├── .gitignore ├── Gemfile ├── Gemfile.lock ├── Guardfile ├── Lesson1_AWSML_Overview.ipynb ├── Lesson2_AWSML_Data_Engineering.ipynb ├── Lesson3_AWSML_Exploratory_Data_Analysis.ipynb ├── Lesson4_AWSML_Modeling.ipynb ├── Lesson5_AWSML_Operationalization.ipynb ├── Lesson6_AWSML_Production_ML_App.ipynb ├── Lesson7_AWSML_Case_Studies.ipynb ├── Makefile ├── README.md ├── SETUP ├── Makefile ├── README.md └── requirements.txt ├── TEMPLATE └── aws-ml-guide │ ├── Guardfile │ ├── _bibliography │ └── references.bib │ ├── _build │ └── images │ │ └── logo │ │ ├── download.svg │ │ ├── favicon.ico │ │ └── jupyter.png │ ├── _includes │ ├── buttons.html │ ├── buttons │ │ ├── download.html │ │ └── thebelab.html │ ├── fb_tags.html │ ├── google_analytics.html │ ├── head.html │ ├── js │ │ ├── anchors.html │ │ ├── dom-update.html │ │ ├── interact-update.html │ │ └── mathjax.html │ ├── search │ │ └── lunr │ │ │ └── lunr-en.js │ └── sidebar-toggle.html │ ├── _sass │ ├── components │ │ ├── _components.interact-button.scss │ │ ├── _components.page__nav.scss │ │ ├── _components.sidebar-toggle.scss │ │ ├── _components.textbook__sidebar-right.scss │ │ └── _components.thebelab.scss │ ├── elements │ │ ├── _elements.links.scss │ │ └── _elements.tables.scss │ ├── generic │ │ └── _generic.phone-scrolling.scss │ ├── inuitcss │ │ ├── elements │ │ │ ├── _elements.headings.scss │ │ │ ├── _elements.page.scss │ │ │ └── _elements.tables.scss │ │ ├── generic │ │ │ ├── _generic.box-sizing.scss │ │ │ ├── _generic.reset.scss │ │ │ └── _generic.shared.scss │ │ ├── objects │ │ │ ├── _objects.block.scss │ │ │ ├── _objects.crop.scss │ │ │ ├── _objects.list-bare.scss │ │ │ ├── _objects.list-inline.scss │ │ │ ├── _objects.media.scss │ │ │ └── _objects.table.scss │ │ ├── settings │ │ │ ├── _example.settings.config.scss │ │ │ └── _example.settings.global.scss │ │ ├── tools │ │ │ ├── _tools.clearfix.scss │ │ │ └── _tools.mq.scss │ │ └── utilities │ │ │ ├── _utilities.clearfix.scss │ │ │ └── _utilities.hide.scss │ ├── main.scss │ └── objects │ │ └── _objects.copy-button.scss │ ├── _site │ ├── 01 │ │ ├── 1 │ │ │ └── intro.html │ │ └── 3 │ │ │ ├── plotting-the-classics.html │ │ │ └── subsection │ │ │ └── subsectiontwo.html │ ├── 02 │ │ ├── 2 │ │ │ └── snow-s-grand-experiment.html │ │ ├── 3 │ │ │ └── establishing-causality.html │ │ ├── 4 │ │ │ └── randomization.html │ │ ├── 5 │ │ │ └── endnote.html │ │ └── causality-and-experiments.html │ ├── 03 │ │ ├── 1 │ │ │ └── Expressions.html │ │ ├── 2 │ │ │ └── Names.html │ │ ├── 3 │ │ │ └── Calls.html │ │ └── 4 │ │ │ └── introduction-to-tables.html │ ├── 04 │ │ ├── 1 │ │ │ └── Numbers.html │ │ ├── 2 │ │ │ └── Strings.html │ │ ├── 3 │ │ │ └── Comparison.html │ │ └── Types.html │ ├── Guardfile │ ├── Makefile │ ├── assets │ │ ├── custom │ │ │ ├── custom.css │ │ │ └── custom.js │ │ ├── images │ │ │ ├── copy-button.svg │ │ │ └── logo_binder.svg │ │ └── js │ │ │ └── scripts.js │ ├── features │ │ ├── citations.html │ │ └── notebooks.html │ ├── guide │ │ ├── 01-overview.html │ │ ├── 01_overview.html │ │ ├── 02-create.html │ │ ├── 03-build.html │ │ ├── 04-faq.html │ │ ├── 05-advanced.html │ │ └── 05_advanced.html │ ├── images │ │ ├── features │ │ │ ├── interact_1_1.png │ │ │ └── notebooks_6_0.png │ │ ├── logo │ │ │ ├── jupyter.png │ │ │ └── logo.png │ │ └── monty_hall_goat.png │ ├── index.html │ └── requirements.txt │ ├── assets │ ├── css │ │ └── styles.scss │ ├── custom │ │ ├── custom.css │ │ └── custom.js │ ├── html │ │ ├── index.html │ │ └── search_form.html │ ├── images │ │ ├── copy-button.svg │ │ └── logo_jupyterhub.svg │ └── js │ │ └── turbolinks.js │ ├── content │ ├── LICENSE.md │ └── images │ │ └── logo │ │ ├── download.svg │ │ └── jupyter.png │ ├── requirements.txt │ └── scripts │ ├── clean.py │ └── templates │ └── jekyllmd.tpl ├── _build ├── images │ ├── lessons │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_38_0.png │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_47_0.png │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_53_0.png │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_57_1.png │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_58_1.png │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_69_1.png │ │ ├── Lesson4_AWSML_Modeling_56_1.png │ │ ├── Lesson4_AWSML_Modeling_59_0.png │ │ ├── Lesson4_AWSML_Modeling_78_0.png │ │ └── Lesson7_AWSML_Case_Studies_58_1.png │ └── logo │ │ ├── jupyter.png │ │ └── logo.png ├── intro.md └── lessons │ ├── Lesson1_AWSML_Overview.md │ ├── Lesson2_AWSML_Data_Engineering.md │ ├── Lesson3_AWSML_Exploratory_Data_Analysis.md │ ├── Lesson4_AWSML_Modeling.md │ ├── Lesson5_AWSML_Operationalization.md │ ├── Lesson6_AWSML_Production_ML_App.md │ ├── Lesson7_AWSML_Case_Studies.md │ └── lessons.md ├── _config.yml ├── _data └── toc.yml ├── _includes ├── buttons.html ├── buttons │ ├── download.html │ └── thebelab.html ├── google_analytics.html ├── head.html ├── js │ ├── anchors.html │ ├── dom-update.html │ └── mathjax.html ├── search │ └── lunr │ │ └── lunr-en.js └── sidebar-toggle.html ├── _sass ├── components │ ├── _components.interact-button.scss │ ├── _components.page__nav.scss │ ├── _components.sidebar-toggle.scss │ ├── _components.textbook__sidebar-right.scss │ └── _components.thebelab.scss ├── elements │ ├── _elements.links.scss │ └── _elements.tables.scss ├── generic │ └── _generic.phone-scrolling.scss ├── inuitcss │ ├── elements │ │ ├── _elements.page.scss │ │ └── _elements.tables.scss │ ├── generic │ │ ├── _generic.box-sizing.scss │ │ ├── _generic.reset.scss │ │ └── _generic.shared.scss │ ├── objects │ │ ├── _objects.block.scss │ │ ├── _objects.crop.scss │ │ ├── _objects.list-inline.scss │ │ ├── _objects.media.scss │ │ ├── _objects.pack.scss │ │ └── _objects.table.scss │ ├── settings │ │ ├── _example.settings.config.scss │ │ └── _example.settings.global.scss │ ├── tools │ │ ├── _tools.clearfix.scss │ │ └── _tools.mq.scss │ └── utilities │ │ ├── _utilities.clearfix.scss │ │ └── _utilities.hide.scss ├── objects │ ├── _objects.copy-button.scss │ └── _objects.tooltip.scss └── settings │ └── settings.global.scss ├── _site ├── Guardfile ├── Lesson2_AWSML_Data_Engineering.ipynb ├── Lesson6_AWSML_Production_ML_App.ipynb ├── Lesson7_AWSML_Case_Studies.ipynb ├── Makefile ├── README.md ├── SETUP │ ├── Makefile │ ├── README.md │ └── requirements.txt ├── TEMPLATE │ └── aws-ml-guide │ │ ├── Gemfile │ │ ├── Guardfile │ │ ├── Makefile │ │ ├── assets │ │ ├── css │ │ │ └── styles.css │ │ ├── custom │ │ │ ├── custom.css │ │ │ └── custom.js │ │ ├── images │ │ │ ├── copy-button.svg │ │ │ └── logo_binder.svg │ │ └── js │ │ │ └── turbolinks.js │ │ ├── content │ │ ├── LICENSE.md │ │ └── images │ │ │ ├── C-3PO_droid.png │ │ │ └── logo │ │ │ ├── download.svg │ │ │ ├── favicon.ico │ │ │ └── logo.png │ │ ├── requirements.txt │ │ └── scripts │ │ └── clean.py ├── assets │ ├── css │ │ └── styles.css │ ├── custom │ │ ├── custom.css │ │ └── custom.js │ └── js │ │ ├── ga.js │ │ ├── lunr │ │ └── lunr.min.js │ │ ├── scripts.js │ │ └── turbolinks.js ├── content │ ├── LICENSE.md │ ├── features │ │ └── cool.jpg │ ├── images │ │ ├── logo.png │ │ └── logo │ │ │ └── download.svg │ ├── intro.md │ └── lessons │ │ ├── Lesson2_AWSML_Data_Engineering.ipynb │ │ ├── Lesson6_AWSML_Production_ML_App.ipynb │ │ ├── Lesson7_AWSML_Case_Studies.ipynb │ │ └── lessons.md ├── features │ ├── features.html │ ├── markdown.html │ └── notebooks.html ├── images │ ├── lessons │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_38_0.png │ │ ├── Lesson3_AWSML_Exploratory_Data_Analysis_53_0.png │ │ ├── Lesson4_AWSML_Modeling_59_0.png │ │ └── Lesson4_AWSML_Modeling_78_0.png │ ├── logo.png │ └── logo │ │ ├── download.svg │ │ └── favicon.ico ├── index.html ├── intro.html ├── lessons │ ├── Lesson1_AWSML_Overview.html │ ├── Lesson2_AWSML_Data_Engineering.html │ ├── Lesson3_AWSML_Exploratory_Data_Analysis.html │ ├── Lesson4_AWSML_Modeling.html │ ├── Lesson5_AWSML_Operationalization.html │ ├── Lesson6_AWSML_Production_ML_App.html │ ├── Lesson7_AWSML_Case_Studies.html │ ├── lesson1-awsml-overview.html │ ├── lesson2-awsml-data-engineering.html │ ├── lesson3-awsml-exploratory-data-analysis.html │ ├── lesson4-awsml-modeling.html │ ├── lesson5-awsml-operationalization.html │ ├── lesson6-awsml-production-ml-app.html │ ├── lesson7-awsml-case-studies.html │ └── lessons.html ├── redirects.json ├── requirements.txt └── search.html ├── assets ├── css │ └── styles.scss ├── custom │ ├── custom.css │ └── custom.js ├── html │ ├── index.html │ └── search_form.html ├── images │ ├── copy-button.svg │ ├── logo_binder.svg │ └── logo_jupyterhub.svg └── js │ ├── ga.js │ └── turbolinks.js ├── content ├── LICENSE.md ├── features │ └── features.md ├── images │ └── logo │ │ └── logo.png ├── intro.md └── lessons │ ├── Lesson1_AWSML_Overview.ipynb │ ├── Lesson2_AWSML_Data_Engineering.ipynb │ ├── Lesson3_AWSML_Exploratory_Data_Analysis.ipynb │ ├── Lesson4_AWSML_Modeling.ipynb │ ├── Lesson5_AWSML_Operationalization.ipynb │ ├── 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