Efficient Data Management in Statistica and Data Mining (EDM)

Summary
This training offers a practical introduction to data cleansing and data preparation in statistics and data mining . A well-known rule of thumb in analytics business is: About 80 per cent of the effort lies in data cleansing and preparation. With many years of experience in customer projects, StatSoft knows the typical hurdles that one has to overcome for a successful analysis. The training gives a practical overview of the important steps in data management.


Agenda

  • Typical Errors in Data
  • Missing Data and Outliers
  • Distribution Testing and Transformation
  • Variable Importance
  • Optimal Sample Size
  • Visual Data Exploration


Type
Our methodological trainings are software-independent and designed to be cross-industry. We value a lively and inspiring atmosphere, hence we present examples from various real-life applications, these might include examples involving software products.
We encourage discussions and value contributions by the participants. Our trainers will consider all participants question and answer them as they see fit during the training.
The particpants receive all the training slides (as PDF) after the training.


Wordcloud
80/20-Rule, Outlier, Data Exploration, Data Errors, Data Visualisation, Missing Data, Samples, Variable Importance, Distributions, Distribution-Testing


Requirements
This training requires basic statistical know-how.


Duration: 1 Day(s) Price: EUR 800 (plus VAT) per participant


Location
Hamburg: With our training facilities in Hamburg we provide a place to learn successfully in a comfortable environment. Each participant has access to a training PC there.
Online: These trainings offer high flexibility and require no traveling. Each particpant works on his own PC. We recommend the use of two monitors.
At your site: We conduct the trainings at your site for you and your colleagues.
We offer all our trainings in the languages English and German.


Please contact us!
Do you have and questions regarding the topics, the conditions or do you need a individually tailored training? Please contact us and talk directly with the involved trainers. We can surely help you!
 

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