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

 

Course Overview

DP-100 is an outstanding data science course that our students have found of great value.

It is important to reinforce however that this course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.

Before attending this course, students MUST have:

  • Deep experience in training, building, and evaluating machine learning models
  • A solid command of Python and its data science libraries including: pandas, scikit-learn, matplotlib, and seaborn.
  • Experience with statistical learning concepts such as: regression, correlation, normalization, feature importance, and AUC - ROC
  • Azure Fundamentals

Who should attend

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.

Certifications

This course is part of the following Certifications:

Prerequisites

Before attending this course, students must have:

  • A fundamental knowledge of Microsoft Azure
  • Experience of writing Python code to work with data, using libraries such as Numpy, Pandas, and Matplotlib.
  • Understanding of data science; including how to prepare data, and train machine learning models using common machine learning libraries such as Scikit-Learn, PyTorch, or Tensorflow.

Course Objectives

  • Introduction to Azure Machine Learning
  • No-Code Machine Learning with Designer
  • Running Experiments and Training Models
  • Working with Data
  • Compute Contexts
  • Orchestrating Operations with Pipelines
  • Deploying and Consuming Models
  • Training Optimal Models
  • Interpreting Models
  • Monitoring Models

Course Content

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.

Online training
Modality: L

Trwa 3 dni

Cena (excl. tax)
  • Polska: 2.800,- PLN
Classroom training
Modality: C

Trwa 3 dni

Cena (excl. tax)
  • Polska: 2.800,- PLN

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Polish
Time zone Central European Summer Time (CEST)
Online training
Online training
Online training
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Online training
Szkolenie Zdalne:   To jest kurs zdalny prowadzony przez instruktora
This is a FLEX course, which is delivered both virtually and in the classroom.
Europa
Polska
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Język szkolenia: Angielski Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Język szkolenia: Angielski Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Język szkolenia: Angielski Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Enroll:
for online training
for classroom training
Warszawa This is a FLEX course.   Time zone: Europe/Warsaw Enroll:
for online training
for classroom training
Niemcy
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Francja
Paris Enroll
Online training This is an Français language FLEX course.   Time zone: Europe/Paris Enroll
Paris Enroll
Hiszpania
Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
Portugalia
Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
Szwajcaria
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
Zurych Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
Wielka Brytania
Online training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.