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Machine Learning Course
Notlolla matla a boithuto ba mochini ka khoaso ea rona e felletseng e etselitsoeng litsebi tsa theknoloji. Kena ka ho bokella le ho hlahloba data u sebelisa Pandas le NumPy, ithute maqheka a ho arola dataset, 'me u hlahlobe mefuta ka nepo. Ithute mekhoa ea bohlokoa ea ho lokisa data, hlahloba khetho e tsoetseng pele ea mefuta, 'me u fumane leseli ka mefuta ea regression joalo ka lifate tsa liqeto le Meru e sa Reriloeng. Ntlafatsa tsebo ea hau ka litaba tse sebetsang, tsa boleng bo holimo tse netefatsang hore u se u loketse ho sebetsana le mathata a nnete a lefats'e. Kena hona joale 'me u fetole mosebetsi oa hau!
- Tseba ho sebetsana le data: Kenya, hlahloba, 'me u khethe li-dataset ka Pandas le NumPy.
- Kenya tšebetsong ho aroloa ha dataset: Sebelisa mekhoa ea cross-validation le stratified sampling.
- Hlahloba ts'ebetso ea mohlala: Utloisisa metrics ea MAE, MSE, le R-squared.
- Lokisa data ka katleho: Sebetsana le litekanyetso tse sieo 'me u ngole mefuta e fapaneng.
- Ntlafatsa mefuta: Fetola li-hyperparameter 'me u sebelise mekhoa ea kopano.

from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
Notlolla matla a boithuto ba mochini ka khoaso ea rona e felletseng e etselitsoeng litsebi tsa theknoloji. Kena ka ho bokella le ho hlahloba data u sebelisa Pandas le NumPy, ithute maqheka a ho arola dataset, 'me u hlahlobe mefuta ka nepo. Ithute mekhoa ea bohlokoa ea ho lokisa data, hlahloba khetho e tsoetseng pele ea mefuta, 'me u fumane leseli ka mefuta ea regression joalo ka lifate tsa liqeto le Meru e sa Reriloeng. Ntlafatsa tsebo ea hau ka litaba tse sebetsang, tsa boleng bo holimo tse netefatsang hore u se u loketse ho sebetsana le mathata a nnete a lefats'e. Kena hona joale 'me u fetole mosebetsi oa hau!
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Develop skills
- Tseba ho sebetsana le data: Kenya, hlahloba, 'me u khethe li-dataset ka Pandas le NumPy.
- Kenya tšebetsong ho aroloa ha dataset: Sebelisa mekhoa ea cross-validation le stratified sampling.
- Hlahloba ts'ebetso ea mohlala: Utloisisa metrics ea MAE, MSE, le R-squared.
- Lokisa data ka katleho: Sebetsana le litekanyetso tse sieo 'me u ngole mefuta e fapaneng.
- Ntlafatsa mefuta: Fetola li-hyperparameter 'me u sebelise mekhoa ea kopano.
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