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Foundations of AI and Machine Learning

By Coursera on Coursera · Technology
Price
$49

About This Course

This course provides a comprehensive introduction to fundamental components of artificial intelligence and machine learning (AI & ML) infrastructure. You will explore the critical elements of AI & ML environments, including data pipelines, model development frameworks, and deployment platforms. The course emphasizes the importance of robust and scalable design in AI & ML infrastructure. By the end of this course, you will be able to: 1. Analyze, describe, and critically discuss the critical components of AI & ML infrastructure and their interrelationships. 2. Analyze, describe, and critically discuss efficient data pipelines for AI & ML workflows. 3. Analyze and evaluate model development frameworks for various AI & ML applications. 4. Prepare AI & ML models for deployment in production environments. To be successful in this course, you should have intermediate programming knowledge of Python, plus basic knowledge of AI and ML capabilities, and newer capabilities through generative AI (GenAI) and pretrained large language models (LLM). Familiarity with statistics is also recommended.

Instructor

Microsoft

Frequently Asked Questions

How much does Foundations of AI and Machine Learning cost?
Foundations of AI and Machine Learning costs $49. Check the course page for current pricing and available discounts.
Who teaches Foundations of AI and Machine Learning?
Foundations of AI and Machine Learning is taught by Microsoft, Microsoft.
What skill level is Foundations of AI and Machine Learning for?
This course is designed for beginner learners.