Machine Learning & BIG Data Analytics: Microsoft AZURE
Created by Pranjal Srivastava, Last Updated 08-Jun-2020, Language:English
Machine Learning & BIG Data Analytics: Microsoft AZURE
HDInsight | Spark | Jupyter | Zappelin | Stream Analytics | Lake Analytics | DataBricks | ChatBot | QnAMaker | LUIS | Facebookbot | Translate
Created by Pranjal Srivastava, Last Updated 08-Jun-2020, Language:English
What Will I Get ?
- 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
- Custom Vision
- Translate
- Simple chatbot integrate in HTML websites
- In this course we would explore various Big Data Analytics services available on Microsoft Azure cloud.
- We would learn HDInsight, Apache Spark, Jupyter, Zappelin, Stream Analytics.
Requirements
- You should have a Facebook business page
- You should have Microsoft Azure account
- A basic understanding of Data Analytics concepts would be more than sufficient, however it is not required to begin with this course.
- Basic knowledge of web development
- Minimal level of Azure Services
Description
This course is all about learning various cloud Analytics and Machine Learning options available on Microsoft AZURE cloud platform. We will explore following Data Analytics services-
HDInsight, Apache Spark, Jupyter, Zappelin, and Stream Analytics.
We would be creating resources for Stream Analytics, Spark, HDInsight exploring options. We would be learning all the Analytics services with some use cases.
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
ALL THE BEST !!
Course Content
-
Azure Chatbot
2 Lectures 00:06:39-
Overview
Preview00:01:18 -
Introduction
Preview00:05:21
-
-
Let's starts with by creating simple chatbot
1 Lectures 00:05:21-
Simple Bot: Test in Web chat
Preview00:05:21
-
-
WebChat bot
2 Lectures 00:05:30-
WebChat bot :Get Embeded Code
00:01:42 -
WebChat bot : Deploy chatbot
00:03:48
-
-
Facebook Chatbot
5 Lectures 00:29:20-
Facebook Chatbot : Create Facebook App for FB Business page
Preview00:09:58 -
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
-
-
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
-
-
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
-
-
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
-
-
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
-
-
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
-
-
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
-
-
Translate
2 Lectures 00:11:57-
Translate: Creating Service
00:02:33 -
Translate: Deploy
00:09:24
-
-
Big Data Analytics- HDInsight
6 Lectures 00:45:07-
Data Analytics
Preview00:08:20 -
HDInsight 1- Intro
00:05:00 -
HDInsight 2- Advanced
00:12:11 -
HDInsight 3- Spark
00:03:36 -
HDInsight 4- Jupyter
00:06:39 -
HDInsight 5- Zappelin
00:09:21
-
-
Stream Analysis
6 Lectures 00:26:01-
Stream Analytics Part-1
00:05:22 -
Stream Analysis Part-2
00:07:58 -
Stream Analytics Part-3
00:02:07 -
Stream Analytics Part-4
00:08:44 -
Stream Analytics Part-5
00:01:14 -
Stream Analytics Part-6
00:00:36
-

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