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Designing & Implementing a Data Science Solution on Azure (DP-100T01) Certification
DP-100 Certification Training
Acquire the knowledge and skills for operating machine learning solutions at a cloud-scale using Azure Machine Learning through Microsoft's three-day Data Science Solution on Azure training. Our Azure-authorized instructors add to your foundational knowledge of cloud computing concepts, data
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DP-100T01: Designing & Implementing a Data Science Solution on Azure Course Overview
Vinsys Data Science Solution on Microsoft Azure training enables you to leverage the existing knowledge of P1thon and machine learning for managing data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Azure.
The Microsoft Azure Data Science solution course prepares you for theDP-100exam required for securing theMicrosoft Certified Azure Data Scientist Associatecertification.
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Course Objectives
- Learning to manage Microsoft Azure resources for machine learning.
- Running experiments and training models.
- Deploying and operationalizing machine learning solutions.
- Implementing responsible machine learning.
Audience
- Data scientists with prior knowledge of Python and machine learning frameworks such as Scikit-Learn, PyTorch, and Tensorflow.
- The ones willing to build and operate machine learning solutions in the cloud.
- Job Role: Data Scientist.
- Those who wish to earn the Microsoft Azure Data Scientist Associate certification.
Eligibility Criteria
- Fundamental understanding of creating cloud resources in Azure.
- Experience in using Python for exploring and visualizing data.
- Training/validating machine learning models through common frameworks.
- Working with containers.
Course Outline
Get Started with Microsoft Azure Machine Learning [ML]
- Microsoft Azure machine learning introduction
- Working with Azure ML
Visual Tools for ML
- Automated ML
- Azure machine learning designer
Run Experiments & Training Models
- Experiments
- Training/Registering models
Work with Data
- Working with data stores
- Working with datasets
Work with Compute
- Working with environments
- Working with compute targets
Orchestrate Operations with Pipelines
- Pipelines' introduction
- Publishing/Running pipelines
Deploy & Consume Models
- Real-time inferencing
- Batch inferencing
- Continuous integration and delivery
Train Optimal Models
- Hyperparameter tuning
- Automated machine learning
Responsible Machine Learning
- Differential privacy
- Model interpretability
- Fairness
Monitor Models
- Monitor models via application insights
- Monitor data drift
Choose Your Preferred Mode
ONLINE TRAINING
- 3 days Instructor-led Online Training
- Experienced Subject Matter Experts
- Approved and Quality Ensured training Material
- 24*7 leaner assistance and support
CORPORATE TRAINING
- Blended Learning Delivery Model (Self-Paced E-Learning And/Or Instructor-Led Options)
- Course, Category, And All-Access Pricing
- Enterprise-Class Learning Management System (LMS)
- Enhanced Reporting For Individuals And Teams
- 24x7 Teaching Assistance And Support
FAQ’s
Why should I learn Designing/Implementing a Data Science Solution on Azure course from Vinsys?
Vinsys is a globally recognized Corporate and Individual training provider, and an official Microsoft partner for Azure certifications. Our instructor-led online courses, customizable skill-development programs, and 24*7 learner support ensure the most detailed upskilling experience, a must for capitalizing on valuable Azure opportunities.
Will the training be provided by Vinsys or Microsoft employees?
Microsoft-certified and highly-experienced Vinsys employees will deliver the Azure course.
Does this Azure course cover data science for beginners?
Please note, this intermediate-level training is meant for data scientists. Those entirely new to data science or machine learning may first go through the Microsoft Azure AI fundamentals.
Do I get the Data Science Solution on Microsoft Azure certification after completing this training?
You get a course completion certificate only. In addition, one must pass the DP-100 examination for earning the Azure Data Scientist Associate credential.
Does this course prepare us for the master-level Azure Data Science certification?
No, it helps you with Microsoft's associate credential.
How much does the Microsoft Azure Data Scientist Associate certification exam cost?
$165.
Is there a specific retirement date for the DP-100 certification exam?
Microsoft has shared no date.
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