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Fundamentals of Data Science (inglise keeles)

Koolituse maht: 24 akadeemilist tundi (3 päeva)

Sihtgrupp: Anybody with an interest in Data Science and improve their data mining and statistical modelling skills.

Koolitusel osalemise eeldused: Delegates attending this course should have technical skills such as application or SQL programming – expose to Python or R would be advantageous.

 

The training is held in cooperation with our partner QA.

Koolituse kirjeldus

Fundamentals of Data Science is a three day overview course which blends discussion and group exercises to explore the field of data science with applied real world examples and projects.

Teaching begins with a conceptual introduction to science, data science, big data and machine learning; followed by a litany of real-world data science and machine learning examples.

The remainder is divided into two parts: introduction to Python, and the application of the language in building a Machine Learning model (including data preparation, statistical tests, feature engineering, modelling and evaluation).

Koolituse teemad

  • Intro to Science and Business
  • Intro to Big Data
  • Intro to Machine Learning
  • Intro to Mathematics
  • Intro to Statistics
  • Intro to Python

Koolituse õpiväljundid

At the end of this course attendees will know:

  • how to clean and prepare your data for analysis;
  • how to perform basic visualisation of your data;
  • how to model your data;
  • how to curve-fit your data.

Koolituse lõpetamise tingimused: õpiväljundite saavutamist kontrollitakse ja hinnatakse läbi iseseisva praktilise töö.

 

Koolitushind sisaldab:

  • koolitust;
  • õppematerjale;
  • tunnistust.

Lisaks pakume:

  • sooje jooke koos küpsistega;
  • lõunasööki igal koolituspäeval.

 

Täienduskoolituse õppekavarühm: informatsiooni- ja kommunikatsioonitehnoloogia interdistsiplinaarne õppekavarühm

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Koolitusel osalemine
Vabu kohti: saadaval
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Kuupäev

15.sept. 2020 - 17.sept. 2020

Kellaaeg

3 päeva
09:00 - 16:30

Hind

1990 +km

Asukoht

Nordic Koolitus
Lõõtsa 5, 11415 Tallinn
Valdkonnad
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Koolitaja