Machine Learning with Watson and Azure
3.5 (6 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
4,450 students enrolled

Machine Learning with Watson and Azure

Explore various cloud services related to ML
3.5 (6 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
4,450 students enrolled
Last updated 3/2020
English
English [Auto]
Current price: $15.99 Original price: $24.99 Discount: 36% off
8 hours left at this price!
30-Day Money-Back Guarantee
This course includes
  • 5 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
Training 5 or more people?

Get your team access to 4,000+ top Udemy courses anytime, anywhere.

Try Udemy for Business
What you'll learn
  • Cognitive Computing and how Watson changes the game
  • On completion of this course you would be able to develop and deploy your applications over IBM Cloud- Bluemix. and having command over the Watson services and tools available.
  • Using Watson Visual Recognition to tag and classify visual content using machine learning
  • Capabilities of the Watson API and how to choose the best features for your task
  • Using Watson Assistant to build an AI assistant(ChatBot)
  • Using Watson Watson Discovery to unlock hidden values to find answers , monitor trends and surface patterns
  • Using Watson Natural Language Understanding for advanced text analysis
  • Using Watson Knowledge Studio to discover meaningful insights in unstructured text.
  • Using Watson Speech to Text to easily convert audio and voice into written text
  • Using Watson Text to Speech to convert text into natural-surrounding audio
  • Using Watson Language Translator to translate from one language to another
  • Using Watson Natural Language Classifier to interpret and classify natural language with confidence
  • Using Watson Personality Insights to predict personality characteristics through text
  • Using Watson Tone Analyzer to understand emotions and communications style in text
  • Text Analytics
  • Detecting Language
  • Analyze image and video
  • Recognition handwritten from text
  • Generate Thumbnail
  • Content Moderator
  • Custom Vision
  • Translate
Course content
Expand all 48 lectures 04:45:58
+ Introduction with IBM Watson
3 lectures 29:01
How IBM Watson Works
12:36
IBM Bluemix Dashboard
07:22
+ IBM Watson Discovery
2 lectures 10:27
IBM Watson Discovery Overview
02:13
IBM Watson Discovery Practical
08:14
+ IBM Watson Knowledge Studio
2 lectures 25:41
IBM Watson Knowledge Studio Overview
03:22
Knowledge Studio (Custom model for NLU)
22:19
+ IBM Watson Language Translator
1 lecture 05:14
IBM Watson Language Translator Overview
05:14
+ IBM Watson Natural Language Classifier
2 lectures 09:21
IBM Watson Natural Language Classifier Overview
02:17
IBM Watson Natural Language Classifier Practical
07:04
+ IBM Watson Natural Language Understanding
2 lectures 13:22
IBM Watson Natural Language Understanding Overview
05:51
IBM Watson Natural Language Understanding Practical
07:31
+ IBM Watson Personality Insights
2 lectures 08:54
IBM Watson Personality Insights Overviews
03:16
IBM Watson Personality Insights Practical
05:38
+ IBM Watson Speech to Text
3 lectures 14:37
IBM Watson Speech to Text Overview
04:25
IBM Watson Speech to Text Practical 1
06:29
IBM Watson Speech to Text Practical 2
03:43
+ IBM Watson Text to Speech
3 lectures 24:34
IBM Watson Text to Speech Overview
02:54
IBM Watson Text to Speech Practical 1
07:34
IBM Watson Text to Speech Practical 2
14:06
Requirements
  • Nothing required at all! but if you have a background in computer science or development, it would be beneficial, but not required at all.
  • You should have Microsoft Azure account
Description

As Machine learning and cloud computing are trending topic 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.

You could integrate these services in your Web, Android, IoT, Desktop Applications like Face Detection, ChatBot, Voice Detection, Text to custom Speech (with pitch, emotions, etc), Speech to text, Sentimental Analysis on Social media or any textual data. 

You are about to learn Machine Learning tools and techniques on IBM Bluemix (Watson) and Microsoft Azure.

Watson Services like-

  1. Watson Assistant  -> Build and deploy chatbots and virtual assistants. 

  2. Watson Discovery  -> Uncover connections in data by combining automated ingestion with advanced AI functions. 

  3. Watson Speech to Text  (STT) ->Easily convert audio and voice into written text. 

  4. Watson Text to Speech (TTS)  ->Convert written text into natural-sounding audio in a variety of languages and voices

  5. Watson Language Translator  ->Dynamically translate news, patents or conversational documents. 

  6. Watson Natural Language Classifier  ->Interpret and classify natural language with confidence. 

  7. Watson Natural Language Understanding -> Analyze text to extract metadata from content such as concepts, entities and sentiment

  8. Watson Visual Recognition  ->Tag, classify and search visual content using machine learning. 

  9. Watson Tone Analyzer  ->Analyze emotions and tones in written content.

  10. Watson Personality Insights -> Predict personality characteristics, needs and values through written text. 

Azure services like-

1. Computer Vision

2. Content Moderator

3. Custom Vision

4. Text Analysis

5. Translator


Who this course is for:
  • Anyone who is curious to experiment with Artificial Intelligence and develop applications or simply interested in exploring IBM Watson and its powerful services available on IBM Cloud.