Cloud & DevOps

Azure Machine Learning Training

This Azure Machine Learning course is an intensive two-day program focused on the practical use of Azure’s tools and services for building, training, and deploying machine learning models.

Duration
6h
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Who it's for

Ideal for teams that…

1 Developers and data engineers who want to expand their skills in machine learning with Azure.
2 IT specialists who want to use Azure Machine Learning for data processing automation and prediction.
3 Data scientists and analysts looking to train and deploy ML models in production environments.
Outcomes after the program

Cloud, automation and CI/CD in practice — hands-on for engineering teams.

✓

How to configure and manage an Azure ML Workspace.

✓

How to deploy ML models on Azure ML Service and monitor their performance.

✓

How to conduct exploratory data analysis and train ML models using Azure ML Designer and AutoML.

✓

How to integrate ML models with other Azure services such as Databricks and Cognitive Services.

Program · 2 modules

What we actually do

M01
Day 1: Introduction to Azure Machine Learning and Basics
  • · Introduction to the Azure ecosystem and ML services
  • · Configuring the Azure ML Workspace
  • · Importing and processing data in Azure
  • · Performing EDA using Azure tools
  • · Introduction to Azure ML Designer
  • · Automating model training with Azure AutoML
  • · Training the first model
  • · Hands-on exercises: training a model with a real dataset
  • · Analyzing results and evaluating the model
M02
Day 2: Advanced Techniques and Practical Applications
  • · Using custom scripts to train models
  • · Leveraging GPUs and compute clusters to accelerate training
  • · Deploying models on Azure ML Service
  • · Monitoring and managing deployed models
  • · Model deployment and optimization
  • · Hands-on exercises: deploying a model
  • · Model optimization and hyperparameter tuning
Every module is adapted to your stack and context. The above is a starting point — not a fixed agenda.
How we work

From brief to retro in 30 days.

01

Brief & diagnosis

A call with the team lead + a short survey for participants. We define goals, gap and context.

02

Program customization

We adapt modules, case studies and code examples to your stack. Approval in 5 days.

03

Workshop

Trainer-led sessions, hands-on, code review. Mentor available between sessions too.

04

Retro + report

Outcome report for the team and lead. 30 days of consulting included.

Inquiry

Send a brief. We'll reply within 1 day.

After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.

✓Quote within 48h of the brief
✓First session within 30 days
✓Pilot before the full decision
✓VAT invoice, payment in instalments possible

Ochrona antyspamowa (Cloudflare Turnstile) zostanie aktywowana po wpięciu klucza.

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