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format: jb-book | ||
root: about/syllabus | ||
root: about/unsyllabus | ||
parts: | ||
- caption: About this course | ||
chapters: | ||
- file: about/course_schedule | ||
- file: about/reference | ||
title: Reference Materials | ||
- caption: Getting started! | ||
chapters: | ||
- file: getting-started/todo_list | ||
title: Things to do before start of course | ||
- file: about/syllabus | ||
- file: about/syllabus_bits/course_schedule | ||
title: Course Schedule and Learning Outcomes | ||
- file: about/accommodations | ||
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# - caption: Getting started! | ||
# chapters: | ||
# - file: getting-started/todo_list | ||
# title: Things to do before start of course | ||
# - caption: Course Feedback | ||
# chapters: | ||
# - file: about/feedback | ||
# title: Anonymous Feedback Form | ||
# - caption: Lectures | ||
# chapters: | ||
# - file: class/lecture1 | ||
# title: Lecture 1 - Introduction to Python | ||
# - file: class/lecture2 | ||
# title: Lecture 2 - Functions in Python | ||
# - file: class/lecture3 | ||
# title: Lecture 3 - Style and numpy | ||
# - file: class/lecture4 | ||
# title: Lecture 4 - Classes and modules | ||
# - file: class/lecture5 | ||
# title: Lecture 5 - Introduction to R and the Tidyverse | ||
# - file: class/lecture6 | ||
# title: Lecture 6 - Functions and Testing in R | ||
# - file: class/lecture7 | ||
# title: Lecture 7 - Functional-style programming in R | ||
# - file: class/lecture8 | ||
# title: Lecture 8 - Tidy evaluation in R | ||
# - caption: Labs | ||
# chapters: | ||
# - file: labs/intro | ||
# title: Start here! | ||
# - file: labs/lab1 | ||
# title: Lab 1 - Python Functions, Lists, and Dictionaries | ||
# - file: labs/lab2 | ||
# title: Lab 2 - Python 2 | ||
# - file: labs/lab3 | ||
# title: Lab 3 - Intro to R | ||
# - caption: Practice Problems | ||
# chapters: | ||
# - file: practice/intro | ||
# sections: | ||
# - file: practice/01_strings_exercise | ||
# title: 1. Strings | ||
# - file: practice/02_numbers_exercise | ||
# title: 2. Numbers | ||
# - file: practice/03_conditionals_exercise | ||
# title: 3. Conditionals | ||
# - file: practice/04_lists_exercise | ||
# title: 4. Lists | ||
# - file: practice/05_dictionaries_exercise | ||
# title: 5. Dictionaries | ||
# - file: practice/06_for_loops_exercise | ||
# title: 6. Loops | ||
# - file: practice/07_functions_exercise | ||
# title: 7. Functions | ||
# - file: practice/10_file_io_exercise | ||
# title: 8. File input/output | ||
# - file: practice/11_classes_exercise | ||
# title: 9. Classes | ||
# - file: practice/12_exceptions_exercise | ||
# title: 10. Exceptions | ||
# - file: practice/13_debugging_exercise | ||
# title: 11. Debugging | ||
|
||
- caption: Course Feedback | ||
chapters: | ||
- file: about/feedback | ||
title: Anonymous Feedback Form | ||
- caption: Lectures | ||
chapters: | ||
- file: class/lecture1 | ||
title: Lecture 1 - Introduction to Python | ||
- file: class/lecture2 | ||
title: Lecture 2 - Functions in Python | ||
- file: class/lecture3 | ||
title: Lecture 3 - Style and numpy | ||
- file: class/lecture4 | ||
title: Lecture 4 - Classes and modules | ||
- file: class/lecture5 | ||
title: Lecture 5 - Introduction to R and the Tidyverse | ||
- file: class/lecture6 | ||
title: Lecture 6 - Functions and Testing in R | ||
- file: class/lecture7 | ||
title: Lecture 7 - Functional-style programming in R | ||
- file: class/lecture8 | ||
title: Lecture 8 - Tidy evaluation in R | ||
- caption: Labs | ||
chapters: | ||
- file: labs/intro | ||
title: Start here! | ||
- file: labs/lab1 | ||
title: Lab 1 - Python Functions, Lists, and Dictionaries | ||
- file: labs/lab2 | ||
title: Lab 2 - Python 2 | ||
- file: labs/lab3 | ||
title: Lab 3 - Intro to R | ||
- caption: Practice Problems | ||
chapters: | ||
- file: practice/intro | ||
sections: | ||
- file: practice/01_strings_exercise | ||
title: 1. Strings | ||
- file: practice/02_numbers_exercise | ||
title: 2. Numbers | ||
- file: practice/03_conditionals_exercise | ||
title: 3. Conditionals | ||
- file: practice/04_lists_exercise | ||
title: 4. Lists | ||
- file: practice/05_dictionaries_exercise | ||
title: 5. Dictionaries | ||
- file: practice/06_for_loops_exercise | ||
title: 6. Loops | ||
- file: practice/07_functions_exercise | ||
title: 7. Functions | ||
- file: practice/10_file_io_exercise | ||
title: 8. File input/output | ||
- file: practice/11_classes_exercise | ||
title: 9. Classes | ||
- file: practice/12_exceptions_exercise | ||
title: 10. Exceptions | ||
- file: practice/13_debugging_exercise | ||
title: 11. Debugging | ||
title: Anonymous Feedback Form |
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**{{ COURSE_CODE }} ({{ CREDITS }}) {{ TITLE }}** | ||
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The [UBCO calendar description](http://www.calendar.ubc.ca/okanagan/courses.cfm?code=DATA) of this course is: | ||
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> Introduction to software and tools for Data Science. Setup process. Credit will be granted for only one of DATA 301 or DATA 530. | ||
> Restricted to students in the MDS program. |
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You should take Physics 111 if you want to have some fun while also learning cool ways how our universe works. | ||
For those of you, physics is new and alien - I welcome you to this course! | ||
I hope to make this course as inclusive and accessible as I possibly can, and as long as you have some reasonable skills with algebra, you should be able to pick up most, if not all of the things you need to succeed in this course. | ||
For some of you, the topics you learn may be quite familiar to you already, it will still be valuable for you to take this course and crystallize in your minds some key concepts that you thought you knew. | ||
I believe that one of the best ways to ensure learning happens, is repeated exposure to the same content from different lenses. | ||
So I hope that exposure to content you may already be familiar with, through a new lens will help you appreciate the content more. | ||
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We will also be watching lots of cool-physics related videos so there's also that! | ||
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```{tip} | ||
To get the most out of this course, I suggest you come in with an open mind, and participate fully and willingly in the activities I have planned for you. | ||
It may not be something you've done before, but the techniques I'll be using in my course are research-supported, and battle-tested! | ||
``` |
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The grading scheme for this course is: | ||
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| Item | Weight | Frequency | | ||
|---------------|--------|---------------------| | ||
| Learning Logs | 10% | Weekly on Fridays | | ||
| Labs | 50% | Weekly on Tuesdays | | ||
| Quiz 1 | 20% | Once on October 4th | | ||
| Quiz 2 | 20% | Once on October 6th | | ||
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```{attention} | ||
All (non-quiz) deadlines in this course have an automatic 48 hour grace period after the due dates listed above. | ||
Any submissions submitted past the grace period will not be graded. | ||
``` | ||
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```{note} | ||
Important: The maximum mark you can get on each item is 100%. Any available bonus marks are not transferrable to other assignments. | ||
``` |
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| Item | Weight | Frequency | | ||
|---------------|--------|-----------| | ||
| Learning Logs | 10% | Weekly | | ||
| Labs | 50% | Weekly | | ||
| Quiz 1 | 20% | Once | | ||
| Quiz 2 | 20% | Once | | ||
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Final grades will be based on the evaluations listed above and the final grade will be assigned according to the standardized grading system outlined in the [UBC Okanagan Calendar](http://okanagan.students.ubc.ca/calendar/). | ||
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```{note} | ||
Note: All course activities and assessments, including the Final Exam, will be conducted Online. | ||
``` | ||
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```{caution} | ||
Please note that the "Labs" in this course are run almost completely separately from the Lectures/Tutorials/Tests/Exams. Any grading policies instituted in the lecture portion of the course are independent of the lab policies. The Labs will also be conducted online. | ||
``` | ||
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```{note} | ||
Note: Any requests for changes to final exams must be sent to the office of the Associate Dean of Students (fos.students.ubco@ubc.ca). | ||
``` |
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Yes. To pass this course, you must: | ||
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- Achieve an average of 60% in the quizzes. | ||
- Achieve an average of at least 60% across all labs | ||
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If students do not satisfy the appropriate requirements, the student will be assigned the **lower** of their earned course grade or, a maximum overall grade of 45% in the course. | ||
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Please refer to the [UBCO Calendar](http://www.calendar.ubc.ca/okanagan/index.cfm?tree=18,285,984,1168) for additional details for program-wide passing requirements. | ||
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In particular: | ||
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> 60% is the minimum passing grade for master’s students; however, only 6 course credits with grades from 60-67% may be counted toward a master's program. For all other courses, students must obtain a minimum of 68%. |
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