Course C Creation of an app with machine learning

CURS-579

Learn to develop an application with Microsoft's ML.NET framework.

Learn to develop an application with Microsoft's ML.NET framework.


Learn to develop an application with Microsoft's ML.NET framework. This course shows theoretical aspects of Maching Learning. We will know its fundamentals, history and applications. Then, we will go to the practical part and develop an application that implements Machine Learning to classify feelings, that is, that will categorize the comments of the users as good or bad, according to what they express. At the end of the course, you will understand the concepts of Machine Learning and you will know how to choose the algorithm appropriate to what you need.

Course content

Theoretical bases of Machine Learning

    What is Machine Learning 01:51
    Brief History of Machine Learning 03:37
    Differences between Machine Learning, Big Data, IA 02:26
    Machine Learning Process 04:57
    Applications of Machine Learning 03:35
    Considerations when using Machine Learning 02:42

Algorithms used in Machine Learning

    Classification of algorithms used in Machine Learning 04:15
    Machine Learning and supervised learning 05:53
    Unsupervised Learning in Machine Learning 02:47
    Reinforced learning (RL) in Machine Learning 03:03

Use of ML.NET technology

    What is ML.NET 01:41
    Components of ML.NET Core 01:08
    Advantages, disadvantages and sources of ML.NET 03:15



Application of classification of feelings with ML.NET

    Process for the development of ML.NET 02:35
    Initial requirements of Machine Learning with ML.NET 03:34
    Creation of console application in VS 04:33
    Configurations and initial code for Machine Learning 06:01



Development of application of classification of feelings

    Analysis of the problem within Machine Learning 02:05
    Data collection in the application 04:28
    Training and prediction of the model with ML.NET 07:19
    Model evaluation within Machine Learning 05:34
    Review of results with Machine Learning 02:22
    Challenge over prediction and Machine Learning 00:51
    Predictive challenge solution and Machine Learning 04:30

Technical data:

    Format: .MP4
    Resolution: 1280x720p
    Size: 181 MB
    Spanish Language
    Content: 24 Videos
    Duration: 1:25 hours
    Software: C #, C # 7
    Base Files: NOT Included

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Grade 
09/21/2018

Excelente

Gran curso

    Grade 
    09/20/2018

    Excelente

    Gran curso

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      Course C Creation of an app with machine learning

      Course C Creation of an app with machine learning

      Learn to develop an application with Microsoft's ML.NET framework.

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