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Microsoft ML training course

Explore the depths of Microsoft Machine Learning (ML) with our dynamic training course. Delve into foundational concepts, advanced techniques, and practical applications guided by seasoned professionals. Acquire the skills to wield ML algorithms, optimize models, and drive impactful decisions across diverse domains. Join us and embark on a transformative journey into the realm of Microsoft ML.

JBI training course London UK

"Our tailored course provided a well rounded introduction and also covered some intermediate level topics that we needed to know. Clive gave us some best practice ideas and tips to take away. Fast paced but the instructor never lost any of the delegates"

Brian Leek, Data Analyst, May 2022

Public Courses

01/07/24 - 2 days
£1995 +VAT
12/08/24 - 2 days
£1995 +VAT
23/09/24 - 2 days
£1995 +VAT

Customised Courses

* Train a team
* Tailor content
* Flex dates
From £1200 / day
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JBI training course London UK

Microsoft ML Training: 

  • Foundational Microsoft ML concepts covered
  • Advanced ML techniques explored
  • Practical applications and case studies
  • Hands-on experience with ML algorithms
  • Model optimization strategies
  • Impactful decision-making through ML insights
  • Azure integration for seamless ML deployment

Unravel Microsoft ML: from foundational concepts to impactful applications, optimize models and make informed decisions.

 Machine Learning on Azure

  • Design a machine learning solution
  • Design a data ingestion strategy for machine learning projects
  • Design a machine learning model training solution
  • Design a model deployment solution
  • Design a machine learning operations (MLOps) solution

Explore and configure the Azure Machine Learning workspace

  • Explore the Azure Machine Learning workspace resources and assets
  • Explore developer tools for workspace interaction
  • Make data available in Azure Machine Learning
  • Work with compute targets in Azure Machine Learning
  • Work with environments in Azure Machine Learning

Experiment with Azure Machine Learning

  • Azure Machine Learning  Designer
  • Find the best classification model with Automated Machine Learning
  • Track model training in notebooks with MLflow

Optimize Model Training with Azure Machine Learning

  • Run a training script as a command job in Azure Machine Learning
  • Track model training with MLflow in jobs 
  • Perform hyperparameter tuning with Azure Machine Learning               
  • Run pipelines in Azure Machine Learning          

Manage and evaluate models with Azure Machine Learning

  • Register an MLflow model in Azure Machine Learning
  • Create and explore the Responsible AI dashboard       

Deploy and consume models with Azure Machine Learning

  • Deploy a model to a managed online endpoint
  • Deploy a model to a batch endpoint    

Introduction to Microsoft ML

  • Foundational concepts in Microsoft Machine Learning
  • Understanding ML algorithms and models
  • Introduction to Azure ML services

Advanced ML Techniques

  • Advanced machine learning techniques and methodologies
  • Model optimization strategies
  • Feature engineering and selection

Practical Applications and Case Studies

  • Real-world applications of Microsoft ML
  • Case studies showcasing ML implementations
  • Hands-on projects and exercises

 

JBI training course London UK

This MS ML course is ideal for:

  • Data scientists
  • Software developers
  • AI engineers
  • Data analysts
  • Business intelligence professionals
  • Individuals interested in Microsoft ML technologies
  • Professionals seeking to enhance their skills in machine learning and Azure integration

 


5 star

4.8 out of 5 average

"Our tailored course provided a well rounded introduction and also covered some intermediate level topics that we needed to know. Clive gave us some best practice ideas and tips to take away. Fast paced but the instructor never lost any of the delegates"

Brian Leek, Data Analyst, May 2022



“JBI  did a great job of customizing their syllabus to suit our business  needs and also bringing our team up to speed on the current best practices. Our teams varied widely in terms of experience and  the Instructor handled this particularly well - very impressive”

Brian F, Team Lead, RBS, Data Analysis Course, 20 April 2022

 

 

JBI training course London UK

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Embark on a transformative journey into the world of Microsoft Machine Learning (ML) with our comprehensive training course.

Explore foundational concepts, advanced techniques, and practical applications guided by seasoned professionals. Gain hands-on experience with ML algorithms, optimize models, and leverage Azure integration for seamless deployment. Elevate your expertise and drive impactful decisions with Microsoft ML.

Who is this course designed for?

  • Data scientists, software developers, AI engineers, data analysts, business intelligence professionals, and individuals interested in Microsoft ML technologies.

What level of expertise is required to enroll in the course?

  • Basic understanding of programming and data concepts is recommended.

What topics are covered in the course?

  • Foundational and advanced concepts in Microsoft ML, Azure integration, model optimization, and practical applications.

How is the course delivered?

  • Interactive online sessions led by experienced ML professionals.

What are the prerequisites for the course?

  • Basic understanding of programming and data concepts.

What are the outcomes of completing the course?

  • Practical skills in implementing ML solutions using Microsoft technologies, enabling participants to drive impactful decisions and innovations across diverse domains.

How long is the course?

  • Flexible scheduling, typically spanning 3 to 4 days depending on the course customization plan.

CONTACT
+44 (0)20 8446 7555

[email protected]

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