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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

Duration 3 days

Price (excl. tax)
  • 1,890.- €
Digital courseware

Courseware language: English

Classroom Training

Duration 3 days

Price (excl. tax)
  • Germany: 1,890.- €
  • Switzerland: CHF 2,520.-
incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Digital courseware

Courseware language: English

Schedule

Guaranteed date:   The course is guaranteed to run regardless of the number of participants. This excludes unforeseeable events (e.g. accident, illness of the trainer) which make it impossible to carry out the course.
Instructor-led Online Training:   Course conducted online in a virtual classroom.
FLEX™ Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.
English
Time zone CEST
16/11/2020 ― 18/11/2020 Online Training Time zone: CET
30/11/2020 ― 02/12/2020 Online Training Time zone: CET
1 hour difference
18/10/2020 ― 20/10/2020 Online Training Time zone: UTC+3 guaranteed date!
16/11/2020 ― 18/11/2020 Online Training Time zone: GMT
20/01/2021 ― 22/01/2021 Online Training This is an English language FLEX course.
Time zone: GMT
17/03/2021 ― 19/03/2021 Online Training This is an English language FLEX course.
Time zone: GMT
12/05/2021 ― 14/05/2021 Online Training This is an English language FLEX course.
Time zone: BST
2 hours difference
20/04/2021 ― 22/04/2021 Online Training Time zone: UTC+4
20/07/2021 ― 22/07/2021 Online Training Time zone: UTC+4
3 hours difference
12/10/2020 ― 14/10/2020 Online Training Time zone: IST
06/12/2020 ― 08/12/2020 Online Training Time zone: UTC+4
09/02/2021 ― 11/02/2021 Online Training Time zone: UTC+4
09/11/2021 ― 11/11/2021 Online Training Time zone: UTC+4
4 hours difference
09/11/2020 ― 11/11/2020 Online Training Time zone: IST
6 hours difference
08/12/2020 ― 10/12/2020 Online Training Time zone: EST
08/12/2020 ― 10/12/2020 Online Training Time zone: EST
14/12/2020 ― 18/12/2020 Online Training Time zone: EST 5 days guaranteed date!
14/12/2020 ― 18/12/2020 Online Training Time zone: EST 5 days guaranteed date!
14/12/2020 ― 18/12/2020 Online Training Time zone: EST 5 days guaranteed date!
14/12/2020 ― 18/12/2020 Online Training Time zone: EST 5 days guaranteed date!
7 hours difference
02/11/2020 ― 06/11/2020 Online Training Time zone: CST 5 days
02/11/2020 ― 06/11/2020 Online Training Time zone: CST 5 days
02/11/2020 ― 06/11/2020 Online Training Time zone: CST 5 days
02/11/2020 ― 06/11/2020 Online Training Time zone: CST 5 days
23/11/2020 ― 25/11/2020 Online Training Time zone: UTC+8
9 hours difference
20/10/2020 ― 22/10/2020 Online Training Time zone: PDT guaranteed date!
20/10/2020 ― 22/10/2020 Online Training Time zone: PDT guaranteed date!
10 hours difference
23/11/2020 ― 25/11/2020 Online Training Time zone: AEDT
FLEX™ Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.
Germany
18/11/2020 ― 20/11/2020 Hamburg
18/01/2021 ― 20/01/2021 Stuttgart
08/02/2021 ― 10/02/2021 Berlin
08/03/2021 ― 10/03/2021 Hamburg
29/03/2021 ― 31/03/2021 Frankfurt
10/05/2021 ― 12/05/2021 Hamburg
07/06/2021 ― 09/06/2021 Düsseldorf
19/07/2021 ― 21/07/2021 Munich
FLEX & Online Training

Please see below our alternative, English language, FLEX course options.

20/01/2021 ― 22/01/2021 London, City This is an English language FLEX course.
Time zone: GMT
17/03/2021 ― 19/03/2021 London, City This is an English language FLEX course.
Time zone: GMT
Switzerland
09/11/2020 ― 11/11/2020 Zurich This is an German language FLEX course.
Time zone: CET
07/12/2020 ― 09/12/2020 Zurich This is an German language FLEX course.
Time zone: CET
Austria
12/10/2020 ― 14/10/2020 Vienna (iTLS) This is an German language FLEX course.
Time zone: CEST
23/11/2020 ― 25/11/2020 Vienna (iTLS) This is an German language FLEX course.
Time zone: CET