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Machine Learning Literacy

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Machine Learning is the application of algorithms and mathematical models by software system to progressively improve their performance on a specific task. This skill covers the workflows, modeling techniques, and strategies behind any machine learning solution.

What You'll Learn

  • The machine learning workflow (data sourcing -> data cleaning -> data preparing -> data modeling and training -> model evaluation -> deployment -> monitoring & maintenance )
  • Commonly employed data models
  • Common techniques employed in machine learning (reinforcement learning, model validation strategies, etc)
  • From Pluralsight
    Hours 16
    Instructors J, a, n, i, M, o, h, e, D
    Language English
    Subjects IT & Networking

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    Careers

    An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

    Research Scientist-Machine Learning $55k

    Cloud Architect - Azure / Machine Learning $75k

    Watson Machine Learning Engineer $81k

    Machine Learning Software Developer $103k

    Software Engineer (Machine Learning) $116k

    Applied Scientist, Machine Learning $130k

    Autonomy and Machine Learning Solutions Architect $131k

    Applied Scientist - Machine Learning -... $136k

    RESEARCH SCIENTIST (MACHINE LEARNING) $147k

    Machine Learning Engineer 2 $161k

    Machine Learning Scientist Manager $170k

    Machine Learning Scientist, Personalization $213k

    Courses in this Paths

    Listed in the order in which they should be taken

    Starts Course Information

    On Demand

    Preparing Data for Machine Learning

    As Machine Learning explodes in popularity, it is becoming ever more important to know precisely how to prepare the data going into the model in a manner appropriate to the...

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    On Demand

    Building Your First Machine Learning Solution

    Machine learning is perceived as a difficult, challenging, and math-intensive topic. In this course, Building Your First Machine Learning solution, you will discover the magic of...

    Pluralsight

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    On Demand

    Designing a Machine Learning Model

    As Machine Learning explodes in popularity, it is becoming ever more important to know precisely how to frame a machine learning model in a manner appropriate to the problem we...

    Pluralsight

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    On Demand

    Creating Machine Learning Models

    As Machine Learning explodes in popularity, it is becoming ever more important to know precisely how to frame a machine learning model in a manner appropriate to the problem we...

    Pluralsight

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    On Demand

    Deploying Machine Learning Solutions

    Machine Learning is exploding in popularity, but serious early warning signs are emerging around the performance of ML models in production. In this course, Deploying Machine...

    Pluralsight

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    Pluralsight

    From Pluralsight
    Hours 16
    Instructors J, a, n, i, M, o, h, e, D
    Language English
    Subjects IT & Networking

    Careers

    An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

    Research Scientist-Machine Learning $55k

    Cloud Architect - Azure / Machine Learning $75k

    Watson Machine Learning Engineer $81k

    Machine Learning Software Developer $103k

    Software Engineer (Machine Learning) $116k

    Applied Scientist, Machine Learning $130k

    Autonomy and Machine Learning Solutions Architect $131k

    Applied Scientist - Machine Learning -... $136k

    RESEARCH SCIENTIST (MACHINE LEARNING) $147k

    Machine Learning Engineer 2 $161k

    Machine Learning Scientist Manager $170k

    Machine Learning Scientist, Personalization $213k

    Similar Courses

    Sorted by relevance