Azure Machine Learning using Cognitive Services
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       Video Length : 14h20m0s
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       Tasks Number : 100
  • group
       Students Enrolled : 445
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       Medium Level
  • Curriculum
  • 1. Intro to Machine Learning
    • videocam
      What is Machine Learning
      10m0s
    • videocam
      Artificial Intelligence vs Machine Learning
      10m0s
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      Examples of Apps that Use Machine Learning
      10m0s
    • videocam
      What Will You Learn?
      10m0s
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      Getting your Azure Subscription Ready
      10m0s
  • 2. Intro to Python
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      Why will we use Python?
      10m0s
    • videocam
      Azure Notebooks
      10m0s
    • videocam
      Variables and Statements
      10m0s
    • videocam
      Working with Lists
      10m0s
    • videocam
      Creating Functions and Slicing Lists
      10m0s
  • 3. Text Analytics
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      The Text Analytics API
      10m0s
    • videocam
      Performing Sentiment Analysis
      10m0s
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      Extracting Key Phrases from Documents
      10m0s
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      Removing Stopwords and Other Techniques
      10m0s
    • videocam
      The Stemming Technique
      10m0s
  • 4. Machine Learning for Spell Checking
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      Creating a Spell Checking Service
      10m0s
    • videocam
      Using the Spell Checking Service
      10m0s
    • videocam
      Spell Checking with Context Awareness
      10m0s
  • 5. Text and Speech Translation
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      Text Translator Service Setup
      10m0s
    • videocam
      Implementing Text Translation
      10m0s
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      Identifying languages
      10m0s
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      The Speech Translator Service
      10m0s
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      Preparing for Speech and Microphone Use
      10m0s
    • videocam
      Making Speech Translation Requests - Part 1
      10m0s
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      Making Speech Translation Requests - Part 2
      10m0s
  • 6. Language Understanding Intelligent Service
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      The Language Understanding Service
      10m0s
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      Creating Intents and Entities
      10m0s
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      Train and Publish the Service
      10m0s
    • videocam
      Consuming the LUIS Service
      10m0s
  • 7. Speech to Text. Text To Speech
    • videocam
      Creating the Bing Speech Service
      10m0s
    • videocam
      Getting Text from Speech
      10m0s
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      Issuing an Authorization Token
      10m0s
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      Getting Audio from Text
      10m0s
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      The Speaker Recognition Service
      10m0s
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      The Verification Phrases
      10m0s
    • videocam
      Performing the Enrollment of Users - Part 1
      10m0s
    • videocam
      Performing the Enrollment of Users - Part 2
      10m0s
    • videocam
      Verifying users: Getting the Verification Profile
      10m0s
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      Verifying users: Verifying thorugh audio files
      10m0s
  • 8. Computer Vision
    • videocam
      The Computer Vision API
      10m0s
    • videocam
      Analyzing an Image
      10m0s
    • videocam
      Getting an Image Description
      10m0s
    • videocam
      Implementing Optical Character Recognition
      10m0s
    • videocam
      Drawing Lines in an Image
      10m0s
    • videocam
      Implementing Handrwitting Recognition
      10m0s
  • 9. Face Detection
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      The Face API
      10m0s
    • videocam
      Detecting Faces
      10m0s
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      Creating a People Group
      10m0s
    • videocam
      Adding a Person to a Group
      10m0s
    • videocam
      Adding Faces to a Person
      10m0s
    • videocam
      Identifying People
      10m0s
    • videocam
      Detecting Emotion in Faces
      10m0s
  • 10. Content Moderation
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      Content Moderator Service
      10m0s
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      Moderating Personal Information
      10m0s
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      Moderating Profanity
      10m0s
    • videocam
      Moderating Images
      10m0s
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      The Content Moderator Portal
      10m0s
    • videocam
      Creating a Moderation Workflow
      10m0s
    • videocam
      Executing a Workflow Programatically
      10m0s
    • videocam
      Getting a Job's Result
      10m0s
  • 11. Video Indexer Service
    • videocam
      Setting up the Video Indexer Service
      10m0s
    • videocam
      Connecting to your Azure Subscription
      10m0s
    • videocam
      Indexing Video
      10m0s
    • videocam
      Getting Access Token for Indexing Video
      10m0s
    • videocam
      Uploading Video for Indexing
      10m0s
    • videocam
      Getting Video Index
      10m0s
    • videocam
      Getting Video Thumbnails
      10m0s
    • videocam
      Identifying People in Video
      10m0s
  • 12. Custom Vision Service
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      The Custom Vision Service
      10m0s
    • videocam
      Classifying Images from Custom Vision Portal
      10m0s
    • videocam
      Creating a new Custom Vision Project from Code
      10m0s
    • videocam
      Creating the Tags for Classification
      10m0s
    • videocam
      Uploading Images and Assigning Tags
      10m0s
    • videocam
      Training the Project Programatically
      10m0s
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      Interation's Performance
      10m0s
    • videocam
      Predicting the Classification of an Image
      10m0s
  • 13. Bot Services
    • videocam
      Creating the Bot Service
      10m0s
    • videocam
      Coding the Bot with Custom Vision Functionality
      10m0s
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      Deserializing Json
      10m0s
    • videocam
      Connecting the Bot to a Channel (Facebook Messenger)
      10m0s
  • 14. Azure Machine Learning Studio
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      The Machine Learning Studio
      10m0s
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      Joining Two Datasets Together
      10m0s
    • videocam
      Manipulating the Datasets
      10m0s
    • videocam
      Training the Model and Making Predictions
      10m0s
    • videocam
      Deploying the Web Service
      10m0s
    • videocam
      Testing the Web Service
      10m0s
Authors

Kevin Gautama is a systems design and programming engineer with 16 years of expertise in the fields of electrical and electronics and information technology.

He teaches at the Hanoi University of Industry in the period 2003-2011 and he has a certificate of vocational training by the Ministry of Industry and Commerce and the Hanoi University of Industry.

From extensive design experience through numerous engineering projects, the author founded the Enziin Academy.

The Enziin Academy is a startup in the field of educational, it's core goal is to training design engineers in the fields technology related.

The Enziin Academy is headquartered in Stockholm-Sweden with an orientation operating multi-lingual and global.

The author's skills in IT:

  • Implementing the application infrastructure on Amazon's cloud computing platform.
  • Linux server system administration (Sysadmin).
  • Design load balancing and content distribution system.
  • MySQL database administration.
  • C/C++/C# Programming
  • Ruby and Ruby on Rails Programming
  • Python and Django Programming
  • The WPF/C# on the .NET Framework Programming
  • The PHP/JAVA Programming
  • Machine Learning and Expert System.
  • Internet of Things.

The author's skills in the fields of electric and electronic:

  • The design of popular CPU / MCU systems.
  • Design FPGA / CPLD system (Xilinx - Altera).
  • Design and programming of DSP systems (Texas Instruments).
  • Embedded ARM system design.
  • The RTOS Programming
  • Design and programming electronic power systems.
  • PLC - inverter - sensor - electric control cabinet industrial.
  • Control systems distributed connection with Server.

Read more...

Azure Machine Learning using Cognitive Services


Azure Machine Learning using Cognitive Services

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