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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.

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

Classroom Training

Duration 3 days

Schedule

English
Time zone +04
06/09/2020 ― 08/09/2020 Online Training Time zone: UTC+4
13/10/2020 ― 15/10/2020 Online Training Time zone: UTC+4
06/12/2020 ― 08/12/2020 Online Training Time zone: UTC+4
09/02/2021 ― 11/02/2021 Online Training Time zone: UTC+4
20/04/2021 ― 22/04/2021 Online Training Time zone: UTC+4
20/07/2021 ― 22/07/2021 Online Training Time zone: UTC+4
09/11/2021 ― 11/11/2021 Online Training Time zone: UTC+4
1 hour difference
07/09/2020 ― 09/09/2020 Online Training Time zone: EEST
12/10/2020 ― 14/10/2020 Online Training Time zone: IST
09/11/2020 ― 11/11/2020 Online Training Time zone: IST
2 hours difference
05/10/2020 ― 07/10/2020 Online Training Time zone: CEST
3 hours difference
16/11/2020 ― 18/11/2020 Online Training Time zone: CET
30/11/2020 ― 02/12/2020 Online Training Time zone: CET
12/05/2021 ― 14/05/2021 Online Training This is an English language FLEX course.
Time zone: BST
4 hours difference
28/09/2020 ― 30/09/2020 Online Training Time zone: UTC+8
16/11/2020 ― 18/11/2020 Online Training Time zone: GMT
23/11/2020 ― 25/11/2020 Online Training Time zone: UTC+8
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
6 hours difference
24/08/2020 ― 26/08/2020 Online Training Time zone: AEST
7 hours difference
23/11/2020 ― 25/11/2020 Online Training Time zone: AEDT
9 hours difference
18/08/2020 ― 20/08/2020 Online Training Time zone: CDT guaranteed date!
18/08/2020 ― 20/08/2020 Online Training Time zone: CDT guaranteed date!
08/12/2020 ― 10/12/2020 Online Training Time zone: EST guaranteed date!
08/12/2020 ― 10/12/2020 Online Training Time zone: EST guaranteed date!
11 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!
Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Middle East
United Arab Emirates
23/08/2020 ― 25/08/2020 Dubai Course language: English
22/11/2020 ― 24/11/2020 Dubai Course language: English
This is a FLEX course, which is delivered both virtually and in the classroom.