Overview

The DP 100 Microsoft Azure Data Scientist Certification is aimed towards those who apply their knowledge of data science and machine learning to implement and run machine learning workloads on Azure, using Azure Machine Learning Service. This implies planning and creating a suitable working environment for data science workloads on Azure, running data experiments, and training predictive ML models.The average salary for a Data Scientist is $117,345/yr as of some resources. This is above the national average of $44,564. Hence, a Data Scientist makes 163% more than the national average salary!Learning ObjectivesManage Azure resources for machine learningRun experiments and train modelsDeploy and operationalize machine learning solutionsImplement responsible machine learningIntended AudiencePeople who want to become Azure data scientistsPeople preparing for Microsoft's DP-100 examPrerequisitesFundamental knowledge of Microsoft AzureExperience in writing Python code to work with data, using libraries such as Numpy, Pandas, and MatplotlibUnderstanding of data science; including how to prepare data, and train machine learning models using common machine learning libraries such as Scikit-Learn, PyTorch, or TensorflowAZ-104 Course OutlineNow, the candidate should get an idea about the course structure. Below, we are mentioning the course outline that the candidate should know in order to pass the DP-100 exam.Set up an Azure Machine Learning workspace (30-35%)Run experiments and train models (25-30%)Optimize and manage models (20-25%)Deploy and consume models (20-25%)Exam FormatIn order to know the difficulty level, one should know the basic details of the exam.So, the Microsoft Azure Administrator (AZ-104) exam consists of 40-60 questions.Also, the types of questions that candidates can face in the exam include scenario-based single answer questions, multiple-choice questions, arrange in the correct sequence type questions, drag & drop questions, mark review, drag, and drop, etc.Furthermore, to apply for the exam, the examination fee is $165 USD without taxes.

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