Microsoft Create Machine Learning Models (Free)

Microsoft Create Machine Learning Models (Free)

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Microsoft Create Machine Learning Models (Free)
  • Microsoft Create Machine Learning Models (Free)
Microsoft Create Machine Learning Models (Free)

Microsoft Create Machine Learning Models (Free)

Start Free Course on Microsoft Learn

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Create Machine Learning Models is an intermediate-level Microsoft Learn learning path designed for learners who want to build practical machine learning skills using Python and Azure Machine Learning. The learning path introduces core machine learning concepts before guiding learners through regression, classification, clustering and deep learning models.

Learners also gain practical experience exploring and analysing datasets with Python and understanding how different machine learning algorithms solve real-world prediction and classification problems.

Provider: Microsoft Learn
Level: Intermediate
Format: Self-paced online learning
Modules: 6 Modules
Product: Azure Machine Learning
Cost: Free

External Learning Notice
This learning path is developed, hosted and maintained by Microsoft Learn.
JeeniusMind recommends this official learning resource but does not provide the training, manage learner accounts or issue Microsoft achievements.
What You Will Learn

After completing this learning path, you will understand how to:
- Understand fundamental machine learning concepts
- Explore and analyse datasets using Python
- Prepare data for machine learning
- Train regression models
- Evaluate regression model performance
- Build classification models
- Evaluate classification algorithms
- Develop clustering models
- Understand unsupervised learning techniques
- Create deep learning models
- Understand neural networks
- Apply machine learning principles to predictive AI solutions
These objectives reflect the topics covered throughout Microsoft's official learning path.
Course Outline

Module 1 – Introduction to Machine Learning Concepts
Module 2 – Explore and Analyze Data with Python
Module 3 – Train and Evaluate Regression Models
Module 4 – Train and Evaluate Classification Models
Module 5 – Train and Evaluate Clustering Models
Module 6 – Train and Evaluate Deep Learning Models
Recommended Audience

This learning path is suitable for:
- Data Scientists
- AI Engineers
- Developers
- Students
- Machine Learning Engineers
- Software Engineers interested in AI
- IT Professionals transitioning into AI
- Python Developers

Microsoft officially associates this learning path with the following roles:
- AI Engineer
- Data Scientist
- Developer
- Student
Prerequisites

Microsoft recommends:
- Basic mathematical knowledge
- Some experience with Python programming

Previous experience with machine learning is not required but is beneficial.
Package Includes

This Microsoft Learn learning path includes:
- 6 self-paced learning modules
- Practical Python exercises
- Knowledge checks
- Interactive learning
- Progress tracking through a Microsoft Learn account
- Microsoft Learn achievement upon successful completion

Learning content and achievement tracking are managed by Microsoft Learn.
Exam Details

This learning path does not include a Microsoft certification exam. Instead, learners complete:
- Interactive learning modules
- Knowledge checks
- Module activities
Progress is recorded in the learner's Microsoft Learn profile.

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