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This credential earner demonstrates knowledge of machine learning foundational concepts such as the roles of math and statistics, Python and its libraries, and machine learning algorithms. The individual has conceptual understanding of machine applications and can differentiate between supervised, unsupervised, and reinforcement learning.

This course introduces you to basic machine learning concepts and the machine process the data goes through. We explore each step in the machine learning process in detail and explain some of the common terms and techniques that occur during a…

This earner completed all learning activities included in this online learning experience related to advanced topics core to the data science profession including: Data Modeling techniques; Machine Learning; Deep Learning algorithms; Data Science Automation; demonstration of advanced skills application in the field of Data Science by role-playing critical roles in a data science team using latest AI tools for analytics/automation to address real problems insurance co's face in fraud claims data.

Mainframe infrastructure and modernization activities vary from customer to customer. To better gather required technical information for each modernization activity, AWS Mainframe Modernization provides a discovery approach in the AWS Assessment…

There are many ways to modernize mainframe workloads on Amazon Web Services (AWS). This course helps you identify and apply patterns of the AWS Mainframe Modernization, and also provides best practices for successful mainframe modernization…

This course explains how to narrow a proof of concept (POC) scope to transform the legacy codebase of a mainframe application. It also shows how to analyze legacy applications and to define the POC perimeter with AWS Blu Insights.

This course covers the overall path of evolving mainframe workloads into agile services. It also covers the macro-services created by tool-based workload migrations and their agility, cost reduction, and risk mitigation benefits. It further covers…

Learn best practices for building, hosting, and maintaining a secure repository on GitHub.

Units in this learning path:

• 1 Introduction
• 2 How to Maintain Secure Repository
• 3 Security Automation
• 3 Security Strategy Essentials
• 4 Knowledge Check
• 5 Summary

Products: Github, Azure

Roles: Devops Engineer, Administrator, Developer, Solution Architect

Level: Beginner

Subjects: Devops

Duration: 35 minutes

Maintain the performance, cost, and reliability of your Azure AI Search solutions.

Units in this learning path:

• Introduction
• Manage Security of Azure Cognitive Search Solution
• Optimize Performance of Azure Cognitive Search Solution
• Manage Costs of Azure Cognitive Search Solution
• Improve Reliability of Azure Cognitive Search Solution
• Monitor Azure Cognitive Search Solution
• Debug Search Issues Use Azure Portal
• Exercise Debug Search
• Knowledge Check
• Summary

Products: Azure, Azure Cognitive Search

Roles: AI Engineer, Developer, Solution Architect, Student

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 73 minutes

This module explores file system fragmentation and the tools that you can use to reduce fragmentation. Students will learn how Windows can compress files to take up less space on the hard disk.

Units in this learning path:

• Introduction
• Monitor Storage Usage
• Understand Disk Optimization
• Explore File Folder Compression
• Knowledge Check
• Summary

Products: Windows

Roles: Administrator

Level: Beginner

Subjects: Data Management, Device Management, Storage

Duration: 18 minutes

This learning path covers cmdlets that are commonly used for system administration tasks related to Active Directory, network configuration, server administration, and Windows 10 device administration.

Modules in this learning path:

• Manage Active Directory Domain Services Use Powershell Cmdlets
• Manage Network Service Settings for Windows Devices Use Powershell Cmdlets
• Manage Windows Server Settings Use Powershell Cmdlets
• Manage Settings for Local Windows Machine Use Powershell Cmdlets

Products: Azure, Entra Id, Azure Cloud Shell, Azure Powershell, Azure Virtual Machines, M365

Roles: Administrator

Level: Intermediate

Subjects: Architecture, Storage, Virtual Machine

Duration: 123 minutes

Students learn about the benefits of various Windows user profiles, how to manage them, and how to facilitate profile data synchronization across multiple devices.

Units in this learning path:

• Introduction
• Examine User Profile
• Explore User Profile Types
• Examine Options Minimizing User Profile Size
• Deploy Configure Folder Redirection
• Sync User State Enterprise State Roaming
• Configure Enterprise State Roaming Azure
• Knowledge Check
• Summary

Products: Windows, Configuration Manager, Intune

Roles: Administrator

Level: Intermediate

Subjects: Identity Access, Storage

Duration: 27 minutes