diff --git a/source/classification1.Rmd b/source/classification1.Rmd index de481316a..331b7914b 100644 --- a/source/classification1.Rmd +++ b/source/classification1.Rmd @@ -1500,15 +1500,12 @@ wkflw_plot ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Classification I: training and predicting" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. - - +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Classification I: training and predicting" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. diff --git a/source/classification2.Rmd b/source/classification2.Rmd index ee4672d95..984ccafad 100644 --- a/source/classification2.Rmd +++ b/source/classification2.Rmd @@ -1678,17 +1678,15 @@ fwd_sel_accuracies_plot ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Classification II: evaluation and tuning" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. - +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Classification II: evaluation and tuning" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. ## Additional resources diff --git a/source/clustering.Rmd b/source/clustering.Rmd index db6554aa0..e9cd7c925 100644 --- a/source/clustering.Rmd +++ b/source/clustering.Rmd @@ -1161,16 +1161,19 @@ elbow_plot ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Clustering" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Clustering" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + + + + ## Additional resources - Chapter 10 of *An Introduction to Statistical diff --git a/source/inference.Rmd b/source/inference.Rmd index 195e9a666..4cc9321a1 100644 --- a/source/inference.Rmd +++ b/source/inference.Rmd @@ -1170,16 +1170,15 @@ statistical techniques you may learn about in the future! ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the two "Statistical inference" rows. -You can launch an interactive version of each worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of each worksheet by clicking "view worksheet." -If you instead decide to download the worksheets and run them on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the two "Statistical inference" rows. You can preview a +non-interactive version of each worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. ## Additional resources diff --git a/source/intro.Rmd b/source/intro.Rmd index 4f34b568d..63ee1b496 100644 --- a/source/intro.Rmd +++ b/source/intro.Rmd @@ -740,13 +740,14 @@ knitr::include_graphics("img/intro/help-filter.png") ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "R and the tidyverse" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "R and the tidyverse" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + + diff --git a/source/preface.Rmd b/source/preface.Rmd index 7cdc862fd..a10d3ac91 100644 --- a/source/preface.Rmd +++ b/source/preface.Rmd @@ -42,14 +42,13 @@ knitr::include_graphics("img/frontmatter/chapter_overview.png") Each chapter in the book has an accompanying worksheet that provides exercises to help you practice the concepts you will learn. We strongly recommend that you -work through the worksheet when you finish reading each chapter +work through the worksheet for each chapter before moving on to the next chapter. All of the worksheets are available at [https://worksheets.datasciencebook.ca](https://worksheets.datasciencebook.ca); the "Exercises" section at the end of each chapter points you to the right worksheet for that chapter. -For each worksheet, you can either launch an interactive version of the worksheet in your browser by clicking the "launch binder" button, -or preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup +For each worksheet, you can preview a non-interactive version of the worksheet by clicking "view worksheet." +To work on the exercises interactively, follow the instructions in the worksheets repository +to download all worksheets, and follow the instructions for computer setup found in Chapter \@ref(setup). This will ensure that the automated feedback and guidance that the worksheets provide will function as intended. diff --git a/source/reading.Rmd b/source/reading.Rmd index 82499fba2..d84607606 100644 --- a/source/reading.Rmd +++ b/source/reading.Rmd @@ -1334,16 +1334,17 @@ data you are requesting and how frequently you are making requests. ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Reading in data locally and from the web" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Reading in data locally and from the web" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + + ## Additional resources - The [`readr` documentation](https://readr.tidyverse.org/) diff --git a/source/regression1.Rmd b/source/regression1.Rmd index 610304259..d7e1b8811 100644 --- a/source/regression1.Rmd +++ b/source/regression1.Rmd @@ -887,15 +887,15 @@ regression has both strengths and weaknesses. Some are listed here: ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Regression I: K-nearest neighbors" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Regression I: K-nearest neighbors" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + diff --git a/source/regression2.Rmd b/source/regression2.Rmd index e1fc85169..f976d0091 100644 --- a/source/regression2.Rmd +++ b/source/regression2.Rmd @@ -917,17 +917,15 @@ that will serve you well when moving to more advanced books on the topic. ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Regression II: linear regression" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. - +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Regression II: linear regression" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. ## Additional resources diff --git a/source/setup.Rmd b/source/setup.Rmd index 29c2fb948..89a5a0040 100644 --- a/source/setup.Rmd +++ b/source/setup.Rmd @@ -40,11 +40,7 @@ By the end of the chapter, readers will be able to do the following: The worksheets containing exercises for this book are online at [https://worksheets.datasciencebook.ca](https://worksheets.datasciencebook.ca). -The worksheets can be launched directly from that page using the Binder links in the rightmost -column of the table. This is the easiest way to access the worksheets, but note that you will not -be able to save your work and return to it again later. -In order to save your progress, you will need to download the worksheets to your own computer and -work on them locally. You can download the worksheets as a compressed zip file +You can download the worksheets as a compressed zip file using [the link at the top of the page](https://github.com/UBC-DSCI/data-science-a-first-intro-worksheets/archive/refs/heads/main.zip). Once you unzip the downloaded file, you will have a folder containing all of the Jupyter notebook worksheets accompanying this book. See Chapter \@ref(jupyter) for diff --git a/source/version-control.Rmd b/source/version-control.Rmd index f2a199abc..83cfa0ab2 100644 --- a/source/version-control.Rmd +++ b/source/version-control.Rmd @@ -925,16 +925,17 @@ image_read("img/version-control/issue_06.png") |> ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Collaboration with version control" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Collaboration with version control" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + + ## Additional resources {#vc-add-res} diff --git a/source/viz.Rmd b/source/viz.Rmd index 8f7cabb37..f7c6bf545 100644 --- a/source/viz.Rmd +++ b/source/viz.Rmd @@ -1515,16 +1515,17 @@ knitr::include_graphics("img/viz/png-vs-svg.png") ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Effective data visualization" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Effective data visualization" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + + ## Additional resources - The [`ggplot2` R package page](https://ggplot2.tidyverse.org) [@ggplot] is diff --git a/source/wrangling.Rmd b/source/wrangling.Rmd index e116095ad..96ea7446f 100644 --- a/source/wrangling.Rmd +++ b/source/wrangling.Rmd @@ -1571,16 +1571,17 @@ Table: (#tab:summary-functions-table) Summary of wrangling functions ## Exercises -Practice exercises for the material covered in this chapter -can be found in the accompanying -[worksheets repository](https://worksheets.datasciencebook.ca) -in the "Cleaning and wrangling data" row. -You can launch an interactive version of the worksheet in your browser by clicking the "launch binder" button. -You can also preview a non-interactive version of the worksheet by clicking "view worksheet." -If you instead decide to download the worksheet and run it on your own machine, -make sure to follow the instructions for computer setup -found in Chapter \@ref(setup). This will ensure that the automated feedback -and guidance that the worksheets provide will function as intended. +Practice exercises for the material covered in this chapter can be found in the +accompanying [worksheets repository](https://worksheets.datasciencebook.ca) in +the "Cleaning and wrangling data" row. You can preview a +non-interactive version of the worksheet for this chapter by clicking "view +worksheet." To work on the exercises interactively, follow the instructions in +the worksheets repository to download all worksheets, and follow the +instructions for computer setup found in Chapter \@ref(setup). This will ensure +that the automated feedback and guidance that the worksheets provide will +function as intended. + +