AI-900 (Azure AI Fundamentals) Training Course

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Maruchin Tech,Maruchin Tech

5:00:25

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1. Introduction

1. Introduction.html

2.1 Azure AI-900 udemy maruchintech 20240619.pdf

2. Course Material.html

2. Chapter 1 Microsoft Certification Exam and Preparation

1. 1.What is Azure.mp4

03:41

2. 2-1.Learning Principles.mp4

02:52

3. 2-2.Overviews of Microsoft Certification Exam.mp4

03:47

4. 3-1.Basics of Cloud Computing.mp4

02:39

5. 3-2.Key Features of Cloud Computing.mp4

06:01

6. 3-3.Categories of Cloud Computing.mp4

04:03

7. 4-1.Management level and hierarchy.mp4

04:32

8. 4-2.Region and Availability Zone.mp4

03:46

9. 4-3.Azure Resource Manager.mp4

06:42

10. 5.Creating an Azure Account.mp4

06:02

11. [HOL] Notification.mp4

01:03

3. 1.Fundamentals of Machine Learning

1. Fundamentals of Machine Learning.mp4

07:14

2. Flow of Machine Learning.mp4

05:23

3. Azure Machine Learning.mp4

01:41

4. [HOL] Azure Machine Learning - AutoML1.mp4

03:40

5. [HOL] Azure Machine Learning - AutoML2.mp4

16:02

6. Azure Machine Learning Notebooks.mp4

01:51

7. [HOL] 1.Basic Operations.mp4

02:54

8. [HOL] 2.Environment Setup.mp4

01:26

9. [HOL] 3.Confirmation of data.mp4

02:35

10. [HOL] 4.Data Transformation.mp4

03:37

11. [HOL] 5.Handling Missing Data.mp4

03:39

12. [HOL] 6.Aggregation.mp4

01:33

13. [HOL] 7.Visualization.mp4

02:41

14. (Ref) Libraries for Machine Learning.mp4

01:10

Files.zip

4. 2.Clustering

1. 1. What is Cluster Analysis.mp4

02:11

2. 2. What is Ward Method.mp4

04:26

3. 3. Ward Method Practice.mp4

03:36

4. [HOL] Ward Method.mp4

07:11

5. 4. Results of Ward Method.mp4

01:22

6. 5. What is K-Means Method.mp4

03:16

7. [HOL] K-Means Method.mp4

01:26

8. 6. Results of K-Means Medhod.mp4

01:15

Files.zip

5. 3.Logistic Regression

1. 1. What is Logistic Regression.mp4

04:48

2. 2. Hands-on for Logistic Regression.mp4

02:52

3. [HOL] Logistic Regression 1.mp4

06:02

4. 3. Results of HOL.mp4

02:40

5. [HOL] Logistic Regression 2.mp4

02:45

6. [HOL] Logistic Regression 3.mp4

02:44

7. 4. Confusion Matrix.mp4

05:09

Files.zip

6. 4.Support Vector Machines

1. 1. What is Support Vector Machines.mp4

03:02

2. 2. Hands-on for Support Vector Machines.mp4

04:24

3. [HOL] Support Vector Machines.mp4

03:56

4. 3. Results of HOL.mp4

00:38

Files.zip

7. 5.Ensemble Learning

1. 1. What is Ensemble Learning.mp4

03:59

2. 2. Hands-on for Ensemble Learning.mp4

04:28

3. [HOL] Ensemble Learning.mp4

08:49

4. 3. Results for Ensemble Learning.mp4

03:25

Files.zip

8. 6.Deep Learning

1. 1. What is Deep Learning.mp4

06:48

2. 2. Activation Function.mp4

01:53

3. 3. Loss Function.mp4

03:19

4. 4. Backpropagetion.mp4

03:36

5. 5. HOL What is Convolutional Neural Network.mp4

03:30

6. 6.HOL Libraries for Deep Learning.mp4

01:46

7. 7. HOL Dataset.mp4

03:18

8. 8. HOL Algorithmis for CNN.mp4

06:31

9. 9. HOL Comilation.mp4

01:37

10. 10. HOL Running the model.mp4

01:31

11. [HOL] Deep Learning.mp4

06:28

Files.zip

9. 7.Azures AI Services

1. Azures AI Services.mp4

02:13

10. (Ref) Azure Core Services

1. 1. Azure Monitor.mp4

06:15

2. 2-1. Azure Key Vault.mp4

05:38

3. 2-2. Microsoft Entra ID No.1.mp4

07:33

4. 2-2. Microsoft Entra ID No.2.mp4

10:56

5. 3-1. Azure Policy.mp4

03:51

6. 3-2. Roll-Based Accecc Policy.mp4

07:03

7. 3-3. Lock & Tag.mp4

03:53

8. 4. Azure Virtual Machine.mp4

09:48

9. 5. Network.mp4

03:02

10. 5-1. Virtual Network.mp4

03:51

11. 5-2. Firewalls.mp4

07:38

11. Chapter3 Practice Test

1. Preparation for Practice Test.mp4

00:46

2. Practice Test.html

12. Chapter4 Summary

1. Bonus Lecture.mp4

02:43

Description

Master AI and Machine Learning to excel in the AI-900 Exam

What You'll Learn?

Understand Azure core AI and Machine Learning services.
Implement and manage Azure solutions.
Fundamentals of AI, Machine Learning and Deep Learning.
AI Algorithm

Who is this for?

Designed for individuals aiming to get Microsoft Azure AI Fundamentals certification

What You Need to Know?

No prior Azure experience is required, making this course ideal for beginners interested in cloud services.

More details

Description
Course Agenda
1. Microsoft Certification Exam and Preparation
2. AI and Machine Learning
Fundamentals of AI
Clustering
Logistic Regression
Support Vector Machine
Ensemble Learning
Deep Learning
3. Practice Questions
4. Summary

Message from Instructor
Welcome to the AI-900 (Azure AI Fundamentals) Training Course! This comprehensive course is designed to equip you with all the knowledge and skills necessary to excel in the AI-900 exam and lay a strong foundation in Artificial Intelligence (AI) and Machine Learning (ML) on Microsoft Azure. Whether you are new to AI or looking to enhance your understanding of AI services on Azure, this course is tailored to meet your needs.

The AI-900 Training Course covers every aspect of the AI-900 exam, ensuring you are well-prepared for success. We delve into the core concepts of AI, Machine Learning, and Deep Learning, providing you with a solid theoretical understanding that extends beyond the exam. Our hands-on sessions will give you practical experience with Azure AI services, making complex topics accessible and engaging.

In addition to theoretical knowledge, this course includes extensive practice tests that simulate the AI-900 exam environment. These tests are designed to reinforce your learning and boost your confidence, ensuring you are exam-ready. By the end of this course, you will have a deep understanding of AI concepts, the ability to implement AI solutions using Azure services, and the skills to tackle real-world AI problems.

This course is ideal for anyone aiming to start a career in AI, data science professionals looking to validate their skills, or IT professionals seeking to expand their expertise in Azure AI services. Join us on this learning journey and take a significant step towards your AI career goals with the AI-900 (Azure AI Fundamentals) Training Course!

Maruchin Tech
Who this course is for:
Designed for individuals aiming to get Microsoft Azure AI Fundamentals certification

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Hello and nice to meet you, I'm Maruchin Tech.I am IT consultant in Tokyo, Japan.I have hands-on experience of cloud computing for major companies, software engineering, develop enterpirce applications and the architecture of cloud.I have also experience of instructing Cloud Computing and Programming (Python, Machine Learning) on Udemy and YouTube.東京都内でITコンサルタントをしております。自動車メーカーでSCM・物流実務を担当した後、ITコンサルタントとして主に製造・物流業向け案件、大規模アーキ、アプリケーション開発などに従事してきました。YouTube等で情報発信をしており、クラウドやプログラミングの解説動画を作成しております。

Maruchin Tech

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