Discover MicrosoftLearning/Data-Science-Essentials Open Source project

1

AZ-104-MicrosoftAzureAdministrator

AZ-104 Microsoft Azure Administrator

PowerShell

3,408

2

AZ-204-DevelopingSolutionsforMicrosoftAzure

AZ-204: Developing solutions for Microsoft Azure

C#

2,242

3

AZ500-AzureSecurityTechnologies

Microsoft Azure Security Technologies

Bicep

835

4

AI-102-AIEngineer

Lab files for AI-102 - AI Engineer

C#

714

5

mslearn-dp100

Lab files for Azure Machine Learning exercises

Jupyter Notebook

614

6

DP100

Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure

Jupyter Notebook

614

7

AZ400-DesigningandImplementingMicrosoftDevOpsSolutions

AZ-400 Course Repository for Labs and Demos.

537

8

AZ-303-Microsoft-Azure-Architect-Technologies

PowerShell

475

9

mslearn-ai900

Lab files for AI-900: Azure AI Fundamentals

Jupyter Notebook

451

10

DP-203-Data-Engineer

440

11

PL-300-Microsoft-Power-BI-Data-Analyst

PowerShell

422

12

DA-100-Analyzing-Data-with-Power-BI

TSQL

375

13

AZ-304-Microsoft-Azure-Architect-Design

Dockerfile

358

14

dp-203-azure-data-engineer

Exercise files for Microsoft Data Engineer curriculum

PowerShell

351

15

Principles-of-Machine-Learning-Python

Principles of Machine Learning Python

Jupyter Notebook

348

16

Lab-Demo-Recordings

Recordings and Demos of Labs

324

17

AI-900-AIFundamentals

Includes labs for AI Fundamentals.

PowerShell

319

18

DP-900T00A-Azure-Data-Fundamentals

DP-900 ILT lab instructions

Jupyter Notebook

276

19

SC-200T00A-Microsoft-Security-Operations-Analyst

PowerShell

275

20

PL-900-Microsoft-Power-Platform-Fundamentals

PL-900 Microsoft Power Platform Fundamentals

255

21

AZ-700-Designing-and-Implementing-Microsoft-Azure-Networking-Solutions

Bicep

211

22

mslearn-openai

C#

210

23

AZ-305-DesigningMicrosoftAzureInfrastructureSolutions

AZ-305: Designing Microsoft Azure Infrastructure Solutions

201

24

MS-500-Microsoft-365-Security

MS-500 Microsoft 365 Security Administrator courses

201

25

SC-300-Identity-and-Access-Administrator

PowerShell

197

26

DP-203T00-Data-Engineering-on-Microsoft-Azure

C#

183

27

mslearn-azure-ml

Jupyter Notebook

174

28

mslearn-fabric

This repository hosts content related to Microsoft Fabric content on Microsoft Learn.

Jupyter Notebook

170

29

PL-400_Microsoft-Power-Platform-Developer

C#

163

30

PL-200-Power-Platform-Functional-Consultant

PL-200 Power Platform Functional Consultant

PowerShell

142

31

EntityFramework

Entity Framework and MVC MVA

C#

140

32

PL-100-Microsoft-Power-Platform-App-Maker

139

33

DP-300T00-Administering-Relational-Databases-on-Azure

TSQL

137

34

WebAPIDesign

Web API Design MVA

C#

134

35

eShopOnWeb

Repository maintained by AZ-400 course and Learn content community. Project used for AZ-400 Labs. Forked from: https://github.com/dotnet-architecture/eShopOnWeb Sample - ASP.NET Core 8.0 reference application, powered by Microsoft, demonstrating a layered application architecture with monolithic deployment model.

C#

128

36

MS-700-Managing-Microsoft-Teams

124

37

MVAAngular

Slides and demos from AngularJS MVA

HTML

124

38

AZ-100-MicrosoftAzureInfrastructureDeployment

121

39

Research-Methods-for-Data-Science-with-Python

Research Methods for Data Science with Python

Jupyter Notebook

120

40

mslearn-ai-fundamentals

Azure AI Fundamentals exercises

111

41

AZ-140-Configuring-and-Operating-Microsoft-Azure-Virtual-Desktop

109

42

SC-900-Microsoft-Security-Compliance-and-Identity-Fundamentals

98

43

Programming-in-R-for-Data-Science

R

97

44

Introduction-to-Data-Analysis-using-Excel

89

45

Deep-Learning-Explained

This repository contains the lab files for Microsoft course DAT236x: Deep Learning Explained

Jupyter Notebook

89

46

dp-420-cosmos-db-dev

DP-420: Designing and Implementing Cloud-Native Applications Using Microsoft Azure Cosmos DB

C#

80

47

SC-100-Microsoft-Cybersecurity-Architect

76

48

Speech-Recognition

Hosted files for DEV287x-Speech Recognition Systems

Roff

74

49

Principles-of-Machine-Learning-R

Principles of Machine Learning R

Jupyter Notebook

73

50

Data-Analysis-for-Absolute-Beginners

First course of the Data Analysis Professional Program, Data Analysis: A Practical Approach for Absolute Beginners

66

51

DP-500-Azure-Data-Analyst

Lab files for DP-500

TSQL

66

52

AZ-101-MicrosoftAzureIntegrationandSecurity

PowerShell

64

53

AZ-120-Planning-and-Administering-Microsoft-Azure-for-SAP-Workloads

Labs for AZ-120 Planning and administering Microsoft Azure for SAP workloads

64

54

Implementing-ETL

57

55

Reinforcement-Learning-Explained

This repository contains the lab files for Microsoft course DAT257x: Reinforcement Learning Explained

Jupyter Notebook

54

56

MS-600-Building-Applications-and-Solutions-with-Microsoft-365-Core-Services

C#

51

57

Essential-Math-R

Jupyter Notebook

50

58

Django

Repository for the Django MVA

Python

46

59

MCT-User-Guide

GitHub User Guide for MCTs

45

60

Processing-Big-Data-with-Hadoop-in-Azure-HDInsight

Shared files for Processing Big Data with Hadoop in Azure HDInsight course

44

61

AZ-040T00-Automating-Administration-with-PowerShell

44

62

INF99X-SampleCourse

INF99X: Sample Course (Sample Repository)

44

63

MB-800-Business-Central-Functional-Consultant

43

64

Essential-Math

Lab files for Essential Math course

Jupyter Notebook

43

65

databricks-intro

An introduction to analyzing data using Spark in Azure Databricks

43

66

PL-600-Microsoft-Power-Platform-Solution-Architect

42

67

PythonSqlFlask

Code demos and slides for SQL, Python, Flask MVA

Python

41

68

AZ-900T0xES-MicrosoftAzureFundamentals

AZ-900T00 y AZ-900T01: Fundamentos de Microsoft Azure

40

69

Essential-Math-for-Data-Analysis

Learn the essentials of math for data analysis using Excel Online - Part of the Data Analyst Microsoft Professional Program

40

70

mslearn-ai-language

Lab files for Azure AI Language modules

C#

40

71

AZ-104JA-MicrosoftAzureAdministrator

AZ-104: Microsoft Azure 管理者

PowerShell

39

72

AZ-800-Administering-Windows-Server-Hybrid-Core-Infrastructure

AZ-800

PowerShell

39

73

SC-400T00A-Microsoft-Information-Protection-Administrator

37

74

edX-DEV212x-Intro-to-DevOps

The repository for the edX course: Introduction to DevOps.

JavaScript

35

75

MS-203T00-Microsoft-365-Messaging

34

76

dp-300-database-administrator

Repository for lab exercises and instructions for Microsoft DP-300 learning content

TSQL

34

77

mslearn-ai-services

Lab files for Azure AI Services modules

C#

32

78

Introduction-to-Data-Science

Course files for DAT101x: Introduction to Data Science

32

79

WS-011-Windows-Server-2019-Administration

31

80

mslearn-ai-vision

Lab files for Azure AI Vision modules

C#

31

81

dp-080-Transact-SQL

TSQL

30

82

JavaScript-Experienced-Developers

A repository for the MVA course on JavaScript for experienced developers.

JavaScript

30

83

Data-Science-Orientation

29

84

databricks-ml

Machine Learning with Azure Databricks

28

85

AZ-104ZH-MicrosoftAzureAdministrator

AZ-104：Microsoft Azure 管理员

PowerShell

28

86

Research-Methods-for-Data-Science-with-R

Research Methods for Data Science with R

Jupyter Notebook

27

87

mslearn-databricks

PowerShell

26

88

MB-820-Business-Central-Developer-Certification

AL

26

89

mslearn-ai-document-intelligence

Lab files for Azure AI Document Intelligence modules

Python

25

90

ReactJS

25

91

PL-500T00-Microsoft-Power-Automate-RPA-Developer

25

92

MB-230-Dynamics365forCustomerService

MB-230 Dynamics 365 Customer Service

23

93

MB-220-Dynamics365forMarketing

MB-220 Dynamics 365 Marketing

21

94

MVA-42339-PowerShell-for-SQL-Data-Professionals

Scripts and demo files for MVA course.

PowerShell

21

95

mslearn-ai-studio

Practical exercises for Azure AI Studio training

21

96

MS-720-Microsoft-Teams-Voice-Engineer

20

97

MB-910T00A-Microsoft-Dynamics-365-Fundamentals-Customer-Engagement-Apps

MB-910: Microsoft Dynamics 365 Fundamentals (CRM)

20

98

advanced-gen-ai

Shell

19

99

mslearn-knowledge-mining

Lab files for Azure AI Knowledge Mining modules

C#

19

100

WS-013T00-Azure-Stack-HCI

Create git repo

PowerShell

18

MicrosoftLearning/Data-Science-Essentials

MicrosoftLearning

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