Introduction to Machine Learning

Introduction to Machine Learning

In this training you get to work with the most widely used machine learning libraries. You will learn to train, validate, and select the right model for the problem at hand. Through a combination of theory and hands-on exercises you will develop the skills to clean and extract features from data, shape data, and to scale machine learning.

You will benefit from the Introduction to Machine Learning Training if:

You are new to Machine Learning and want to gain hands-on experience with the most widely used algorithms, which libraries you should use to avoid writing the algorithms yourself, and how you can train, validate, and select the right model for the problem at hand.

What you will achieve

Through instructor-led discussion and interactive, hands-on exercises, you will learn the theoretical foundation and the applicability of various machine learning algorithms. You will also learn the strong and weak points of the various model.

After completing the 3-day training, you will know:

  • What is machine learning
  • Parametric vs non parametric learning problems
  • Inference vs prediction
  • Supervised vs unsupervised learning
  • Regression, classification, and clustering

You will have hands-on experience in:

  • How to clean and extract features from data
  • How to to model training, validation, and selection
  • Applying machine learning algorithms to real data
  • How to get data in the correct shape to apply models on top of it
  • How to scale machine learning

You will have the skills to:

  • Decide the proper algorithm for the use case
  • Implement it or use a built in library

Additional Information

Prerequisites

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

  • At least 8GB RAM
  • 25GB of free hard disk space
  • USB Port accessible
in samenwerking met

PRAKTISCHE INFORMATIE

DEELNEMERS

4-12

TAAL

English

MAESTRO PRIJS

€1.706,-

PARTNER PRIJS

€1.616,-

CURSUS

Classical

AANTAL DAGEN

3 days

TIJD

Dagopleiding 9:00 - 17:00

Datum

Op aanvraag beschikbaar

DIRECT AANMELDEN

Aanmelden voor Introduction to Machine Learning

VOORWAARDEN

  • Partners of Maestro Academy: affiliated Professionals of Het Finance Gilde, DataConnected or HeadFirst (Premium agreement);
  • Payment is due fully before start of the training;
  • All prices mentioned are excluding tax.