Fundamentals of Python for Data Mining

Course

Online

£ 10 + VAT

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

This course aims to cover the fundamentals of Python programming through real world examples, followed by a touch on Data Science. Python programming basics such as variables, data types, if statements, loops, functions, module, object and classes are very important and this course will try to teach these with a Console Calculator project. The course will than run through the popular data mining libraries like pandas, matplotlib, scipy, sklearn briefly on iris dataset to do data manipulation, data visualizations, data exploration with statistics (inferential and descriptives), model and evaluation. You do not need to know programming for this course.  This course is based on my ebooks at SVBook. 

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

This course aims to cover the fundamentals of Python programming through real world examples, followed by a touch on Data Science. Python programming basics such as variables, data types, if statements, loops, functions, module, object and classes are very important and this course will try to teach these with a Console Calculator project and teaches data mining libraries like pandas, matplotlib, scipy, sklearn briefly on iris dataset to do data manipulation, data visualizations, data exploration with statistics (inferential and descriptives), model and evaluation

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This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Programming
  • Data Mining

Course programme

Content 12 lectures 02:51:32 INtroduction Getting Started Getting Started 2 Getting Started 3 Getting Started 4 Language Essentials 1 Language Essentials 2 Object Essentials 1 Object Essentials 2 Object Essentials 3 Data Mining 1 Data Mining 2 Content 12 lectures 02:51:32 INtroduction Getting Started Getting Started 2 Getting Started 3 Getting Started 4 Language Essentials 1 Language Essentials 2 Object Essentials 1 Object Essentials 2 Object Essentials 3 Data Mining 1 Data Mining 2 INtroduction INtroduction INtroduction INtroduction Getting Started Getting Started Getting Started Getting Started Getting Started 2 Getting Started 2 Getting Started 2 Getting Started 2 Getting Started 3 Getting Started 3 Getting Started 3 Getting Started 3 Getting Started 4 Getting Started 4 Getting Started 4 Getting Started 4 Language Essentials 1 Language Essentials 1 Language Essentials 1 Language Essentials 1 Language Essentials 2 Language Essentials 2 Language Essentials 2 Language Essentials 2 Object Essentials 1 Object Essentials 1 Object Essentials 1 Object Essentials 1 Object Essentials 2 Object Essentials 2 Object Essentials 2 Object Essentials 2 Object Essentials 3 Object Essentials 3 Object Essentials 3 Object Essentials 3 Data Mining 1 Data Mining 1 Data Mining 1 Data Mining 1 Data Mining 2 Data Mining 2 Data Mining 2 Data Mining 2

Additional information

Computer Knowledge Basic coding knowledge

Fundamentals of Python for Data Mining

£ 10 + VAT