Fundamentals of Machine Learning
This 3-day course will enable you to better understand what Machine Learning is, including the fundamental practices and principles. At the end of the course you’ll be able to create simple Machine Learning models using Python and R.
Description
Aimed at people with existing technological and mathematical background looking to get a quick exposure to mathematics and techniques of Machine Learning. Delegates wish to take this course should have already completed ‘Fundamentals of Data Science’ or have the equivalent level of knowledge.
Goal
At the end of this course attendees will know: the fundamentals of Machine Learning methodologies and algorithms; the mathematics required for understanding and using Machine Learning algorithms; R Machine Learning packages. At the end of this course attendees will be able to: build Machine Learning models using R; perform regression analysis; perform computer simulations using R; perform validation of Machine Learning models using R to evaluate the quality of models.
Who it is for
Aimed at people with existing technological and mathematical background looking to get a quick exposure to mathematics and techniques of Machine Learning. Delegates wish to take this course should have already completed ‘Fundamentals of Data Science’ or have the equivalent level of knowledge.
Prerequisites
Delegates wish to take this course should have already completed ‘Fundamentals of Data Science’ or have the equivalent level of knowledge.
Programme
- Intro to Science, Data Science and Big Data
- Intro to Machine Learning
- Intro to Mathematics
- Intro to Statistics
- Intro to Python
- Intro to Python for Data Science
- Machine Learning with Python
Skills you will gain
At the end of this course attendees will know: the fundamentals of Machine Learning methodologies and algorithms; the mathematics required for understanding and using Machine Learning algorithms; R Machine Learning packages. At the end of this course attendees will be able to: build Machine Learning models using R; perform regression analysis; perform computer simulations using R; perform validation of Machine Learning models using R to evaluate the quality of models.
Additional information
- koolitust;
- õppematerjale;
- tunnistust.
- sooje jooke koos küpsistega;
- lõunasööki igal koolituspäeval.
Price
Price on request
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Aitame koostada päringu
This course last ran in October 2020. We do not know yet whether or when it will run again — that is why it is still here. Ask us if you are interested.
Tell me when this course runs again
This course is not running at the moment. Leave your contact details and we will let you know when it, or a similar course, is back in the calendar.
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Otsid midagi muud?
Aitame leida sarnase koolituse või koostada tiimile eraldi pakkumise — vestle meiega.