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Mar 20, 2023
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Jeff Leek
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If you liked JHU Advanced Data Science...
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March 2021
Design choices for Advanced Data Science during the pandemic
Hi Everyone Hope you are all well! I wrote a piece on my new blog about design choices we made in creating this course last term…
Mar 16, 2021
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Jeff Leek
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Design choices for Advanced Data Science during the pandemic
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December 2020
JHU ADS 2020 Week 16 - Advanced Data Science Course Wrap-up
Thanks for following along with JHU Advanced Data Science! Read the course wrap up here: We hope you’ve picked up something useful that you can use in…
Dec 21, 2020
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Jeff Leek
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JHU ADS 2020 Week 16 - Advanced Data Science Course Wrap-up
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JHU ADS 2020 Week 15 -Data science ethics
At the end of this lesson you will be able to: Identify key ethical issues throughout the data science process Understand that data science ethics goes…
Dec 14, 2020
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Jeff Leek
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JHU ADS 2020 Week 15 -Data science ethics
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JHU ADS 2020 Week 14 -Working with collaborators
At the end of this lesson you will be able to: Define the types of relationships you will have as a data scientist Know how to be a helpful “data…
Dec 7, 2020
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Jeff Leek
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JHU ADS 2020 Week 14 -Working with collaborators
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November 2020
JHU ADS 2020 Week 13 -Debugging Data Analyses
At the end of this lesson you will be able to: Define the set of expected outcomes for an analytic system Define a data analytic anomaly Describe the…
Nov 30, 2020
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Jeff Leek
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JHU ADS 2020 Week 13 -Debugging Data Analyses
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JHU ADS 2020 Week 12 - Data analytic presentations
At the end of this lesson you will be able to: Identify the types and lengths of data analysis presentations Identify and create the key components of…
Nov 16, 2020
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Jeff Leek
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JHU ADS 2020 Week 12 - Data analytic presentations
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JHU ADS 2020 Week 11 - Writing methods papers
At the end of this lesson you will be able to: Identify the differences between a methodological and data analysis paper Structure and write the…
Nov 9, 2020
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Jeff Leek
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JHU ADS 2020 Week 11 - Writing methods papers
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JHU ADS 2020 Week 10 - Publication quality figures and tables
At the end of this lesson you will be able to: Distinguish exploratory from expository figures Apply the steps to create expository, publication…
Nov 2, 2020
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Jeff Leek
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JHU ADS 2020 Week 10 - Publication quality figures and tables
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October 2020
JHU ADS 2020 Week 9 - Data analysis papers and telling stories with data
At the end of this lesson you will be able to: Understand the central dramatic argument, structure, and form of a data analysis Use “therefore” and…
Oct 26, 2020
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Jeff Leek
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JHU ADS 2020 Week 9 - Data analysis papers and telling stories with data
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JHU ADS 2020 Week 8 - Modeling Data
At the end of this lesson you will be able to: Define the central dogmas of prediction and inference Identify the key components of a modeling process…
Oct 21, 2020
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Jeff Leek
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JHU ADS 2020 Week 8 - Modeling Data
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JHU ADS 2020 Week 7 - Exploratory Data Analysis
At the end of this lesson you will be able to: Apply an exploratory data analysis framework to refine questions Apply an exploratory data anaylsis…
Oct 12, 2020
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Jeff Leek
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JHU ADS 2020 Week 7 - Exploratory Data Analysis
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