Discover Supervised Learning Course

Welcome to Discover Supervised Learning's Online training with live Instructor using an interactive cloud desktop environment DaDesktop.

Experience remote live training using an interactive, remote desktop led by a human being!

7 hours
1 656 €
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Course Overview

This instructor-led live training is designed to provide participants to gain mastery on discover supervised learning. You will learn the fundamentals of discover supervised learning and with greater emphasis on the functionality and application to your work or study.

About

Supervised learning is the machine learning task of learning a function that maps an input to an output based on example input-output pairs. It infers a function from labeled training data consisting of a set of training examples. In supervised learning, each example is a pair consisting of an input object (typically a vector) and the desired output value (also called the supervisory signal). A supervised learning algorithm analyzes the training data and produces an inferred function, which can be used for mapping new examples. An optimal scenario will allow for the algorithm to correctly determine the class labels for unseen instances. This requires the learning algorithm to generalize from the training data to unseen situations in a "reasonable" way.

Content

  • Steps
  • Algorithm choice
    • Bias-variance tradeoff
    • Function complexity and amount of training data
    • The dimensionality of the input space
    • Noise in the output values
    • Other factors to consider
    • Algorithms
  • How supervised learning algorithms work
    • Empirical risk minimization
    • Structural risk minimization
  • Generative training
  • Generalizations
  • Approaches and algorithms
  • Applications

 

Course Category: Programming II

What you get

Money back guarantee

If the course you selected doesn't have a trainer available on your preferred schedule, you may withdraw your payment.

Remote session with live human

Trainings are not pre-recorded video. You may interact with your instructor in real-time.

Instructor access to revolutionary training environment DaDesktop

DaDesktop is an interactive cloud desktop environment solution for trainers and participants.

Training materials

Certificate of course completion

Entry in certified person catalog

Course Schedule

Date
Time
2021-06-21
09:30 - 16:30 EST
2021-07-05
09:30 - 16:30 EST
2021-07-19
09:30 - 16:30 EST
2021-08-02
09:30 - 16:30 EST
2021-08-16
09:30 - 16:30 EST
2021-08-30
09:30 - 16:30 EST
2021-09-13
09:30 - 16:30 EST