DMML Tools Trend & Relationship 2016
This is a summary of KD-nuggets blogs: here and here. Pictures are modified for my own notes.
Tools Associations #
sunny’s conclusion #
Possible framework 1: Hadoop + Spark + Python + scikit.
Possible framework 2: SQL+ Excel + Tableau.
Try NOT use: RapidMiner, KNIME (whatever situation).
Big Data Related Tools #
Deep Learning Related Tools #
Big_Data- / Deep_Learning-Related Tools #
Conclusion 1: Big_Data & DL are positively related.
Conclusion 2: Scala is designed/dedicated for Big_Data & DL.
R- / Python-Geo Preference #
text description #
North Am has no feeling.
EU: love Py, more than R.
Asia: love R, more than Py.
Latin Am: love R, much more than Py.
Oceanian: love both more than other regions.
R- / Python-Related Tools #
Three-Year Trend #
short version #
-
in top 10, only KNIME is loosing market:
-
some are growing rapidly:
full version #
- NICE: already great tools, and growing fast.
- IGNORE: already few users, and dropping fast.
