no restriction of the installed computer number. The last one is the APP Version of DP-100日本語 dumps torrent questions, which supports any kind of electronic equipments. You can use it to study whenever and wherever possible once you download it under interconnection state at first. Please purchase one kind of DP-100日本語 valid dumps questions according to your own circumstance and it would be your most capable learning tool.
For more info visit:
Related Exam
Related Certifications
Over 59730+ Satisfied Customers
What Clients Say About Us
Quality and Value
DumpsTests Practice Exams are written to the highest standards of technical accuracy, using only certified subject matter experts and published authors for development - no all study materials.
Tested and Approved
We are committed to the process of vendor and third party approvals. We believe professionals and executives alike deserve the confidence of quality coverage these authorizations provide.
Easy to Pass
If you prepare for the exams using our DumpsTests testing engine, It is easy to succeed for all certifications in the first attempt. You don't have to deal with all dumps or any free torrent / rapidshare all stuff.
Try Before Buy
DumpsTests offers free demo of each product. You can check out the interface, question quality and usability of our practice exams before you decide to buy.
Use our training practice dumps with real exam questions & answers. Freely download the valid test study torrent, and start your preparation with no time wasted. 100% pass guaranteed is our promise. No help, full refund.