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

 

Opis szkolenia

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

Profil słuchaczy

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.

Wymagania

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.

Cel szkolenia

  • 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

Program szkolenia

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

harmonogram

Polish
Time zone CET
2020-11-16 ― 2020-11-18 Online training Time zone: Central European Time (CET)
2020-12-21 ― 2020-12-23 Online training Time zone: Central European Time (CET)
Guaranteed date:   Fast Lane uruchamia wszystkie szkolenia oznaczone jako gwarantowane bez względu na liczbę uczestników. Wyjątek stanowią działania siły wyższej lub innych nieoczekiwane zdarzenia, takie jak np. wypadek lub choroba trenera, które uniemożliwią przeprowadzenie kursu.
Instructor-led Online Training:   This is an Instructor-Led Online course
This is a FLEX course, which is delivered both virtually and in the classroom.
Europa
Polska

Currently no local training dates available.  For enquiries please write to info@fastlane.pl.

Niemcy
2020-11-18 ― 2020-11-20 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-01-18 ― 2021-01-20 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-02-08 ― 2021-02-10 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-03-08 ― 2021-03-10 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-03-29 ― 2021-03-31 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-05-10 ― 2021-05-12 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-06-07 ― 2021-06-09 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
2021-07-19 ― 2021-07-21 Monachium Enroll
Austria
2020-11-23 ― 2020-11-25 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Vienna Enroll
Francja
2020-11-02 ― 2020-11-04 Online training This is an Français language FLEX course.   Time zone: Europe/Paris Enroll
2021-03-08 ― 2021-03-10 Online training This is an Français language FLEX course.   Time zone: Europe/Paris Enroll
2021-05-25 ― 2021-05-27 Online training This is an Français language FLEX course.   Time zone: Europe/Paris Enroll
2021-09-27 ― 2021-09-29 Online training This is an Français language FLEX course.   Time zone: Europe/Paris Enroll
Hiszpania
2020-11-23 ― 2020-11-25 Madrid Enroll
2021-01-11 ― 2021-01-13 Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
2021-03-01 ― 2021-03-03 Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
2021-05-03 ― 2021-05-05 Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
2021-07-05 ― 2021-07-07 Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
2021-08-30 ― 2021-09-01 Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
2021-11-02 ― 2021-11-04 Online training This is an Hiszpania language FLEX course.   Time zone: Europe/Madrid Enroll
Portugalia
2021-01-11 ― 2021-01-13 Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
2021-03-01 ― 2021-03-03 Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
2021-05-03 ― 2021-05-05 Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
2021-07-05 ― 2021-07-07 Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
2021-08-30 ― 2021-09-01 Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
2021-11-02 ― 2021-11-04 Online training This is an Português language FLEX course.   Time zone: Europe/Lisbon Enroll
Szwajcaria
2020-12-07 ― 2020-12-09 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-01-11 ― 2021-01-13 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-02-22 ― 2021-02-24 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-03-22 ― 2021-03-24 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-04-05 ― 2021-04-07 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-04-26 ― 2021-04-28 Online training This is an Angielski language FLEX course.   Time zone: Europe/Zurich Język szkolenia: Angielski Enroll
2021-05-17 ― 2021-05-19 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-05-25 ― 2021-05-27 Online training This is an Angielski language FLEX course.   Time zone: Europe/Zurich Język szkolenia: Angielski Enroll
2021-06-14 ― 2021-06-16 Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
2021-06-21 ― 2021-06-23 Online training This is an Angielski language FLEX course.   Time zone: Europe/Zurich Język szkolenia: Angielski Enroll
Wielka Brytania
2021-05-12 ― 2021-05-14 Online training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
Włochy
2021-02-08 ― 2021-02-10 milano Enroll
2021-03-29 ― 2021-03-31 Roma Enroll
2021-05-24 ― 2021-05-26 milano Enroll
2021-07-26 ― 2021-07-28 Roma Enroll
2021-09-27 ― 2021-09-29 milano Enroll
2021-11-22 ― 2021-11-24 Roma Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.