Final Exam: AI Developer

Artificial intelligence
  • 1 Video | 30m 32s
  • Includes Assessment
  • Earns a Badge
Final Exam: AI Developer will test your knowledge and application of the topics presented throughout the AI Developer track of the Skillsoft Aspire AI Apprentice to AI Architect Journey.

WHAT YOU WILL LEARN

  • compare AI developer with AI Engineer and list skill set differences
    compare AI developer with Data scientist/AI Scientist and list skillset differences
    compare AI developer with ML Engineer and list skill set differences
    compare AI developer with Software Engineer and list skill set differences
    compare AWS with Amazon ML distinguish main features and identify how to use Amazon ML with AWS
    compare CNTK with other frameworks and specify the advantages and disadvantages of CNTK
    compare Keras with other frameworks and specify its advantages and disadvantages
    compare Spark with other big data platforms and identify key advantages and disadvantages of using Spark
    define skillset and toolset knowledge required to become AI developer
    describe AI Developer's role in relation to tech industry
    describe Amazon ML Framework and define main concepts needed to implement AI with Amazon ML
    Describe Amazon ML in AI
    describe Cognitive Machines and specify their uses and importance
    describe Distributed Computing and specify the advantages of using it in AI Development
    describe Expert Systems in terms of Cognitive Modelling
    describe how to create deep learning models using Keras
    describe how to create Machine learning models using Amazon ML
    describe how to use Amazon SageMaker for automated Machine learning model deployment
    describe how to utilize Amazon ML Polly toolkit for text to speech translation
    describe Keras framework and define main concepts needed to work with Keras
    Describe Keras in AI
    describe key benefits of using Amazon ML for AI Development
    Describe Microsoft CNTK in AI
    describe Spark Components environment and name the benefits of using it in AI Development
    describe Spark Framework and define main concepts needed to work with Spark
    Describe Spark in AI
    describe the concept of a cobot and list multiple cobot use cases
    describe the concept of Cognitive Modelling and define its importance
    describe the process of creating Natural Language Processing pipelines using Spark
    Describe types of AI Framework Overview and details.
  • Describe what are the AI Frameworks and Importance in the AI domain
    identify key documents and resources for in-depth information about Amazon ML framework
    identify key documents and resources for in-depth information about CNTK framework
    identify Key documents and Resources for in-depth information about Keras framework
    identify the benefits of using CNTK toolkit
    identify the disadvantages of the Keras framework
    identify ways in which AI can reason similar to the human brain
    Illustrate Modelling flow using Microsoft CNTK
    implement Natural Language Processing techniques to develop a smart Q&A system
    list companies which are implementing Cognitive Modelling approaches
    list possible applications and use cases of AI in the Robotics industry
    recall a brief history of the Robotics industry
    recognize Python API for CNTK and identify key approaches to implementing AI with Python & CNTK
    recognize the benefits of using Keras
    recognize the concept of a cobot and list multiple cobot use cases
    specify how AI & Robotics are used in the Automotive industry
    specify how AI & Robotics are used in the Healthcare industry
    specify how AI & Robotics for military application
    specify how CNTK can be used in combination with cloud services
    specify how CNTK can be used with other languages like C/C++, Java, .Net, C# etc.
    specify how Cognitive Modeling can be used in AI applications
    specify the relationship between TensorFlow and Keras and identify how Keras models can be optimized with TensorFlow
    specify the responsibilities of AI developer in a company
    specify the role of Reinforcement Learning in Robotics
    specify ways in which AI can reason similar to the human brain
    troubleshoot CNTK installation
    troubleshoot CNTK installation on Windows
    troubleshoot Spark Installation on Windows
    troubleshoot Spark Installation on Windows Subsystem for Linux
    work with Natural Language Processing techniques to develop a smart Q&A system

IN THIS COURSE

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    AI Developer
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