Machine Learning and Blockchain: Microsoft AZURE
Created by Pranjal Srivastava, Last Updated 30-May-2020, Language:English
Machine Learning and Blockchain: Microsoft AZURE
ChatBot | QnAMaker | LUIS | Facebookbot | Translate | Blockchain Workbench
Created by Pranjal Srivastava, Last Updated 30-May-2020, Language:English
What Will I Get ?
- Learn the concepts of Blockchain
- Learn to build smart contracts
- Bitcoin: A cryptocurrency
- Learn Azure Active Directory
- Learn to use different types of cloud computing services
- Echo Bot
- Facebook Chat bot
- Question and Answer Maker
- LUIS(Language Understanding)
- Text Analytics
- Content Moderator
- Custom Vision
- Translate
Requirements
- No prerequisites, but if you have basic idea of blockchain technology then it would be helpful.
- You need to have a Microsoft Azure Account in order to use its services like blockchain workbench. You can create free account.
- You should have a Facebook business page
Description
This course is all about learning various Machine Learning and Blockchain Workbench on Microsoft AZURE cloud platform.
Machine learning and cloud computing are trending domains and also have lot of job opportunities, if you have interest in machine learning as well as cloud computing then this course for you. This course will let you use your machine learning skills deploy in cloud. There are various cloud platform but only few are popular like Azure, AWS, IBM Bluemix and GCP.
Microsoft Azure a cloud platform where we will going to deploy machine learning skills.
You will be learning following topics of Machine Learning on Azure.
Simple chatbot integrate in HTML websites
Echo Bot
Facebook Chat bot
Question and Answer Maker
LUIS(Language Understanding)
Text Analytics
Detecting Language
Analyze image and video
Recognition handwritten from text
Generate Thumbnail
Content Moderator
Translate and many more things
Blockchain is interesting because it brings together economics (movement of value), philosophy (concepts of trust and roots in libertarian thinking) and advanced technology (cryptography and distributed ledger technology). Within each, the research sub-topics as they apply to blockchain are endless. Looking in to smart contracts is interesting because they form the basis for many of the proposed real world applications of blockchain e.g. blockchain voting systems.
In the later sections, we are going to learn concepts of blockchain, cryptography and smart contract. Also clear the confusion that blockchain and bitcoin are not same things
We will be using azure Blockchain Workbench where you can create your own smart contract, roles and do transaction
There will be four roles Owner,Appraiser,Buyer and Inspector in our project.
Learn how to create blockchain applications and enter into the world of INTERNET 2.0
ALL THE BEST !!
Course Content
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Azure Chatbot
2 Lectures 00:06:39-
Overview
Preview00:01:18 -
Introduction
Preview00:05:21
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Let's starts with by creating simple chatbot
1 Lectures 00:05:21-
Simple Bot: Test in Web chat
Preview00:05:21
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WebChat bot
2 Lectures 00:05:30-
WebChat bot Get Embeded Code
Preview00:01:42 -
WebChat bot : Deploy chatbot
00:03:48
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Facebook Chatbot
5 Lectures 00:29:20-
Facebook Chatbot : Create Facebook App for FB Business page
00:09:58 -
Facebook Chatbot : Gather Credentials
00:06:21 -
Facebook Chatbot : Connect bot services with Facebook App
00:02:57 -
Facebook Chatbot : Deploy
00:03:05 -
Facebook Chatbot : Deleting resources
00:06:59
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QnA Chatbot
3 Lectures 00:14:18-
QnA : Creating QnA Maker services
00:04:21 -
QnA : Knowledge Base
00:05:16 -
QnA : Deploy
00:04:41
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LUIS bot
4 Lectures 00:24:35-
LUIS : Creating and testing LUIS app
00:06:24 -
LUIS : Publish LUIS app
00:03:47 -
LUIS : Adding some modification to LUIS app
00:02:42 -
LUIS : Sentiment Analysis using LUIS App
00:11:42
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Custom Vision
4 Lectures 00:12:04-
Custom Vision : Create project
00:03:55 -
Custom Vision : Upload Image and add tags
00:04:05 -
Custom Vision : Train model and predict unlabeled image
00:03:10 -
Custom Vision : Delete Resource
00:00:54
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Computer Vision
2 Lectures 00:14:37-
Computer Vision : Create Service
00:10:20 -
Computer Vision : Analyze image , text in image and generate thumbnail
00:04:17
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Content Moderator
4 Lectures 00:18:05-
Content Moderator:Text Moderation
00:08:11 -
Content Moderator:Image and Video Moderation
00:05:37 -
Content Moderator: Explore Dashboard
00:01:03 -
Content Moderator : Create Instance
00:03:14
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Text Analytics
5 Lectures 00:19:16-
Text Analytics :Create Service
00:02:36 -
Text Analytics :Language Detection
00:05:16 -
Text Analytics :Sentiment Analysis
00:04:33 -
Text Analytics :Key Phrase Extraction
00:02:54 -
Text Analytics :Entity Recognition
00:03:57
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Translate
2 Lectures 00:11:57-
Translate :Creating Service
00:02:33 -
Translate :Deploy
00:09:24
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Introduction
1 Lectures 00:13:34-
Introduction to Blockchain, Bitcoin and Smart Contracts
00:13:34
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Azure Blockchain Workbench
4 Lectures 00:17:06-
Create azure Blockchain workbench
00:07:37 -
Setup Azure Blockchain Workbench
00:04:32 -
Attach Azure Blockchain Workbench with AAD
00:03:25 -
Azure Blockchain Workbench dashboard
00:01:32
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More on Blockchain Workbench
4 Lectures 00:16:41-
Writing helloblockchain smart contract scripts(js+sol)
00:04:44 -
Creating blockchain application
00:01:52 -
Adding users and creating asset transfer smart contract
00:06:57 -
Create and terminate contract and delete workbench application
00:03:08
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Pranjal Srivastava
SME of AWS & IBM Cloud
I am passionate developer, machine learning enthusiast, coder and bug fixer. Developed many applications on various platforms including python, java, android, php, etc.
I have worked over cloud on IBM Bluemix, AWS, and Microsoft Azure. Prefer digital marketing and SEO in my free time.
I am IBM certified Python developer.
Created own Programming language in Hindi .
#ILoveIndia
#LoveOpenSource #SmartProgrammer