DP-100T01: Designing & Implementing a Data Science Solution on Azure Training Course

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 science, or machine learning techniques, and prepare you for clearing the Azure Data Scientist Associate certification exam.

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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 Python 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 the DP-100 exam required for securing the Microsoft Certified Azure Data Scientist Associate certification. 

Course Curriculum


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.

About the Certification - DP-100 : Designing and Implementing a Data Science Solution on Azure Certification

Microsoft Azure Data Scientist Associate validates your data science/machine learning expertise for implementing and running machine learning workloads on Azure. The DP-100 exam must be passed to earn the credential.

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.

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Training Options


ONLINE TRAINING

Instructor-Led Session


  • 3 days Instructor-led Online Training
  • Experienced Subject Matter Experts
  • Approved and Quality Ensured training Material
  • 24*7 leaner assistance and support

CORPORATE TRAINING

Customized to your team's need


  • 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 

Course Outline


  • Microsoft Azure machine learning introduction
  • Working with Azure ML
  • Automated ML
  • Azure machine learning designer
  • Experiments
  • Training/Registering models
  • Working with data stores
  • Working with datasets
  • Working with environments
  • Working with compute targets
  • Pipelines' introduction
  • Publishing/Running pipelines
  • Real-time inferencing
  • Batch inferencing
  • Continuous integration and delivery
  • Hyperparameter tuning
  • Automated machine learning
  • Differential privacy
  • Model interpretability
  • Fairness
  • Monitor models via application insights
  • Monitor data drift

Course Reviews


FAQ's


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.

Microsoft-certified and highly-experienced Vinsys employees will deliver the Azure course.

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.

You get a course completion certificate only. In addition, one must pass the DP-100 examination for earning the Azure Data Scientist Associate credential.

No, it helps you with Microsoft's associate credential.