£394.80 – £598.80

Machine Learning Techniques using Python - London (April)

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THECUBE - coworking

155 Commercial Street

London

E1 6BJ

United Kingdom

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Description

What you will learn
You will learn advanced state-of-the art machine learning techniques that are in demand in industry and research.

  • Model evaluation and optimisation (grid search)
  • Decision trees and random forests
  • Logistic regression
  • SVMs (linear SVMs, kernel trick, nonlinear SVMs)
  • Neural networks
  • Deep learning (local and cloud-based)

Languages and libraries

  • Python programming language
  • numpy and pandas for data manipulation
  • scikit-learn for machine learning algorithms
  • plotly for interactive visualisations
  • theano and keras for neural networks and deep learning

How you will learn

This two-day Bootcamp is extremely interactive and hands-on. You will learn by working through concrete problems with real datasets. You will be taught by academic and industry experts in the field, who have a wealth of experience and knowledge to share.

Is it for me?

Audience: Those who wish to take their data science skills further and learn state-of-the-art techniques in this constantly evolving field.

Level: Intermediate (ideally you will have attended the Introduction to Data Science bootcamp)

Prerequisites: good knowledge of python, some familiarity with matrices, basic understanding of machine learning practice (as taught in Introduction to Data Science)

For further information about this two-day Bootcamp visit: http://cambridgespark.com/courses/machine-learning

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Location

THECUBE - coworking

155 Commercial Street

London

E1 6BJ

United Kingdom

View Map

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