v0.12

Edits clustering

• restructuring of clustering chapter
• new plots and style
• larger text edits and more extensive explanations

v0.11

Expand on statistics and knowledge chapters

• Update figures and figure style (in first chapters)
• Expand on statistics: significance, t-test, permutation testing
• Add critique on DIKW model and references

v0.10

Expanded chapters on data preparation, pre-processing and basic exploration

• added missing pieces and explanations
• updated distribution figures and data
• several minor fixes and edits

v0.9

More ML Intro and Update of the Ethics chapter

• larger edit of the ethics chapter including more sources for further reading
• Expansion of the machine learning chapters (not yet fully complete though)

v0.8

Updates on book handling and start of ML chapter

• Several text edits to introduction part
• First subsection of machine learning chapter with images

v0.7

New chapter on outlier detection

• In addition to the clustering part there is now also a chapter on outlier detection (using Isolation Forests and Local Outlier Detection).

v0.6.1

• Addition of second part of dimensionality reduction chapter
• Larger text and plot edits in the same chapter

v0.6

First draft of dimensionality reduction chapter

• added a first version of the dimensionality reduction chapter
• new logo and cover illustration
• draft of outlook chapter (not yet complete)

v0.5.1

Minor text edits

• NLP/Text part 1: changed some examples from German to English, added a bit more explanation
• minor text edits + typos

v0.5

Addition of draft chapters for graph handling/network analysis

• added 3 chapters on graphs/networks
• minor text edits and corrections
• added placeholders for missing chapters (work in progress...)