GitHub - OneMoreDavid/Designing-and-Implementing-a-Data-Science-Solution-on-Azure: Designing and Implementing a Data Science Solution on Azure [DP-100 Cert Exam Prep]

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Designing and Implementing a Data Science Solution on Azure [DP-100 Cert Exam Prep]

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Name		Name	Last commit message	Last commit date
Latest commit History 56 Commits
00-explore-and-analyse-data-with-python		00-explore-and-analyse-data-with-python
01-intro-to-ml		01-intro-to-ml
02-build-classical-supervised-ml-models		02-build-classical-supervised-ml-models
03-intro-to-data-for-ml		03-intro-to-data-for-ml
04-explore-and-analyse-data-with-python		04-explore-and-analyse-data-with-python
04-understand-regression-ml		04-understand-regression-ml
05-refine-and-test-ml-models		05-refine-and-test-ml-models
06-regression-models		06-regression-models
07-decision-trees		07-decision-trees
08-confusion-matrix-and-data-imbalances		08-confusion-matrix-and-data-imbalances
09-measure-and-optimise-model-performance-with-ROC-and-AUC		09-measure-and-optimise-model-performance-with-ROC-and-AUC
__pycache__		__pycache__
challenge-data		challenge-data
1-3-exercise-create-ml-model.ipynb		1-3-exercise-create-ml-model.ipynb
1-5-exercise-improve-models.ipynb		1-5-exercise-improve-models.ipynb
1-7-exercise-test-ml-models.ipynb		1-7-exercise-test-ml-models.ipynb
2-3-exercise-separate-data-test-model.ipynb		2-3-exercise-separate-data-test-model.ipynb
2-5-exercise-optimize-models.ipynb		2-5-exercise-optimize-models.ipynb
2-7-exercise-implement-gradient-descent.ipynb		2-7-exercise-implement-gradient-descent.ipynb
DP-100_StudyGuide_ENU_FY23Q1_7.1.pdf		DP-100_StudyGuide_ENU_FY23Q1_7.1.pdf
avalanche_dog_boot_model.pkl		avalanche_dog_boot_model.pkl
doggy-boot-harness.csv		doggy-boot-harness.csv
doggy-boot-harness.csv.1		doggy-boot-harness.csv.1
graphing.py		graphing.py
graphing.py.1		graphing.py.1
graphing.py.2		graphing.py.2
graphing.py.3		graphing.py.3
graphing.py.4		graphing.py.4
interesting-python-snips.ipynb		interesting-python-snips.ipynb
m0b_optimizer.py		m0b_optimizer.py
microsoft_custom_linear_regressor.py		microsoft_custom_linear_regressor.py
seattleWeather_1948-2017.csv		seattleWeather_1948-2017.csv
seattleWeather_1948-2017.csv.1		seattleWeather_1948-2017.csv.1
seattleWeather_1948-2017.csv.2		seattleWeather_1948-2017.csv.2