Fundamentals of Data Science
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.
Kirjeldus
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).
Eesmärk
Anybody with an interest in Data Science and improve their data mining and statistical modelling skills.
Sihtgrupp
Delegates attending this course should have technical skills such as application or SQL programming – expose to Python or R would be advantageous.
Programm
- Intro to Science and Business
- Intro to Big Data
- Intro to Machine Learning
- Intro to Mathematics
- Intro to Statistics
- Intro to Python
Omandatavad oskused
- 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.
Lisainfo
Koolitushind sisaldab:
- koolitust;
- õppematerjale;
- tunnistust.
- sooje jooke koos küpsistega;
- lõunasööki igal koolituspäeval.
Investeering
Hind kokkuleppel
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