Machine Learning & BIG Data Analytics with Microsoft AZURE
HDInsight | Spark | Jupyter | Zappelin | Stream Analytics | Lake Analytics | DataBricks | ChatBot | QnAMaker | LUIS | Facebookbot | Translate
Development,Machine Learning,Azure
Lectures -47
Duration -3.5 hours
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Course 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 !!
Goals
- 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.
Prerequisites
- 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
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Curriculum
Check out the detailed breakdown of what’s inside the course
Azure Chatbot
2 Lectures
-
Overview 01:18 01:18
-
Introduction 05:21 05:21
Let's starts with by creating simple chatbot
1 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
WebChat bot
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Facebook Chatbot
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
QnA Chatbot
3 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
LUIS bot
4 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Custom Vision
4 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Computer Vision
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Content Moderator
4 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Text Analytics
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Translate
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Big Data Analytics- HDInsight
6 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Stream Analysis
6 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Instructor Details
![Pranjal Srivastava](https://www.tutorialspoint.com/assets/profiles/137804/profile/200_175574-1578059958.jpg)
Pranjal Srivastava
I am an Instructor, Devops engineer, machine learning enthusiast, cloud expert and passionate developer.
I have authored 78 courses with over 115,000 students worldwide across 175+ countries on wide array of technologies like devops, containerization, machine learning, Linux, programming languages and cloud computing platforms like Microsoft Azure, Amazon Web Service and IBM Cloud.
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