SoveltoX: Introduction to Python for Data Science

The course teaches students how to start looking at data with the lens of a data scientist by applying efficient, well-known mining models in order to unearth useful intelligence, using Python, one of the popular languages for Data Scientists.

This is a virtual course run on SoveltoX -platform.

Pursue a verified certificate to highlight the knowledge and skills you gain. See related products below for more.

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0,00 
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Opiskele SoveltoX-palvelussa

This is a self-study course in SoveltoX -learning platform. The course is free of charge. Optionally you may verify your course completion with official Microsoft certificate through using Course Completion Voucher!

This practical course, developed in partnership with Coding Dojo, targets individuals who have introductory level Python programming experience. The course teaches students how to start looking at data with the lens of a data scientist by applying efficient, well-known mining models in order to unearth useful intelligence, using Python, one of the popular languages for Data Scientists. Topics include data visualization, feature importance and selection, dimensionality reduction, clustering, classification and more! All of the data sets used in this course are gathered live-data or inspired by real-world domains that can benefit from machine learning.

What you’ll learn
  • What machine learning is and the types of problems it is adept to solving
  • How to represent raw data in a manner conducive to deriving valuable information
  • How to use various data visualization techniques
  • How to use principal component analysis and isomap intelligently to simplify your data
  • How to apply supervised learning algorithms to your data, such as random forest and support vector classifier
  • Concepts such as model selection, pipelining, and cross validation

 

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Vastuuhenkilö


Pekka Korhonen

Pekka Korhonen

  • pekka.korhonen@sovelto.fi

Pekka Korhonen on tunnettu SQL Server-, SQL- ja Business Intelligence -tekniikoiden asiantuntija, arkkitehti, kouluttaja ja konsultti. Hänelle on kertynyt kokemusta parikymmentä vuotta. Soveltossa Pekka toimii senior-konsulttina ja partnerina. Pekka on suorittanut harvinaisen SQL Server Master -sertifikaatin, joita on maailmassa vain noin 150 kpl. Pidettyjä kursseja Pekalle on kertynyt jo yli tuhat!

SQL Server Master, Master Certified (MCSM: Data Platform), MCSE: Data Platform, MCSE: Business Intelligence, MCSA, MCTS, MCT, MCITP.