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

Description

Duration: 3 days

This three – day boot camp is intended to teach student how to use Azure services to develop, train, and deploy machine learning solutions. Students will begin with an overview of Azure services that support data science. During the boot camp, students will focus on using Azure’s premier data science service and machine learning service to automate the data science pipeline.

 

This boot camp is intended for data scientists and those with responsibilities in training and deploying machine learning models.

 

It is recommended that students have the following knowledge or experience:

An understanding of data science including how to prepare data, train models, and evaluate competing models to select the best one.

How to program in Python programming language and use the Python libraries: pandas, scikit-learn, matploylib, and seaborn.

What’s included?

  • Authorized Courseware
  • Intensive Hands on Skills Development with an Experienced Subject Matter Expert
  • Hands-on practice on real Servers and extended lab support 1.800.482.3172
  • Examination Vouchers & Onsite Certification Testing- (excluding Adobe and PMP Boot Camps)
  • Academy Code of Honor: Test Pass Guarantee
  • Optional: Package for Hotel Accommodations, Lunch and Transportation

With several convenient training delivery methods offered, The Academy makes getting the training you need easy. Whether you prefer to learn in a classroom or an online live learning virtual environment, training videos hosted online, and private group classes hosted at your site. We offer expert instruction to individuals, government agencies, non-profits, and corporations. Our live classes, on-sites, and online training videos all feature certified instructors who teach a detailed curriculum and share their expertise and insights with trainees. No matter how you prefer to receive the training, you can count on The Academy for an engaging and effective learning experience.

Methods

  • Instructor Led (the best training format we offer)
  • Live Online Classroom – Online Instructor Led
  • Self-Paced Video

Speak to an Admissions Representative for complete details

StartFinishPublic PricePublic Enroll Private PricePrivate Enroll
01/18/202101/20/2021
02/08/202102/10/2021
03/01/202103/03/2021
03/22/202103/24/2021
04/12/202104/14/2021
05/03/202105/05/2021
05/24/202105/26/2021
06/14/202106/16/2021
07/05/202107/07/2021
07/26/202107/28/2021
08/16/202108/18/2021
09/06/202109/08/2021
09/27/202109/29/2021
10/18/202110/20/2021
11/08/202111/10/2021
11/29/202112/01/2021
12/20/202112/22/2021

Curriculum

Module 1: Doing Data Science on Azure

  • Introduce the Data Science Process
  • Overview of Azure Data Science Options
  • Introduce Azure Notebooks

 

Module 2: Doing Data Science with Azure Machine Learning Service

  • Introduce Azure Machine Learning (AML) Service
  • Register and deploy ML models with AML Service

 

Module 3: Automate Machine Learning with Azure Machine Learning Service

  • Automate Machine Learning Model Selection
  • Automate Hyperparameter Tuning with HyperDrive

 

Module 4: Manage and Monitor Machine Learning Models with Azure Machine Learning Service

  • Manage and Monitor Machine Learning Models