Technologies / Artificial Intelligence

Azure Machine Learning (AML) - advanced techniques

Advanced training on the Azure Machine Learning platform, focusing on complex implementation and optimization scenarios for ML solutions. The program covers advanced techniques for processing data, creating custom algorithms and optimizing model performance. Participants work on real-world use cases, developing practical skills in designing and implementing advanced ML solutions.

Issues

Advanced Azure ML
Distributed training
Deep learning
Data pipelines
Feature engineering
Ensemble learning
Transfer learning
Interpretation of models
Performance optimization
Scaling up solutions
ML architecture
Advanced monitoring

This training is part of the path:

Machine Learning Engineer

Benefits

The participant will develop advanced skills in using the Azure Machine Learning platform to develop complex AI solutions
Will gain in-depth knowledge of techniques for optimizing and scaling ML models in the Azure environment
Will learn to design and implement efficient large-scale data processing pipelines
Will learn advanced techniques for training and tuning ML models
Will develop the ability to create custom machine learning algorithms
Will gain hands-on experience in implementing advanced deployment scenarios

Who is this training for?

Experienced Data Scientists working with Azure ML

ML Engineers specializing in Azure

AI/ML solution architects

ML model optimization specialists

Senior Data Scientists

Technical Leaders of ML teams

AI engineers developing advanced models

Prerequisites

Hands-on experience with Azure ML
Advanced knowledge of Python
Solid knowledge of machine learning
Experience in ML projects

Training program

Custom learning algorithms

Performance optimization
Large-scale data processing
Advanced data pipelines

Feature engineering techniques
Data quality management
Models and algorithms
Ensemble learning
Deep learning in Azure ML

Techniques for interpreting models
Implementation and optimization
Advanced deployment scenarios
Cost optimization
Scaling up solutions
Advanced monitoring

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Azure Machine Learning (AML) - advanced techniques we recommend: Hands-on experience with Azure ML; Advanced knowledge of Python; Solid knowledge of machine learning.

What is the format and duration of this training?

The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Experienced Data Scientists working with Azure ML; ML Engineers specializing in Azure; AI/ML solution architects.