AI & ML Cloud Deployment For Beginners

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Eduonix Learning Solutions

5:30:11

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1. Course Introduction

1. Course Introduction.mp4

02:45

2. Machine Learning WorkLoad on Azure - 1

1. Section 1 Introduction.mp4

02:00

2. Introduction to Cloud Computing and Azure Cloud Platform.mp4

09:34

3. Introduction to Artificial Intelligence on Azure.mp4

06:46

4. Introduction to Automated Machine Learning in Microsoft Azure.mp4

03:33

5. Create Machine Learning Workspace on Azure.mp4

07:02

6. Create Compute Resources on Azure.mp4

09:17

7. Explore the Dataset on Azure.mp4

10:03

8. Train a Machine Learning Model.mp4

12:02

9. Deploy a model as a service.mp4

05:38

10. Summary.mp4

00:46

11. Quiz 1.html

3. Machine Learning WorkLoad on Azure - 2

1. Section Introduction.mp4

02:13

2. Explore the Dataset using Azure Machine Learning Designer.mp4

03:55

3. Data Transformation.mp4

04:49

4. Create and Run a Training Pipeline.mp4

03:30

5. Evaluate the Model.mp4

02:14

6. Create an Inference Pipeline.mp4

05:21

7. Deploy a Predictive Service.mp4

02:18

8. Test a Predictive Service.mp4

03:16

9. Summary.mp4

00:45

10. Quiz 2.html

4. Deep Learning WorkLoad on Azure

1. Section Introduction.mp4

01:26

2. What is Deep Learning.mp4

01:46

3. Optimizer and Learning Rate.mp4

01:21

4. Training a Deep Neural Network Model.mp4

03:01

5. Implementing Deep Neural Network.mp4

11:24

6. Convolutional Neural Networks.mp4

01:06

7. Train a Convolutional Neural Network Model.mp4

05:25

8. Transfer Learning.mp4

01:37

9. Implementation of Transfer Learning.mp4

04:13

10. Free the Resource.mp4

01:17

11. Summary.mp4

02:15

12. Quiz 3.html

5. Computer Vision

1. Section Introduction.mp4

01:31

2. Introduction to Computer vision.mp4

11:54

3. Application of Computer Vision.mp4

08:43

4. Image classification with Custom Vision - part 1.mp4

12:28

5. Image classification with Custom Vision - part 2.mp4

18:18

6. Object Detection with Custom Vision Service.mp4

11:14

7. Summary.mp4

00:40

8. Quiz 4.html

6. Image Analysis, Faces, OCR & form recognizer

1. Section Introduction.mp4

01:10

2. Analyze images with Computer Vision Service.mp4

18:30

3. Detect and analyze faces with the face service.mp4

10:41

4. Read text with Computer Vision Services.mp4

09:47

5. Analyze receipts Form Recognizer Service.mp4

09:55

6. Summary.mp4

01:46

7. Quiz 5.html

7. Natural Language Processing

1. Section Introduction.mp4

01:28

2. What is Natural Language Processing.mp4

02:31

3. Different Natural Language Processing workloads in Azure.mp4

01:29

4. Natural Processing Language Demo.mp4

01:29

5. Analyze Text with the Language Service.mp4

05:18

6. Text Analytics on Microsoft Azure.mp4

06:35

7. Recognize and Synthesize Speech.mp4

04:59

8. Implementing Recognize and Synthesize Speech.mp4

04:05

9. Summary.mp4

00:55

10. Quiz 6.html

8. Translate Text and Speech

1. Section Introduction.mp4

01:04

2. Introduction to Text to Speech Translation.mp4

01:12

3. Translate Text and Speech in Microsoft Azure.mp4

09:24

4. Conversational Language Understanding.mp4

03:14

5. Implementing Conversational Language Understanding.mp4

17:36

6. Summary.mp4

00:54

7. Quiz 7.html

9. Conversational AI

1. Section Introduction.mp4

01:11

2. Introduction to Conversational Artificial Intelligence.mp4

01:30

3. Language Service and Azure Bot Service.mp4

02:30

4. Implementing Chatbot in Azure.mp4

11:20

5. Free Up the Resources in Azure.mp4

01:34

6. Summary.mp4

00:38

7. Quiz 8.html

Description

Learn to build and scale your AI & ML solutions using Microsoft Azure

What You'll Learn?

Learn to build AI & ML solutions on the cloud
Learn to use ML services of Microsoft Azure
Learn to implement Deep learning models on cloud
Learn NLP and Image analysis on Azure

Who is this for?

Anyone who wants to deploy AI & ML solutions on cloud will find this course very useful

What You Need to Know?

Basic knowledge of machine learning models is required to complete this course

More details

Description
Want To Know How to deploy powerful ML solutions on the cloud?

This program is designed for the AI & ML professional who wants to excel in Deep learning, Computer vision, Data Mining, computer vision, Image processing, and more using cloud technologies. This program gives you in-depth knowledge on how to use Azure Machine Learning Designer using Microsoft Azure and build AI models. You can also learn the computer vision workloads and custom vision services using Microsoft Azure through this program. Learn essential to advanced topics like image analysis, face service, form recognizer, and optical character recognizer using Microsoft Azure.

So, get yourself ready to master the must-learn AI on Cloud Computing features.

Major Concepts That You'll Learn!
Machine Learning WorkLoad on Azure
Deep Learning WorkLoad on Azure
Computer Vision
Image Analysis, Faces, OCR & form recognizer
Natural Language Processing
Translate Text and Speech
Conversational AI

Why Should You Take This Course?
Deployment to public clouds is the next logical step after learning ML model development for most learners. This program has been created to provide complete training for people who wants to master complete AI deployment and management techniques on the cloud. This step-by-step program will help you build and deploy all your AI & Ml models onÂ Azure.

Perks Of Availing This Program!
Get Well-Structured Content
Learn From Industry Experts
Learn Trending Cloud Computing Tool & Technologies

So why are you waiting? make your move to become an AI Cloud specialist now.

See You In The Class!

Who this course is for:
Anyone who wants to deploy AI & ML solutions on cloud will find this course very useful

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