Azure Machine Learning Development: Part 1

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Zarina Meeran

1:08:27

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01.01-importance of azure machine learning development.mp4

01:05

02.01-what is artificial intelligence (ai).mp4

04:27

02.02-benefits of ai.mp4

03:57

03.01-what is machine learning (ml).mp4

04:37

03.02-ml problem types.mp4

07:24

03.03-supervised learning.mp4

04:09

03.04-unsupervised learning.mp4

03:28

03.05-semisupervised learning.mp4

03:02

03.06-reinforcement learning.mp4

03:44

04.01-what is deep learning (dl).mp4

05:22

04.02-ml vs. dl.mp4

02:29

05.01-clustering.mp4

03:18

05.02-classification.mp4

04:01

05.03-regression.mp4

01:52

05.04-anomaly detection.mp4

02:53

06.01-ml lifecycle.mp4

03:51

06.02-azure ml tools.mp4

02:47

07.01-what is mlops.mp4

03:06

07.02-mlops team roles.mp4

01:50

08.01-next steps.mp4

01:05

Description

Machine learning as a concept has been around for over 60 years, but as artificial intelligence becomes more and more popular, there’s increased opportunity in the field of artificial intelligence and its subgroups, machine learning and deep learning. And with the explosion of cloud computing, it’s only natural to study machine learning with cloud technologies like Azure. In this introductory course to her Azure machine learning series, Zarina Meeran starts you off with the basics of AI, and covers how ML and DL subgroups fit into the picture. She then dives into the various machine learning problems and the machine learning algorithms used to solve these problems. Zarina also covers the machine learning lifecycle to get the end-to-end picture, as well as the tools offered from Azure. Finally, she goes through the architecture of MLOps within the cloud as this is currently adopted.

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Machine Learning

Microsoft Azure

Zarina Meeran

Instructor's Courses

• Zarina is a Senior Cloud System Developer at Cloudreach. • MS Azure Administrator Associate, MS Azure Architect Certified, MS DevOps Expert Certified, Google Engineer Associate Certified & Terraform Associate Certified. • Cisco Network Associate Certified. • Currently Studying a course: AI, Cloud and Edge Computing at Oxford • She has 5 years of Industry experience and specialises in Networks, Data Centre, Cloud Dev & Architecture Delivery. • She has experience line managing and working with clients within the Banking, Telecom and Government sector. • She has experience working with Terraform, Python, F5, Microsoft Azure, Cisco & Fortinet across 5 industries. • Education: First Class Honours, Bachelor of Science in Computer Science with 1yr Industry Experience. Website - zarinasnet.com Youtube - https://www.youtube.com/channel/UCV6p0LJrM6AD4WWkzf4V-oQ/videos

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.