A Program for Future Ready Talents
Future Ready Skills Program
10,000+
32%
40%
Closing the Skil s Gap with Microsoft Learn
4차산업혁명시대의 기업과 기관에서 필요로 하는 가장 최신 직무의 수행에 도움이 되는 핵심 기술을 가르치는 코스의 모음
Microsoft Learn Demo
동영상 강의와 퀴즈, 클라우드 기반의 실습 랩을 포함하고 있어 매우 재미있게 학습할 수 있는 온라인 강좌 (한글)
(1) Video
(2) Quiz
(3) Labs – Free fixed-time resources
Microsoft Learn
Learn what technology does or prepare for role-
based certification
Step-by-step, bite-sized tutorials
and engaging modules
Learning paths with interactive labs, sample
code, and free test drive products
From beginners to advanced learners
Microsoft Learn Overview
AI, Data Science, Cloud Infrastructure 및 AI Business School 등 각 기업에서 요구하는 Skil Set을 배울 수 있음
• Step-by-step, bite-sized tutorials by
product, skill level, and job role
• Hands-on learning with interactive
browser-based scripting
environments
• Role-based learning paths aligned
to certifications
• Immediate assessment via
knowledge quizzes
Learn Microsoft technologies
online for free in a bite-sized,
engaging, and interactive way
Other Content
Solution Architect (cert)
▪ Networking Infrastructure – 12 modules
▪ Storage Infrastructure – 7 module
designs
▪ Full certification roadmap defined (120
modules total)
Developer (cert)
▪ Complete proposals for all certification
modules (~60 modules total)
▪ Publish 25-30 modules
Data & AI (cert)
▪ Data Engineer 12 modules
▪ AI Engineer 8 modules
▪ Data Scientist 11 modules
Data & AI (marketing PMMs)
▪ Modern Data Warehouse 8 modules
▪ Data Science w/Databricks 5 modules
Fundamentals Cert (Feb 28) – 7 Modules
▪ What is Microsoft 365?
▪ Microsoft 365 core services and features
▪ Explore Windows as a service
▪ Collaborate in Microsoft 365
▪ Manage your Microsoft 365 subscription
▪ Security in Microsoft 365
▪ Reduce compliance risk in Microsoft 365
▪ <plus using existing modules>
All Certs (Q3/Q4) – 75 Modules
▪ Enterprise Admin (March)
▪ Modern Desktop (Q4)
▪ Security (Q4)
▪ Teamwork (Q4)
▪ Messaging (Q4)
Azure | Data & AI
Microsoft 365
Business Applications
▪ Dynamics 365 Functional Consultant
for Customer Engagement cert - 24
modules
▪ Customer Engagement
▪ Customer Service
▪ Marketing
▪ Field Service
▪ Sales
▪ Flow modules updated – 3 modules
Learning Paths in development
▪ Business Applications Fundamentals
cert (March 31st) - 5 modules
▪ Dynamics 365 Functional Consultant
for Finance and Operations (March
31st) - 88 modules total, 10 already
released
▪ Power BI – 12 modules
▪ PowerApps - 16 modules
▪
Worldwide Learning – 50 Modules
▪
ASP.NET Core (Q3) – 1 Module
▪
SQL Server (Q3) – 9 Modules
▪
Windows Dev (Q3/Q4) – 30 Modules
▪
Azure IoT (Q4) – 1 Module
▪
Xamarin (from XamU) – 20 modules
▪ AI Business School (WWL)
▪ Startup/Advocacy (DevRel)
▪ SAP on Azure (WWL + DevRel)
▪ Office Dev (Office)
▪ Cloud Advocate Scenarios
Microsoft Learn – 경로 살펴보기 (1)
1
.NET, Azure, Dynamics 365, Microsoft
365, Microsoft Graph, Office, Power
Platform, SQL Server, Visual Studio,
Windows
개발자, 관리자, 기능컨설턴트,
기술관리자, 데이터과학자, 데이터
엔지니어, 보안엔지니어,
비즈니스분석가, 솔루션 설계자..
초급, 중급, 고급
모듈, 학습경로
(학습경로는 복수개의 모듈로 구성됨)
Microsoft Learn – 경로 살펴보기 (1) 사례
제품
역할
수준
형식
제품
역할
수준
형식
Microsoft Learn – 경로 살펴보기 (2)
2
2
1
3
5
4
6
8
7
9
•
아래 9가지의 Role에 맞는 인증이 준비되어 있음
•
각각의 Role을 Click해보면 제품별로 다시 구분됨
•
예를 들어 (2) 관리자의 경우 Azure와 Microsoft 365 각 제품 (Teams, Security, Messaging 등) 중에서 원하는
제품을 선택하여 관리자 인증을 받기 위한 시험을 칠 수 있음. (3) 솔루션 설계자의 경우 Azure, Power
Apps+Dynamics 등으로 구분됨
•
구체적으로 가능한 제품별 인증 항목에 대해서는 다음 페이지 참조
Microsoft Certifications
Last updated: Feb 4, 2020
*exam in beta
Role-based
Technical skil s
required to
perform a job
Expert
(Apps and Infra)
(Data and AI)
Azure Solutions Architect
Azure DevOps
Engineer
Modern
Workplace
Microsoft 365 Enterprise
Administrator
Business Applications
Power Apps + Dynamics 365 Solution Architect*
Dynamics 365: Finance and Operations Apps Solution Architect*
Associate
Azure Administrator
Azure Developer
Azure Security
Engineer
Azure Data Scientist
Azure AI Engineer
Azure Data Engineer
Microsoft 365 Modern
Desktop Administrator
Microsoft 365 Teamwork
Administrator
Microsoft 365 Messaging
Administrator
Microsoft 365 Security
Administrator
Microsoft 365 Teams
Administrator
Microsoft 365 Developer*
Dynamics 365 Sales
Functional Consultant
Dynamics 365 Marketing
Functional Consultant
Dynamics 365 Customer
Service Functional Consultant
Dynamics 365 Field Service
Functional Consultant
Dynamics 365 Finance Functional Consultant
Dynamics 365 Supply Chain Management, Manufacturing
Functional Consultant
Dynamics 365 Supply Chain Management Functional Consultant
Power Apps + Dynamics 365 Developer*
Dynamics 365: Finance and Operations Apps Developer*
Fundamentals
Foundational
understanding
of technology
Azure Fundamentals
Microsoft 365
Fundamentals
Dynamics 365
Fundamentals*
Power Platform
Fundamentals*
Specialty
Deep technical skil s
managing industry solutions
Azure for SAP
Workloads*
Azure IoT
Developer*
Azure
1
1
1
1
2
2
7
2
2
2
2
2
3
3
3
4
5
6
8
9
9
9
9
9
9
9
✓
✓
Microsoft Certifications
•
예를 들어 Azure Administrator Associate 인증을 받기 위해서는 AZ-103 시험을 쳐야함 (복수 개의 시험을 쳐야
인정을 받을 수 있는 경우도 있음. Azure Data Engineer Associate은 DP-200, DP-201 필요)
•
Azure Administrator Associate 페이지: https://docs.microsoft.com/ko-kr/learn/certifications/azure-administrator
•
해당 페이지에서 AZ-103을 치기 위해서 알아야 하는 지식들을 배울 수 있는 Microsoft Learn의 학습경로를
확인할 수 있음
•
AZ-103 시험을 치기 위해서는 11개 학습경로를 수강하여야 하며, 각 학습경로는 복수 개의 모듈로 구성됨
(“Azure에서 인프라 리소스 관리” 학습경로는 “Azure Virtual Machines 소개” 모듈을 포함하여 12개의 모듈로
구성됨. 아래 그림 참조)
Microsoft Certifications – AI-100
Microsoft Certified: Azure AI Engineer Associate
•
AI-100 시험에 합격하면 Azure AI Engineer Associate 인증을 받게 됨
•
아래는 AI-100 시험을 치기 위해서 수강해야 할 Microsoft Learn의 학습 경로이며,
•
선수학습으로는 기본적인 Python 개념을 이해하기 위해 왼쪽의 2가지 학습 경로를 추천함
추천 선수 학습경로
Learning path for Azure AI Engineer
Azure AI Engineers use Cognitive Services, Machine Learning, and Knowledge Mining
to architect and implement Microsoft AI solutions involving natural language
processing, speech, computer vision, bots, and agents.
g
Designing and Implementing an Azure AI Solution
Cl
as
sr
oom
Designing and Implementing an
Azure AI Solution
Become a Microsoft
Certified Professional
Certification helps establish your
credentials with current and future
employers.
Pass certification exam AI-100
to become a Microsoft Certified:
Azure AI Engineer Associate.
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Free digital skilling:
Assess your skills at Pluralsight:
Find a Learning
aka.ms/LearningPartner
Microsoft Certification:
Azure fundamentals
8hr 59min - 11 Modules
1. Principles of cloud computing
2. Azure architecture and service
4. Manage services with the Azure
8. Security, responsibility and trust in
9. Apply and monitor infrastructure
10. Control and organize Azure resources
11. Predict costs and optimize spending
for Azure
Experiment with Microsoft Azure
Machine Learning Studio
1hr 6min - 2 Modules
1. Create an Azure Machine Learning Studio Account
2. Create an Experiment in Azure Machine Learning
Process and translate speech with
Azure Cognitive Speech Services
1hr 34min - 2 Modules
1. Translate speech in real time with Azure Cognitive
2. Recognize specific voices with the Speaker
Recognition APIs in Azure Cognitive Services
Process and classify images with the
Azure Cognitive Vision Services
2hr 45min - 4 Modules
1. Identify faces and expressions by using the Computer
Vision_API in Azure Cognitive Services
2. Process images with the Computer Vision service
3. Classify images with the Microsoft Custom Vision Service
4. Evaluate the requirements for implementing the Custom
Evaluate text with Azure Cognitive
Language Services
2hr 13min - 3 Modules
1. Classify and moderate text with Azure Content Moderator
2. Add conversational intel igence to your apps by
using Language Understanding Intel igent Service (LUIS)
3. Discover sentiment in text with the Text
the Azure Bot Service
2hr 38min - 2 Modules
1. Build an FAQ chatbot with QnA Maker and
2. Build a chat bot with the Azure Bot Service
Publication date: September 2019
Additional AI content*
1. Microsoft Azure Artificial
Intel igence (AI) strategy and solutions
Information subject to change. For the latest information, visit Microsoft.com/certification.
*Add these skil s for greater success in your role (not measured on exam)
Learning path for Azure Data Scientist
Azure Data Scientists apply Azure’s machine learning techniques to train, evaluate,
and deploy models that solve business problems.
aka.ms/AzureDataScienceLearn
Designing and Implementing a Data Science Solution on Azure
DP-100T01
C
la
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ro
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Designing and Implementing a
Data Science Solution on Azure
Become a Microsoft
Certified Professional
Certification helps establish your
credentials with current and future
employers.
Pass certification exam DP-100
to become a Microsoft Certified:
Azure Data Scientist Associate.
Digi
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Training options help you learn new skil s that may better prepare you for your career and lay the foundation for success on our certification exams. Information subject to change. For the latest information, visit aka.ms/learn.
Free digital skilling:
Microsoft.com/Learn
Assess your skills at Pluralsight:
pluralsight.com/partners/
microsoft/azure
Find a Learning
Partner:
aka.ms/LearningPartner
Microsoft Certification:
aka.ms/RoleBasedCert
Azure fundamentals
9H 35M - 12 Modules
1. Principles of cloud computing
2. Introduction to Azure
3. Azure architecture and service guarantees
4. Create an Azure account
5. Manage services with Azure portal
6. Azure compute options
7. Azure data storage options
8. Azure networking options
9. Security, responsibility and trust in Azure
10. Apply and monitor infrastructure standards
with Azure Policy
11. Control and organize Azure resources with
Azure Resource Manager
12. Predict costs and optimize spending for
Azure
Publication date: July 2019
science services in Azure
1H 40M - 2 Modules
1. Introduction to Data Science in Azure
2. Choose the Data Science service in Azure
you need
Machine Learning service
3H 17M - 4 Modules
1. Introduction to Azure Machine Learning service
2. Train a local ML model with Azure Machine
Learning service
3. Automate the ML model selection with Azure
Machine Learning service
4. Register and deploy ML models with Azure
Machine Learning service
Science Virtual Machine
1H 43M - 3 Modules
1. Introduction to the Azure Data Science
Virtual Machine
2. Explore the types of Azure Data Science
Virtual Machines
3. Provision and use an Azure Data Science
Virtual Machine
Azure Databricks
7H 49M - 9 Modules
1. Introduction to Azure Databricks
2. Access SQL Data Warehouse instances with
Azure Databricks
3. Data ingestion with Azure data factory
4. Read and write data using Azure Databricks
5. Perform basic data transformations in Azure
Databricks
6. Perform advanced data transformation in
Azure Databricks
7. Create data pipelines using Databricks Delta
8. Work with streaming data in Azure Databricks
9. Create data visualizations by using Azure
Databricks and Power BI
Extract knowledge and insights from
your data with Azure Databricks
4H 21M - 6 Modules
1. Introduction to Azure Databricks
2. Read and write data by using Azure Databricks
3. Perform exploratory data analysis with Azure Databricks
4. Train, evaluate, and select machine-learning models with
Azure Databricks
5. Deep learning with Azure Databricks
6. Perform text analytics with Azure Databricks
Microsoft Confidential - Internal Only
Learning path for Azure Data Engineer
Azure Data Engineers design and implement the management, monitoring, security, and privacy
of data using the full stack of Azure data services to satisfy business needs.
Training options help you learn new skil s that may better prepare you for your career and lay the foundation for success on our certification exams. Information subject to change. For the latest information, visit aka.ms/learn.
Cla
ss
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o
m
Cla
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o
m
Implementing an Azure
Data Solution
Become a Microsoft
Certified
Professional
Certification helps establish your
credentials with current and
future employers.
Pass certification exams DP-200 and
DP-201 to become a Microsoft
Certified: Azure Data Engineer
Associate.
Designing an Azure Data
Solution
Digi
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Azure fundamentals
9H 35M - 12 Modules
1.
2.
3.
Azure architecture and service guarantees
4.
5.
Manage services with Azure portal
6.
7.
8.
9. Security, responsibility and trust in Azure
10. Apply and monitor infrastructure
11. Control and organize Azure resources
12. Predict costs and optimize spending for Azure
Azure for the Data Engineer
1H 51M - 3 Modules
1. Understand the evolving world of data
2. Survey the services in the Azure Data Platform
3. Identify the tasks of a data engineer in a cloud-
hosted architecture
Store data in Azure
3H 50M - 5 Modules
1. Choose a data storage approach in Azure
2. Create an Azure Storage account
3. Connect an app to Azure Storage
4. Secure your Azure Storage account
5. Store application data with Azure Blob storage
in Azure Cosmos DB
5H 55M - 8 Modules
1. Create an Azure Cosmos DB database
2. Choose the appropriate API for Azure
3. Insert and query data in your Azure
Cosmos DB Database
4. Store and access graph data in Azure
5. Store and access NoSQL Data with Azure
6. Build a .NET Core app for Azure Cosmos
7. Optimize the performance of Azure
Cosmos DB by using partitioning and
8. Distribute your data globally with Azure
data in Azure
3H 20M - 4 Modules
1.
Provision an Azure SQL database to store
2.
3.
Scale multiple Azure SQL Databases with
4.
Secure your Azure SQL Database
Processing with ADLS G2
2H 5M - 3 Modules
1. Introduction to Azure Data Lake Storage
2. Upload data to Azure Data Lake Storage
3. Secure your Azure Storage Account
Analytics
1H 14M - 2 Modules
1. Work with data streams using Azure Stream
Analytics
2. Transform data with Azure Stream Analytics
SQL Data Warehouse
3H 21M - 4 Modules
1. Design a data warehouse with Azure SQL
2. Query data in Azure SQL Data Warehouse
3. Import data into Azure SQL Data Warehouse
with Azure Databricks
7H 49M - 9 Modules
1. Introduction to Azure Databricks
2. Access SQL Data Warehouse instances with
3. Data ingestion with Azure data factory
4. Read and write data using Azure Databricks
5. Perform basic data transformations in Azure
Databricks
6. Perform advanced data transformation in
7. Create data pipelines using Databricks Delta
8. Work with streaming data in Azure Databricks
9. Create data visualizations using Azure
with Azure Databricks
4H 21M - 6 Modules
1. Introduction to Azure Databricks
2. Read and write data by using Azure Databricks
3. Perform exploratory data analysis with
4. Train, evaluate, and select machine-learning
models with Azure Databricks
5. Deep learning with Azure Databricks
6. Perform text analytics with Azure Databricks
Free digital skilling:
Assess your skills at Pluralsight:
Find a Learning Partner:
Microsoft Certification:
Publication date: July 2019
Implementing an Azure Data Solution
Solution Appendix
Microsoft Learn
Microsoft Learn provides self-paced, digital learning resources as a means to prepare for
in-demand jobs, re-skill, up-skill and prepare for role-based certifications. The learning
resource provides step-by-step, bite-sized tutorials and engaging modules that are
available online and support technology proficiency from beginners to advanced learners.
The learning paths have interactive labs, sample code and free product test-drives.
Students and educators can access Microsoft technology-specific skills resources via
Microsoft Learn at any time, with recommended learning pathways to help them move
through the rolebased educational journeys.
Learn more at: aka.ms/learn
Microsoft Imagine Academy
Microsoft Imagine Academy (MSIA) provides students and educators with industry-aligned
curriculum and certifications to build competencies and validate skills for high-demand
technologies. Students gain valuable skills for college and careers that wil help them
succeed in a tech-driven economy. Microsoft Imagine Academy offers educator guides,
lesson plans, and student materials all contained in an easy-to-access OneNote pack. The
curriculum also helps educators skill up on teaching new technologies, like Cloud, Data,
and AI, in addition to Microsoft’s Office 365 suite. Much of the curriculum has also been
mapped to some of the most popular education standards to help educators easily
understand applicability and inclusion into their existing coursework. MSIA is available
through Microsoft’s academic volume licensing.
Learn more at: aka.ms/imagineacademy
Microsoft Fundamental and Role-Based Certifications
Microsoft certifications help validate knowledge and ability required to perform current
and future industry job-roles in a modern digital environment. Microsoft has developed
entry-level Fundamental Certifications along with Role-Based Certifications to support
students in getting certified for the technical skills needed to be successful across a variety
of careers. These exams are regularly updated to reflect the pace of change and set the
path for continuous learning opportunities once certified.
Learn more at: aka.ms/learncert
Azure for Students
Students today are eager to get hands-on with technology and build for the future. With
Azure for Students, eligible students aged 18 and over (16 in the United States) can start
building apps, explore AI, and make the most of big data with access to more than 25 free
Azure services plus $100 in Azure credit, renewable annually without the need for a credit
card. Learn more at: aka.ms/azureforstudents
Azure Dev Tools for Teaching
Azure Dev Tools for Teaching is a subscription-based program which provides access to
tools commonly used in STEM programs, including professional developer and designer
tools available to both faculty members and students. In addition to these tools, users also
have access to beta releases, new releases, and technical support. Azure Dev Tools for
Teaching is available to institutions via volume license agreements or directly online.
Learn more at: aka.ms/adt4t
Azure Lab Services
Azure Lab Services is a tool to easily enable educators to set up and provide on-demand
access to preconfigured virtual machines (VMs) to support classroom scenarios in Higher
Education. Through these Virtual Classrooms they can teach a class, train professionals, run
a hackathon or a hands-on lab, and more.
Learn more at: aka.ms/azlabs
