An excellent list and pointers to introductory articles on over forty data science techniques. Have mentioned these before, worth the repeat. By Vincent Granville. The practitioner should know the basics of many of these. All very well done. From DSC. Nicely done. Join DSC and get their newsletters, which are useful.