Azure Machine Learning for the - Atea · Machine learning is a TOOL Azure is the perfect TOOLBOX We...

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Azure Machine Learning for the ABSOLUTE BEGINNER Alexander Arvidsson [email protected]

Transcript of Azure Machine Learning for the - Atea · Machine learning is a TOOL Azure is the perfect TOOLBOX We...

Page 1: Azure Machine Learning for the - Atea · Machine learning is a TOOL Azure is the perfect TOOLBOX We have only scratched the SURFACE. Thank you! alexander.arvidsson@atea.se. Title:

Azure Machine Learning

for the

ABSOLUTE BEGINNER

Alexander Arvidsson

[email protected]

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Principal Solutions Architect @ Atea

| Data Platform MVP | Speaker | Blogger |

| Podcaster | Plurals ight author |

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Machine learning (ML) is the scientific

study of ALGORITHMS and

STATISTICAL MODELS that computer

systems use to

PROGRESSIVELY IMPROVE performance

for a SPECIFIC TASK.

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Machine learning algorithms build a

MATHEMATICAL MODEL of sample data,

known as TRAINING DATA, in order to

make predictions or decisions

WITHOUT BEING EXPLICITLY

programmed to perform the task.

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Page 9: Azure Machine Learning for the - Atea · Machine learning is a TOOL Azure is the perfect TOOLBOX We have only scratched the SURFACE. Thank you! alexander.arvidsson@atea.se. Title:
Page 10: Azure Machine Learning for the - Atea · Machine learning is a TOOL Azure is the perfect TOOLBOX We have only scratched the SURFACE. Thank you! alexander.arvidsson@atea.se. Title:
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Using STATISTICAL MODELS

to find PATTERNS in the data

to PREDICT outcomes where

NO DATA EXISTS

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SUPERVISED learningClassification (categorization)

Regression (predicted value)

Anomaly detection

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SUPERVISED learning

UNSUPERVISED learning

Classification (categorization)

Regression (predicted value)

Anomaly detection

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Column1 Column2 Column3 Column4 Column5 Column6 Column7 Column8

842302M 17.99 10.38 122.8 1001 0.1184 0.2776

842517M 20.57 17.77 132.9 1326 0.08474 0.07864

84300903M 19.69 21.25 130 1203 0.1096 0.1599

84348301M 11.42 20.38 77.58 386.1 0.1425 0.2839

84358402M 20.29 14.34 135.1 1297 0.1003 0.1328

843786M 12.45 15.7 82.57 477.1 0.1278 0.17

84862001M 16.13 20.68 108.1 798.8 0.117 0.2022

849014M 19.81 22.15 130 1260 0.09831 0.1027

8510426B 13.54 14.36 87.46 566.3 0.09779 0.08129

8510653B 13.08 15.71 85.63 520 0.1075 0.127

8510824B 9.504 12.44 60.34 273.9 0.1024 0.06492

8511133M 15.34 14.26 102.5 704.4 0.1073 0.2135

851509M 21.16 23.04 137.2 1404 0.09428 0.1022

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Column1 Column2 Column3 Column4 Column5 Column6 Column7 Column8

842302M 17.99 10.38 122.8 1001 0.1184 0.2776

842517M 20.57 17.77 132.9 1326 0.08474 0.07864

84300903M 19.69 21.25 130 1203 0.1096 0.1599

84348301M 11.42 20.38 77.58 386.1 0.1425 0.2839

84358402M 20.29 14.34 135.1 1297 0.1003 0.1328

843786M 12.45 15.7 82.57 477.1 0.1278 0.17

84862001M 16.13 20.68 108.1 798.8 0.117 0.2022

849014M 19.81 22.15 130 1260 0.09831 0.1027

8510426B 13.54 14.36 87.46 566.3 0.09779 0.08129

8510653B 13.08 15.71 85.63 520 0.1075 0.127

8510824B 9.504 12.44 60.34 273.9 0.1024 0.06492

8511133M 15.34 14.26 102.5 704.4 0.1073 0.2135

851509M 21.16 23.04 137.2 1404 0.09428 0.1022

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Getting startedML studio – automatgenererade modeller

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How can

machine learning

be USED?

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EDGE SERVICE

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Copyright© 2018 M3dicine

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Machine learning is a TOOL

Azure is the perfect TOOLBOX

We have only scratched the SURFACE

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Thank you!

[email protected]


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