Course Code: 19094

DP-100T01 Designing and Implementing a Data Science Solution on Azure

Class Dates:
10/6/2021
11/17/2021
Length:
3 Days
Cost:
$1495.00
Class Time:
Technology:
Database
Delivery:
Virtual Instructor-Led Training

Overview

  • Course Overview
  • The Azure Data Scientist applies their knowledge of data science and machine learning to implementing and running machine learning workloads on Microsoft Azure; in particular, using Azure Machine Learning Service. This entails planning and creating a suitable working environment for data science workloads on Azure, running data experiments and training predictive models, managing and optimizing models, and deploying machine learning models into production.
  • Audience
  • This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.

Prerequisites

  • Successful Azure Data Scientists start this role with a fundamental knowledge of cloud computing concepts, and experience in general data science and machine learning tools and techniques.

    Specifically:
    Creating cloud resources in Microsoft Azure.
    Using Python to explore and visualize data.
    Training and validating machine learning models using common frameworks like Scikit-Learn,
    PyTorch, and TensorFlow.
    Working with containers

Course Details