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Applied Machine Learning

In this training, we will show you the basics of machine learning and how to apply machine learning techniques to real-world use cases. Working knowledge of Python, as well as basic statistical knowledge, are required.

You will benefit from the Applied Machine Learning Training if:

You are looking to develop machine learning models that can be taken into production easily.

Achievements upon completion

Through instructor-led discussion and interactive, hands-on exercises, you will become familiar with various aspects of Machine Learning so that you are able to develop production-ready models.

You will Learn:

  • The fundamentals of machine learning
  • Model training, tuning, and testing
  • Supervised and unsupervised methods
  • Data preparation and feature engineering

You will have hands-on experience in:

  • Regression, classification, and clustering
  • Cross-validation and model tuning
  • Feature engineering and data preparation

You will develop the skills to:

  • Properly train and test models
  • Engineer features for a model
  • Apply machine learning in practice

Additional Information

Prerequisites

!Please note, that you need to bring your own laptop for this training.
This laptop should meet the following requirements:

  • Anaconda with Python 3.5 should already be installed

http://training.xebia.com/data-science/applied-machine-learning