AL30- Azure Lab - Run a training script as a command job in Azure Machine Learning

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University of California, Berkeley *

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101

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Computer Science

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Nov 24, 2024

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@ sunesis s Do st x | ] Coment x = I8 T 0 X | Coue Homepage-SUANE. | A miedo100 b -Miconlt X A Anue Al Machine Lowning X | b i < 5> c (& mps ubio/msle instructions/02- ohinetes. £ % % O @ 5 C 8 nips//miamrecom/id-80281a10-0ckd4uT-016e- 03201 SR abscriptons/st. £ % % O @ & st 8. AnemminSep [} UTD ) Colge A B Sommrici e & Sl & St » | 0 At | % i & Az Sep [} 1D (D Cloge e 5 Srmmiacan i 8 Saiam 0 Suam » . o Container ragistry: None (ane il be created automatcalythefst - N setore time you deploy @ mode to container) £ O 0 i | medpoiiy yousan 3. Wit fo the workspace an is associated resources tobe creted - this = typically takes around 5 minutes. < mlw-dp100-labs ~ | | e fra = o ven e ctons st s hough s vt et sty cstom i | | | | [ Ky for dat encypion We won't us thse options nthis execcise - bt you Generative Al with Prompt flow =~ snoukd b avareofthem e Azure B lams Explore the Azure Machine L d x Learning xplore the Azure Machine Learning studio & . -~ | i P! 9 : - e ‘Azure Machine Learning studio is a web-based portal through which you can i vl access the Azure Machine Learning workspace. You can use the Azure Machine |- y B B Rk g i s e Vo e fn— PTG [E— sk Widpedia i, SRRl O NI - EO sy 2 Confirmthak the esource group contains your Azue Machins Learming s o bl e s Sesinbicdeckmennae workspace, an Applcation Insights, a Key Veult and a Strage Account. a vt o gramdd o e ot NSty e s s Voo = |l - st [ ) 4. Select Launch studio from the Overview page. Another tab vl open in L e your browser to open the Azurs Machine Learing studic. ¥ iy e e e o h e . | Generative Al models - s - Noe the fren pages ot e o the s W ony he & = 2 . il symbols are visble in the menu, select the = icon to expand the menu and ® FRTTETITIE ) | (T, ol oot explore the names of the pages. ® =g Pl R oo 7.Nae the Authoing section, i nces Notabooks Automated ML, L and Deslgnar. These ar the three ways you can crate your own machine : Gt (s i o A e e s Notebook sampies o 8. Note the Assets section, which includes Data, Jobs, and Models among. 2 Dfher things Msetspreleheoonstined of cente ke trlfing o ° Getstartd: Train and deploy Index and search your own. Distrbuted GPU waning S it e o YN 0 B = o T o © Microsofttearming/msleamn-azure-mi | & o &l Ol ) L) rm -r azure-ml-labs -f git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.g: cd azure-ml-labs/Labs/@8 ./setup.sh & Cop pip uninstall azure-ai-ml pip install azure-ai-ml
& git clone https://github. con/MicrosoftLearning/mslearn-azure-n] python train-model-parameters.py --training_data diabetes.csv
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