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This package includes:

Hands-on Labs

Practice Tests

How to purchase

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Hands-on Labs

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

The DP-100 Hands-on Lab provides practical exercises to enhance skills in Azure Machine Learning and data science workflows. Participants engage in tasks such as data preparation, model training and evaluation, and deployment, gaining hands-on experience in building end-to-end machine learning solutions on the Azure platform.

Intermediate

Lab Description

Introducing DP-100 Hands-on Lab, an immersive and practical learning experience offered by CloudLabs. This lab is specifically designed to equip participants with the knowledge and skills required to design and implement data science solutions using Microsoft Azure. The lab focuses on key data science concepts such as experimentation, hyperparameter tuning, and model explainability. Participants will gain practical skills in designing and running experiments, optimizing model performance through hyperparameter tuning, and interpreting model results using Azure Machine Learning.

During the lab, participants will have the opportunity to explore various aspects of data science, including data exploration, model training, and deployment. They will gain hands-on experience in tasks such as preparing data for analysis, building machine learning models using Azure Machine Learning, and deploying models as web services.

Pre-requisite

The DP-100 Hands-on Lab requires intermediate-level knowledge of data science, statistics, and programming concepts. Additionally, learners should have experience in using Azure tools and services such as Azure Storage, Azure Machine Learning, and Azure Cognitive Services.

Learning objective

By completing the DP-100 Hands-on Lab, learners will gain the skills required to design and implement a data science solution in the Azure environment. The Hands-on Lab includes hands-on lab modules and real-world scenarios that allow learners to gain practical experience and prepare for the Microsoft Azure Data Scientist Associate certification exam

Lab Exercises

Monitor Data Drift

Monitor a Model

Detect and Mitigate Unfairness

Explore Differential Privacy Interpret Models

Use Automated Machine Learning from the SDK

Create a Batch Inferencing Service Tune Hyperparameters

Create a Real-time Inference Service

Create a Pipeline

Work with Data

Compute Contexts

Run Experiments

Use Azure Machine Learning Designer

Use Automated Machine Learning

Machine Learning Workspace

Create and Explore an Azure

Work with Compute

Why Choose Us?

On Demand Labs

Launch pre-validated labs within seconds according to your requirements without any hassle.

Instructor Control

Monitor progress and provide real-time guidance with shadow labs feature for a look-over-the-shoulder experience

No Cloud Trials

No need of Cloud Subscriptions, we take care of that for you.

FIXED COST

No need to worry about cloud spends, everything is included.

Validated Lab Environments

CloudLabs lab environments and lab guides are tested and optimized to ensure that learners have a smooth experience while performing the labs.

24x7 Support

Our support team is available 24/7 to provide timely and effective solutions to all queries

FAQ's

A hands-on lab is a virtual environment where you can actively engage in practical exercises and simulations related to a specific subject or technology. It allows you to gain real-world experience and develop practical skills.

Upon enrolment, student will receive voucher code and access instructions to launch the lab environment.

No, generally, MOC Hands-On Labs are designed to be completed in one continuous session. Once you start a lab, it's recommended to allocate enough time to finish it in one go.

Only a system with internet access and a compatible web browser.

Yes, CloudLabs Hands-on labs often come with built-in tracking and reporting features. These features allow you to monitor trainee progress, track completion rates, and generate reports on lab performance. This enables you to assess individual or group achievements and measure the effectiveness of your training initiatives.

CloudLabs have the SLA of 15 days to update the Labs.

Learners are typically allowed to access the lab once.

We have CloudLabs Shadow which is an embedded feature integrated into the CloudLabs platform that lets Instructors shadow the learners environment.

Cloud Labs support team is available 24/7 for 365 days over email and live chat.

Email Support: labs-support@spektrasystems.com
Live Chat Support: https://cloudlabs.ai/labs-support

DP-100 includes

Azure

30 Days

16 Exercises

Intended Audience

Data Scientist

Machine Learning Engineer

Data Analyst

How to Purchase

Order labs:

Reach to us at:
psm-cloudlabs@spektrasystems.com