£406.80 – £478.80

Introduction to Data Science

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Central Working White City

London

W12 0BZ

United Kingdom

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Description

What you will learn

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

  • Preprocessing (scaling, log transformations, imputation, hot coding)
  • Exploratory data analysis and interactive visualisation
  • Unsupervised learning (k-means clustering, hierarchical clustering)
  • Dimensionality reduction and feature extraction
  • Supervised learning (KNN)

Languages and libraries

  • Python programming language
  • Numpy and pandas for data manipulation
  • Scikit-learn for machine learning algorithms
  • Matplotlib and seaborn for data visualisation

How you will learn

The two-day bootcamp is extremely interactive and hands-on. You will learn by working through concrete problems with a real dataset. 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:

Individuals who want to master new technical skills and learn the latest techniques and industry best practices to work effectively with Data Science teams.


Prerequisites:

  • Elementary Python programming and use of the command line. You can acquire these skills at our Python bootcamp.
  • Basic probability and linear algebra.


For further information about this two-day Bootcamp visit: https://cambridgespark.com/courses/datascience

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Central Working White City

London

W12 0BZ

United Kingdom

View Map

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