Azure Machine Learning Development: Part 2

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Zarina Meeran

1:01:38

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01 - Introduction

01 - Importance of Azure machine learning development.mp4

00:47

02 - 1. Azure Machine Learning

01 - What is machine learning.mp4

04:55

02 - What is Azure machine learning.mp4

03:30

03 - Machine learning algorithms.mp4

03:31

04 - Machine learning lifecycle.mp4

03:55

03 - 2. Getting Started with Azure Machine Learning

01 - Creating a workspace.mp4

03:27

02 - Azure Machine Learning Studio walkthrough.mp4

05:02

04 - 3. Automated Machine Learning

01 - What is automated ML.mp4

03:35

02 - How to use automated ML.mp4

07:11

05 - 4. Using the Azure ML Designer Feature

01 - What is Azure Machine Learning designer.mp4

02:31

02 - Train a linear regression model.mp4

08:44

03 - Deploy the linear regression model.mp4

01:35

06 - 5. Author a Notebook

01 - Authoring a notebook with Azure ML.mp4

02:14

02 - Run a Python script.mp4

05:05

03 - Train your ML model.mp4

04:17

07 - Conclusion

01 - Next steps.mp4

01:19

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 second course to her Azure machine learning series, Zarina Meeran starts you off with a look at AI and how machine learning is a subgroup of AI—an important concept to understand before diving into the various ML problems and ML algorithms to solve these problems. She then covers the ML lifecycle to get the end-to-end picture as well as the tools offered from Azure. Finally, Zarina goes through the architecture of MLOps within the cloud as 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.