Methods for statistical data mining (MDM)

Cour­se objec­ti­ve:
The aim of this methods cour­se is to intro­du­ce the con­cepts, ter­mi­no­lo­gy and methods of data mining. Our methods cour­ses are desi­gned to be soft­ware-inde­pen­dent and are also sui­ta­ble for users who do not work with Sta­tis­ti­ca.

Tar­get group:
This cour­se is aimed at pro­ject mana­gers and qua­li­fied spe­cia­lists in ser­vice or indus­tri­al com­pa­nies who want to ana­ly­ze their data using modern data mining tech­ni­ques.

Cour­se con­tent:
The cour­se pro­vi­des an over­view of the idea and importance of data mining, the art and sci­ence of lear­ning from data. Indi­vi­du­al data mining tools are exami­ned in more detail and their signi­fi­can­ce for dif­fe­rent ana­ly­sis tasks is explai­ned. For all tech­ni­ques pre­sen­ted, the basic metho­do­lo­gy is explai­ned and illus­tra­ted with prac­ti­cal examp­les.

The topics:

    • Intro­duc­tion to data mining
    • Data pre-pro­ces­sing tech­ni­ques
    • Pos­si­bi­li­ties of visua­liza­ti­on
    • Deal­ing with mul­ti­va­ria­te ques­ti­ons
    • Over­view of unsu­per­vi­sed lear­ning methods
    • Over­view of super­vi­sed lear­ning methods
    • Vali­da­ti­on pro­ce­du­res
    • Out­look on cur­rent method deve­lo­p­ments

We offer this trai­ning in coope­ra­ti­on with our part­ner Sta­too Con­sul­ting. The trai­ner is Dr. Die­go Kuo­nen, PhD in sta­tis­tics, CStat PStat CSci, CEO and CAO of Sta­too Con­sul­ting, lec­tu­rer at the Uni­ver­si­ty of Gen­e­va and Pre­si­dent of the Swiss Sta­tis­ti­cal Socie­ty. The cour­se is desi­gned to be soft­ware-inde­pen­dent and cross-indus­try. Par­ti­ci­pan­ts will recei­ve a prin­ted manu­al in Eng­lish with all cour­se slides.

The cour­se requi­res a basic know­ledge of sta­tis­tics and expe­ri­ence with mul­ti­ple line­ar regres­si­on.


  • Online: The­se trai­ning ses­si­ons offer maxi­mum fle­xi­bi­li­ty wit­hout the need to tra­vel. All par­ti­ci­pan­ts work on their own PCs. We recom­mend using two moni­tors for this pur­po­se.

We offer all our trai­ning ses­si­ons in both Ger­man and Eng­lish lan­guages.

Duration: 2 days | Price on request

Sign up yours­elf and your team direct­ly for this trai­ning:

After the regis­tra­ti­on request, the trai­ner will cont­act you direct­ly and arran­ge the date per­so­nal­ly.

Do you have ques­ti­ons about the con­tent, the imple­men­ta­ti­on or would you like an indi­vi­du­al­ly cus­to­mi­zed trai­ning? Cont­act us and speak direct­ly with the respon­si­ble trai­ners wit­hout obli­ga­ti­on. We are sure that we can help you!