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Microsoft

Foundations of AI and Machine Learning

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.

状态:Infrastructure Architecture
状态:Application Frameworks
中级课程小时

精选评论

NB

5.0评论日期:Jun 1, 2025

Its great course to know whole end to end ML lifecycle

CT

5.0评论日期:Jan 9, 2025

Ideal resources for aspiring and current AI engineers include information on which tools and best practices to use, as well as resources for learning and staying up-to-date with industry news.

MA

4.0评论日期:Feb 26, 2026

I love the brief and detailed explanations. It would be nice to have more practical videos. But at this rate, it's a good course.

QA

5.0评论日期:Dec 11, 2025

This course was well structured and learner friendly. I really enjoyed the learning.

AA

5.0评论日期:Jan 25, 2025

Nice course helps to improve many things and basics

SH

5.0评论日期:Apr 25, 2025

Great course for managers who are interested in MLOps.

SW

5.0评论日期:Aug 20, 2025

This is a great course for anyone who love to take the path of an AI ML engineer

MP

5.0评论日期:Dec 22, 2024

We found one of the finest trainer/ instructor in this course.

所有审阅

显示:20/72

Jeremy Shantz
1.0
评论日期:Mar 12, 2025
Manas Kumar Patra
5.0
评论日期:Dec 23, 2024
Faisal Alherran
2.0
评论日期:Apr 5, 2025
Stepan Hardin
5.0
评论日期:Apr 26, 2025
ANNA
5.0
评论日期:Jan 26, 2025
Mirzaakbar Hudayberdiev
5.0
评论日期:May 2, 2025
Shafeeq Karakkunnu
5.0
评论日期:Aug 2, 2025
Trần Bá Hộ
5.0
评论日期:Apr 5, 2025
Darin Williams
5.0
评论日期:May 4, 2025
Chayut Tumon
5.0
评论日期:Jan 9, 2025
Filippo Ceruti
5.0
评论日期:Jul 12, 2025
Qasim Ali
5.0
评论日期:Dec 11, 2025
Sankha Wishwanath
5.0
评论日期:Aug 21, 2025
5.0
评论日期:Mar 30, 2025
Nobel Barua
5.0
评论日期:Jun 1, 2025
Rehani Wijeyawardena
5.0
评论日期:Apr 22, 2025
S Sravan
5.0
评论日期:Jul 10, 2025
Chien Hua Wang
5.0
评论日期:Jun 11, 2025
Mujeeb Developer
5.0
评论日期:Dec 20, 2025
Pranav Pratap Singh Bahri
5.0
评论日期:Jun 1, 2025