From 3440d57e0ca251ca70293c1b8563cfa363f6e875 Mon Sep 17 00:00:00 2001 From: Daniel R Date: Thu, 28 Mar 2024 12:49:35 -0400 Subject: [PATCH] polishing repo --- .gitignore | 4 +- 01-slides/advanced_unix_slides.pdf | Bin 5224403 -> 0 bytes 01-slides/optional_unix_slides.pdf | Bin 0 -> 643274 bytes 01-slides/unix_slides.pdf | Bin 673532 -> 224188 bytes 04-instructors/lessons/ethics_slides.md | 113 -------- 04-instructors/lessons/foundation_slides.md | 259 ------------------ 04-instructors/lessons/inequity_slides.md | 206 -------------- ...unix_slides.md => optional_unix_slides.md} | 0 README.md | 2 +- 9 files changed, 3 insertions(+), 581 deletions(-) delete mode 100644 01-slides/advanced_unix_slides.pdf create mode 100644 01-slides/optional_unix_slides.pdf delete mode 100644 04-instructors/lessons/ethics_slides.md delete mode 100644 04-instructors/lessons/foundation_slides.md delete mode 100644 04-instructors/lessons/inequity_slides.md rename 04-instructors/lessons/{advanced_unix_slides.md => optional_unix_slides.md} (100%) diff --git a/.gitignore b/.gitignore index d5c27526..58134cd7 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,3 @@ .DS_Store -/04-instructors/lessons/pdf/* -/04-instructors/lessons/html/* +./04-instructors/lessons/pdf/* +./04-instructors/lessons/html/* diff --git a/01-slides/advanced_unix_slides.pdf b/01-slides/advanced_unix_slides.pdf deleted file mode 100644 index 43e7b53899135374087082f619a7e2002540b168..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5224403 zcmeFZcT|&G`!;C90s;yG$3n3H0s?{p(y=04L_oSyr3UE)NE8)R6qG96f*>^_osdL8 zK%^-h0tA#6TIdNae0MnK{oZ$eYi7;NTJy(zGrz2L)`=l`o@eiU@4H;rb#K8NSFVXm zNysq^K7vc~+>Vn)^X36Vzjt=*{1f*r){bhs;!o$G*t_}S7ik*+6jonT4OYn1@yPnPh@^Jl| z%#xQJy*zK&d0a-gx+C1|+`I%XFiT!@bn&wD5Rkm)a@Wi5ik%I@7H*<#=jOn;i@e;0 z3(P7i%${Bzc6VKw{gS5pSF8^C;>S1FCX?em$C4;GboB;`|HIS0&-d?=d0e`ysygOr z=@mY=*ZMDx@Wvg8E4{)={Zu*r&Eo!Xr#>d%t1q8_leu_BE&A%zY2I;^7gf%4B1z@g zTNMin!+yh#3d@Kwy>t1W@+@hKi8EQ7bE;4O`}Kb?1E;-K3Fv3EO@(#2O^Veng`L~B zUJv$t50^6AuLPf+c#%@I`vbvis`dC8j=%r9?NY0if{zrE`RI!`i#z`QZ0}udueflR zn-K0`2*1-mPqp_I!Ry7@|6k2OU7FnDw{OdVC3;_sZ~GZn`|gX4>Q>BL`S87AmiKSF zQA>QY7?RRkuAo=2n@#szVB8(?_$Za-@8`XHwX1#Evp%x(TL_Z$d?_M5-{&QbnPolB zQeF+oac*m`Pmu0E-uB?)Wmb~%wrzn(bJN~Y$uG`bh`;cN2iJHNug1hE#{`J2PMH{9 z`W>JmCw)rBVivVb-`EpE(w=7A)fi(b!{5ZJ%WF@Qs5DJSOKZ8cDmu(4G43nA9{8+J zd2-IrTp}*=WsoOeT-HrE=Q}VVV@2sJqSBrjz=g2LrC#zmraf#Z zf`3D&{{oL-#(wEQ;U)x`$La^J^d+y{ui5^c+rDPVAqGBcs(+g3`-mOP{Z#kou)NcY zmY0q3ih7@!N{FtsruJ|R#JHmrnKv@QjqzOYq@r!Q$gUgeq@ULSCzk6Jn>kHZ20u=+v@NtRLxoh7o8=u8m1>NmiN02Azbv? 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qrztKA(7_)327MGX6!;&&*V)C`$;HFz9W((z&VQu*>FA_Xr2iL$ycj3| diff --git a/04-instructors/lessons/ethics_slides.md b/04-instructors/lessons/ethics_slides.md deleted file mode 100644 index dc22c23d..00000000 --- a/04-instructors/lessons/ethics_slides.md +++ /dev/null @@ -1,113 +0,0 @@ ---- -marp: true -theme: dsi-certificates-theme -_class: invert -paginate: true ---- - -# Ethics -``` -$ echo "Data Sciences Institute" -``` - ---- - - -##### Why Should We Care About Ethics in Data Science? - ---- - - -## `Who Counts in Our Datasets?` - ---- - -![w:950](../pics/torontocrime.png) - ---- - -![w:950](../pics/covidcases.png) - ---- - -![w:500](../pics/drivingtrends.png) -- [Kieran Healy](https://kieranhealy.org/blog/archives/2020/05/21/the-kitchen-counter-observatory/) - ---- - -![w:750](../pics/census.png) - ---- - -##### Os Keyes: 'Counting the Countless' -> Trans lives are ultimately about autonomy: the freedom to set one's own path. Society isn’t a tremendous fan of this. - ---- -> ..."administrative violence" refers to how administrative systems, like the law—operated by the state's white supremacist capitalist patriarchy—"create narrow categories of gender and force people into them in order to get their basic needs met." - ---- -> 'Data violence' is the perpetuation of violence through data systems, including YouTube’s recommender algorithm, facial recognition, and online advertising. - ---- - - - -How do data science practices exclude people or communities? - ---- - -- Normalizing and Standardizing - - Open text boxes create data that is difficult to clean - - - A quantitative approach forces us to make buckets and decide the definitions of gender and constrains people's decisions to those buckets -- Consistency - - Big data encourages us to collect as much data as possible in a standardized way - - - Developing a data history means that variation from the previously determined standardized approach complicates data collection thus is discouraged - ---- - - - -Insurance companies are making decisions based on health data (ex. food you buy, exercise, etc.) -
- -How might this practice exclude people or communities? - -Is this practice ethically responsible? - ---- - -> "The inhumane reduction of humanity to mere numbers." - ---- - -##### Kieran Healy: The Kitchen Counter Observatory -> Numbers and measures are crude; they pick up the wrong things; they strip out the meaning of what’s happening to real people; they make it easy to ignore what can’t be counted. There’s something to those complaints. But it’s mostly a lazy critique. In practice, I find that far from distancing you from questions of meaning, quantitative data forces you to confront them. - ---- - -Does the reductionist approach of data science simplify complex realities, or does it compel confrontation with them, as Healy suggests? - ---- - -##### Reforming Data Science -> With administrative violence, Spade notes how “reform” often benefits only the least marginalized while legitimizing the system and giving cover for it to continue its violence. - -We can see this in facial recognition where people of colour are not well recognized by the program, yet creating a better algorithm only benefits systems of control. - ---- - - - -Can you identify a product, algorithm, or program that further marginalizes communities? - -Do you believe data science can be reformed? - ---- -##### References -- Healy, 2020, ‘The Kitchen Counter Observatory’, https://kieranhealy.org/blog/archives/2020/05/21/the-kitchen-counter-observatory/. -- Jasmine Mithani and Alex Samuels: https://fivethirtyeight.com/features/who-the-census-misses/ -- Keyes, 2019, ‘Counting the Countless’, https://reallifemag.com/counting-the-countless/ -- NYTimes: https://www.nytimes.com/interactive/2021/us/new-york-covid-cases.html -- Rachael: https://github.com/rachaellam/Toronto-Crime-Rates/blob/main/outputs/paper/toronto_crime_analysis.pdf diff --git a/04-instructors/lessons/foundation_slides.md b/04-instructors/lessons/foundation_slides.md deleted file mode 100644 index e1a35a67..00000000 --- a/04-instructors/lessons/foundation_slides.md +++ /dev/null @@ -1,259 +0,0 @@ ---- -marp: true -theme: dsi-certificates-theme -_class: invert -paginate: true ---- - -# Foundations Overview -``` -$ echo "Data Sciences Institute" -``` - ---- -##### Why take this course? - -- Unix shells, more specifically bash, are powerful tools for quickly and easily navigating and manipulating files, scaling automated tasks, accessing Git and processing data. - -- Git is extremely important for the reproducibility of your work and collaborating with others on group projects. - -- Git is incredible at keeping a historical reference of the changes you make to your work and debugging your code. - -- GitHub hosts a vibrant community featuring educational resources, open-source projects, and events. - ---- -##### Learning Outcomes -1. Become comfortable with Unix basics and more complicated functions - -2. Learn how to use Git and GitHub in solo and group projects - -3. Learn to navigate and solve encountered problems - -4. Understand why reproducibility is important and how to make your code reproducible - ---- -5. Grasp the ethical considerations of who is and isn’t in our datasets - -6. Recognize past abuses of power and their continued influence - -7. Learn professional skills and how to work within a team - ---- -##### Prerequisites -Please come prepared with a GitHub account. - ---- -##### Assessments -- A series of formative assessments that continuously apply what we have learned in class - -- Attitudinal assessments to gauge students' feelings about the material and identify areas needing further review - -- One summative assessment that compiles all learned material - -- Written reflections - ---- -##### Course Reading Material -- Chacon and Straub, 2014, Pro Git, 2nd Edition. - -- Newham and Rosenblatt, 2005, Learning the bash shell: Unix shell programming, O'Reilly. - -- Timbers, Campbell, Lee, 2021, Data Science: A First Introduction, https://ubc-dsci.github.io/introduction-to-datascience/. - -- William E. Shotts, Jr., 2009, The Linux Command Line - -- Wilson, 2021, Building Software Together, https://buildtogether.tech/. - ---- - - -## `Unix` - ---- -##### Intro to Unix and Linux -Readings: Newham et al. chapter 1 & Scotts chapter 1 - -Unix encompasses many features. In this section, we will look at what Unix/Unix shells are and the differences between Unix and Linux, introduce Bash and understand why it’s important to learn. We will also get our environment set up so that we can try a few initial commands. - ---- -##### Navigate Files and Directories -Readings: Newham et al. chapter 1.6 & Scotts chapters 3-4 - -To begin, we’ll start with a bit of theory to understand directories and the differences between the types of paths and files. We’ll then look at some tools that will help us navigate our files and directories using different options and arguments. We’ll also learn a few commands that will help us quickly and easily navigate our system. - ---- -``` -$ ls -``` -``` -$ cd -``` -``` -$ pwd -``` - ---- -##### Working with Files and Directories -Readings: Newham et al. chapter 1.7 & Scotts chapters 5, 7, 11 - -In this section, we'll begin manipulating files and directories. This includes creating, copying, moving and more. We’ll then introduce inputs and outputs and how combine them into command pipes. - ---- -``` -$ cp -``` -``` -$ mv -``` -``` -$ mkdir -``` -``` -$ rm -``` -``` -$ ln -``` - ---- -##### Pipes and Filters -Readings: Newham et al. chapters 1.9-2 & Scotts chapters 8-9 + 13 - -Building on the last lesson, we will expand on pipes and introduce various filter commands that will help us gain more shell experience. We’ll also cover some important expansions and command line editing tips. - ---- -``` -$ cat -``` -``` -$ sort -``` -``` -$ uniq -``` -``` -$ grep -``` -``` -$ find -``` - ---- -##### Shell Scripts -Readings: Scotts chapter 25 - -Now, we will learn to group commands and compile them into shell scripts. This avoids writing commands one by one on the command line. We’ll build our first script and in the process discover how to write, run and store shell scripts. - ---- -##### Shell Functions -Readings: Newham et al. chapter 4 & Scotts chapters 26, 33, 35 - -A good practice in programming is to create functions which separate larger tasks into smaller tasks. We’ll learn the basic structure of functions, how to use self contained variables and parameters and further expand upon expansions. - ---- -``` -function name { - commands - returns -} -``` -``` -name () { - commands - returns -} -``` - ---- -##### Flow Control -Readings: Newham et al. chapter 5 & Scotts chapters 28, 30 - -In the final lesson of Unix Shell, we’ll introduce more advanced topics: if statements and loops. In doing so, we’ll be able to write scripts that make decisions based on true/false statements and allow portions of our program to repeat. - ---- -``` -x=5 -if [ $x = 5 ]; then - echo "x equals 5." -else - echo "x does not equal 5." -fi -``` - ---- - - -## `Git and GitHub` - ---- -##### Intro to Git and Github -Readings: Wilson chapter 1 & Timbers chapter 12.3-12.4, 13.3.1 - -Git and Github are extremely important for code revisions, reproducibility and collaboration. This introduction will discuss local, centralized and distributed version control as well as how to get started with Git using some of our knowledge from the Unix lessons. - ---- -##### Git Basics -Readings: Wilson chapter 2 - -At this point we’ll create our first repository in an existing directory or by cloning a directory. We’ll also introduce how to ignore files and why we might want to do that. - ---- -##### Git Commands -Readings: Wilson chapter 2 & Timbers chapter 12.5-12.6 - -This lesson will contain the most important Git commands. We’ll learn how to pull any changes, check the status of our work, commit changes, push them to our repository and even more commands and options. We’ll also discuss why adding messages to our commits is important and should be added to our practice. - ---- -##### Remote Repositories -Readings: Chacon and Straub chapter 2 & Timbers chapter 12.5-12.6 - -Here we will be focusing on remote repositories and the workflow you should adopt to appropriately collaborate with teammates. We'll learn commands such as `git remote`, `git pull` and `git push` during this section. - ---- -##### Branching and Pull Requests -Readings: Wilson chapter 3 - -Git is extremely useful for separating work that you want to develop and test from the main line to avoid damage. It does this through a feature called branching. We’ll be learning how to create these branches and merge them when our work is sufficient. - ---- -##### Collaborating -Readings: Wilson chapter 3 & Timbers chapter 12.8 - -Another amazing feature of Git is the ability to collaborate with others. We’ll discuss how to grant access to our repositories and how branching can help us collaborate. We’ll also go through some of the best practices when collaborating with others. - ---- -##### Dealing with Conflicts -Readings: Wilson chapter 6 - -Collaborating with others can produce several conflicts. We’ll explore some practices to deal with merge conflicts when multiple individuals are working on a project, as well as Github Issues as another tool in collaboration. We’ll end with some debugging using annotations and binary searches. - ---- - - -## `Important Considerations` - ---- -##### Problem Solving -Problem-solving is a crucial skill in coding. In this section we’ll learn how to identify the problem and effectively search for our solution using Google and Stack Overflow. We’ll also begin a discussion how how reproducibility makes a difference when asking for help. - ---- -##### Reproducibility -Reproducibility is crucial for reducing and addressing errors and increasing trust and transparency. We’ll have thorough discussions on the significance of reproducibility and how to practice it through code commenting, documentation writing and proper folder structures. - ---- -##### Ethics -When examining open-source projects on GitHub or other libraries, it’s important to not take the information and results we see at face-value. We’ll be discussing what to look for, and who might be inappropriately excluded from our data. We’ll be examining at several datasets to analyze the ethics of the project and what might be missing. - ---- -##### Inequality -When ethics are not taken into consideration, significant inequality can occur. We’ll further our understanding of what happens when ethics are dismissed and the past abuses of power that have occured under this massively harmful failure. - ---- -##### Professional Skills -We will conclude this module with a lesson on relevant and tech-based professional skills. This includes healthy work habits, time management and best practices in meetings. We’ll also discuss some team collaboration skills such as code reviews and sprint methodology. - - ---- - - -Discussion/Questions diff --git a/04-instructors/lessons/inequity_slides.md b/04-instructors/lessons/inequity_slides.md deleted file mode 100644 index 28edd6d4..00000000 --- a/04-instructors/lessons/inequity_slides.md +++ /dev/null @@ -1,206 +0,0 @@ ---- -marp: true -theme: dsi-certificates-theme -_class: invert -paginate: true ---- - - -# Inequity -``` -$ echo "Data Sciences Institute" -``` - ---- -##### Inequality vs. Inequity -Inequality: -- Uneven distribution of resources -- Unbalanced conditions -- Usually quantitative in nature -
- -Inequity: -- Avoidable differences arising from social circumstances -- The state of being unfair or unjust -- Typically qualitative in nature - ---- - - -Inequality usually emerges due to inequity. -
- -Can you think of any examples? - ---- -1. Lower salaries for female employees stems from gender inequity - -2. Job opportunities favouring white applicants stems from racial inequity - -3. Higher rate of Indigenous children in the child welfare system stems from a long history of structural inequity - ---- - - -## `Truth and Reconciliation` -###### `Missing Children and Unmarked Burials` - ---- - -##### The History of Residential Schools -- The Residential Schools System dates back to 1870, which was government-funded and church-led - -- The system's intention was to lead a cultural genocide to assimilate Indigenous children - -- More than 130 schools were established with more than 150,000 Indigenous students attending - -- Children were forcibly removed from their families - -- Families who resisted faced fines and or jail time - ---- -![bg left cover](../pics/Colonization.png) - -- Children did not see their families for years or interact with their family within the schools, unable to speak their language or practice their culture - ---- -![bg right cover](../pics/IRSburials.jpeg) -- Children received inadequate food, clothing, facilities, education, staff and medical treatment - -- Children faced severe and constant abuse with mortality rates ranging between 30-60% - ---- - -##### Oral Histories -- Using language such as *they* and *them* can create distance from ourselves and those we are speaking or learning about - -- Instead, the second person can help us feel closer to the stories of survivors and their testimonies - -- Oral histories is a significant practice for Indigenous Peoples. It is how knowledge is passed on. To respect the practice and values of Indigenous Peoples, we will engage with oral testimonies from survivors of the Residential School System - ---- - -##### [Rita's Story](https://legacyofhope.ca/wherearethechildren/stories/watcheston/) - -![w:900 center](../pics/rita.png) - ---- - -![bg right contain](../pics/medicinewheel.png) -##### Workshop -Medicine wheels are used by some Indigenous peoples to represent elements of a whole person. - -We'll use this tool as we listen to stories of Survivors and discuss everything together. - ---- -Physical: ->Possible items can include the physical descriptions of the home setting before Residential School, the settings at school, or any descriptions of locations after school that stand out to students. This can include all healthy forms of affection and/or inappropriate and harmful physical contact. Sports and games played, and events could be included here. Acts of violence and abuse would also go here. - ---- -Intellectual: ->Possible items to be placed here include thoughts the students had, reflections and understandings about life before school, the school itself, or after their time in school that they share. Students may also note what Survivors learned in school, what they thought about that learning and other mental activities required by the school. Students may also note its absence. - ---- -Spiritual: ->Separating children from their family, customs, languages and traditional ways of being was thought to be the only way to force them into the dominant religions of Canada. Experiences students could place here would be spiritual teachings from before Residential School, during, and after. Students may find that they put a lot into this category when Survivors talk about their return to culture, family and language as part of their healing journey - ---- -Emotional: ->There are likely to be many emotional moments in the Indigenous Survivors’ Oral Testimony. Students may struggle with determining whether to put something in this category or another category. Consider physical abuse – because of the nature of the experience, it may seem like it should go in physical; however, because of a strong response of a Survivor, it may seem to belong in the emotional category. Selecting either or both categories are accurate and demonstrates the multi-faceted impacts on Indigenous children - ---- - -![w:1000 center](../pics/legacyofhope.png) -[Legacy of Hope](https://legacyofhope.ca/wherearethechildren/stories/) - ---- - - -Let's discuss the stories that we heard and our medicine wheels -
-- What categorical decisions did we make? - -- What was challenging about these decisions? - -- Did you find yourselves noting things you might not otherwise have if you had not been asked specifically for these categories ? - ---- - - - -What are the consquences of this history for Indigenous Peoples today? - ---- -##### Intergenerational Impacts -The legacy of Residential Schools has had lasting impacts on Survivors and their families. Some include: -- Alcohol and drug abuse -- Educational blocks -- Higher rates of suicide -- Destruction of social support networks -- Missing and Murdered Indigenous Women and Girls -- Higher rate of children in the child welfare system (an extension of Residential Schools) - ---- -##### TRC: Calls to Action -To redress the legacy of colonization and residential schools, the Truth and Reconciliation Commission drafted 94 calls to action in 2012. Since then, only [13 have been completed](https://www.indigenouswatchdog.org/2022/04/05/trc-calls-to-action-status-may-13-2022/). - -Reading these call to actions can give us a good idea of some of the inequities that exist today - ---- ->1.ii. Providing adequate resources to enable Aboriginal communities and child-welfare organizations to keep Aboriginal families together where it is safe to do so, and to keep children in culturally appropriate environments, regardless of where they reside. - ---- ->6. We call upon the federal government to develop with Aboriginal groups a joint strategy to eliminate educational and employment gaps between Aboriginal and non-Aboriginal Canadians. - ---- ->23. We call upon all levels of government to:
-i. Increase the number of Aboriginal professionals working in the health-care field.
-ii. Ensure the retention of Aboriginal health-care providers in Aboriginal communities
-iii. Provide cultural competency training for all health-care professionals - ---- ->30. We call upon the federal, provincial, and territorial governments to commit to eliminating the overrepresentation of Aboriginal people in custody over the next decade, and to issue detailed annual reports that monitor and evaluate progress in doing so. - ---- - - -How does this relate to data science? - -How do we utilize this knowledge as we practice data science? - ---- -![bg left cover](../pics/protest1.png) -It's important as we move forward to understand inequity and the inequality it has produced. -
-It is not enough to discuss crime without discussing the overrepresentation of racialized people in the justice system. - ---- -![bg right cover](../pics/protest2.png) -It is not enough to discuss healthcare without discussing the difference of treatment between Indigenous and non-Indigenous people. - ---- -![bg left cover](../pics/protest3.png) -It's not enough to discuss the child welfare system without discussing the history of Residential Schools and the impact on Indigenous Peoples. - ---- -Resources -- [Activity Workshop](https://secureservercdn.net/198.71.233.37/jjk.2f4.myftpupload.com/wp-content/uploads/2020/02/Let-the-Truth-Be-Told-Guide-2018-V1.44-HR-compressed-1.pdf) -- [Reconciliation Dialogue Workshop](https://reconciliationcanada.ca/staging/wp-content/uploads/2020/02/RDW-Workshop-Booklet_v3final.pdf) -- [TRC Calls to Action](https://www.documentcloud.org/documents/2091412-trc-calls-to-action.html) -- [We Are The Children](https://legacyofhope.ca/wherearethechildren/stories/) - ---- -Potential Resources: -- [Reconciliation Dialogue Workshop](https://reconciliationcanada.ca/staging/wp-content/uploads/2020/02/RDW-Workshop-Booklet_v3final.pdf) - - History and intergenerational impacts of residential schools -- [TRC Calls to Action](https://www.documentcloud.org/documents/2091412-trc-calls-to-action.html) - - 94 calls to action to address the legacy of residential schools -- [Historica Canada Video](https://www.youtube.com/watch?v=VFgNI1lfe0A&ab_channel=HistoricaCanada) - - Quick video for the timeline of residential schools -- [Activity Workshop](https://secureservercdn.net/198.71.233.37/jjk.2f4.myftpupload.com/wp-content/uploads/2020/02/Let-the-Truth-Be-Told-Guide-2018-V1.44-HR-compressed-1.pdf) - - Understanding the importance of oral histories - - Discussions of agency, language and allyship - ---- -- [We Are The Children](https://legacyofhope.ca/wherearethechildren/stories/) - - First hand accounts of experiences in residential schools diff --git a/04-instructors/lessons/advanced_unix_slides.md b/04-instructors/lessons/optional_unix_slides.md similarity index 100% rename from 04-instructors/lessons/advanced_unix_slides.md rename to 04-instructors/lessons/optional_unix_slides.md diff --git a/README.md b/README.md index 033dc7da..6d628d22 100644 --- a/README.md +++ b/README.md @@ -68,7 +68,7 @@ The schedule is tentative and may be modified as needed. Learners will be notifi * Learners are encouraged to ask questions, and collaborate with others to enhance learning. * Learners must have a computer and an internet connection to participate in online activities. * Learners must not use generative AI such as ChatGPT to generate code in order to complete assignments. It should be used as a supportive tool to seek out answers to questions you may have. -* We expect learners to have completed the instructions mentioned in the [onboarding repo](https://github.com/UofT-DSI/Onboarding/tree/tech-onboarding-docs). +* We expect learners to have completed the instructions mentioned in the [onboarding repo](https://github.com/UofT-DSI/onboarding/). * Using a camera is optional but highly encouraged. We understand not everyone may have the space at home to keep the camera on. ## Resources

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