Adding next iteration of materials

aterrel · Oct 12, 2020 · 30ba95c · 30ba95c
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Showing 20 changed files with 550 additions and 26 deletions.
diff --git a/.gitignore b/.gitignore
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+notebooks/Rexhomes model notebook rubric.ipynb
diff --git a/data/IrisDataSet.csv.gz b/data/IrisDataSet.csv.gz
diff --git a/environment.yml b/environment.yml
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+name: nb_rubric
+
+channels:
+  - defaults
+  - conda-forge
+
+dependencies:
+  - bokeh
+  - jupyter
+  - jupyter_contrib_nbextensions
+  - jupyter_nbextensions_configurator
+  - matplotlib
+  - pandas
+  - pip
+  - s3fs
+  - seaborn
+  - scikit-learn
+  - statsmodels
+  - xgboost
+  - pip:
+    - fancyimpute
+    - pandas-profiling
diff --git a/images/MLflow-logo-final-white-TM.png b/images/MLflow-logo-final-white-TM.png
diff --git a/images/austin-neill-emH2e5SBifE-unsplash.jpg b/images/austin-neill-emH2e5SBifE-unsplash.jpg
diff --git a/images/bentoml-readme-header.jpeg b/images/bentoml-readme-header.jpeg
diff --git a/images/casey-horner-y7jrFSlVZAQ-unsplash-cropped.jpg b/images/casey-horner-y7jrFSlVZAQ-unsplash-cropped.jpg
diff --git a/images/casey-horner-y7jrFSlVZAQ-unsplash.jpg b/images/casey-horner-y7jrFSlVZAQ-unsplash.jpg
diff --git a/images/guillaume-bolduc-uBe2mknURG4-unsplash.jpg b/images/guillaume-bolduc-uBe2mknURG4-unsplash.jpg
diff --git a/images/mapr-lambda-architecture.png b/images/mapr-lambda-architecture.png
diff --git a/images/noaa-3duT-54VuK8-unsplash.jpg b/images/noaa-3duT-54VuK8-unsplash.jpg
diff --git a/images/provbook-example.png b/images/provbook-example.png
diff --git a/images/redis-ai.png b/images/redis-ai.png
diff --git a/images/richards-event-architecture.png b/images/richards-event-architecture.png
diff --git a/images/sculley-et-al_hidden-tech-debt-ml.png b/images/sculley-et-al_hidden-tech-debt-ml.png
diff --git a/images/terrel-breakdown-of-on-node-monitors.png b/images/terrel-breakdown-of-on-node-monitors.png
diff --git a/images/terrel-system-diagram.png b/images/terrel-system-diagram.png
diff --git a/images/whoisbenjamin-ApJp5Nk24a0-unsplash.jpg b/images/whoisbenjamin-ApJp5Nk24a0-unsplash.jpg
diff --git a/notebooks/01_model_review.ipynb b/notebooks/01_model_review.ipynb
diff --git a/notebooks/environment.yml b/notebooks/environment.yml
@@ -0,0 +1,22 @@
+name: nb_rubric
+
+channels:
+  - defaults
+  - conda-forge
+
+dependencies:
+  - bokeh
+  - jupyter
+  - jupyter_contrib_nbextensions
+  - jupyter_nbextensions_configurator
+  - matplotlib
+  - pandas
+  - pip
+  - s3fs
+  - seaborn
+  - scikit-learn
+  - statsmodels
+  - xgboost
+  - pip:
+    - fancyimpute
+    - pandas-profiling