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_config.yml

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- 'individual_modules/improve_your_r_code/data_table.ipynb'
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- 'individual_modules/improve_your_r_code/parallelisation.ipynb'
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- 'individual_modules/improve_your_r_code/rcpp.ipynb'
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- 'individual_modules/Introduction_to_Markdown_in_R/Background_to_Markdown.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/Course_Outro.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/Getting_Started_with_Markdown_in_R.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/Processing_RMarkdown_Files.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_Embedded_Code.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_Formatted_Text.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_Visual_Prelude.md'
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- 'individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_YAML_Header.md'

_static/multiple_regression_hyperplane.html

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_static/multiple_regression_hyperplane_2.html

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_static/workshops_network_hpc.html

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// parsing and collecting nodes and edges from the python
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nodes = new vis.DataSet([{"color": "#FF6347", "id": "Introduction to HPC", "label": "Introduction to HPC", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to HPC\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Parallel Computing"}, {"color": "#FF6347", "id": "Parallel Computing", "label": "Parallel Computing", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Parallel Computing\nCourse Pre-reqs: Introduction to HPC\nSubsequent Courses: None"}, {"color": "#FF6347", "id": "Introduction to Unix", "label": "Introduction to Unix", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Unix\nCourse Pre-reqs: None\nSubsequent Courses: Introduction to HPC, Introduction to Version Control with Git and GitHub"}, {"color": "#FF6347", "id": "Introduction to Version Control with Git and GitHub", "label": "Introduction to Version Control with Git and GitHub", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Version Control with Git and GitHub\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Intermediate Version Control"}, {"color": "#FF6347", "id": "Intermediate Version Control", "label": "Intermediate Version Control", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Intermediate Version Control\nCourse Pre-reqs: Introduction to Version Control with Git and GitHub\nSubsequent Courses: None"}, {"color": "#FF6347", "id": "Introduction to Python", "label": "Introduction to Python", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Python\nCourse Pre-reqs: None\nSubsequent Courses: None"}]);
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nodes = new vis.DataSet([{"color": "#4682B4", "id": "Introduction to HPC", "label": "Introduction to HPC", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to HPC\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Parallel Computing"}, {"color": "#4682B4", "id": "Parallel Computing", "label": "Parallel Computing", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Parallel Computing\nCourse Pre-reqs: Introduction to HPC\nSubsequent Courses: None"}, {"color": "#4682B4", "id": "Introduction to Unix", "label": "Introduction to Unix", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Unix\nCourse Pre-reqs: None\nSubsequent Courses: Introduction to HPC, Introduction to Version Control with Git and GitHub"}, {"color": "#4682B4", "id": "Introduction to Version Control with Git and GitHub", "label": "Introduction to Version Control with Git and GitHub", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Version Control with Git and GitHub\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Intermediate Version Control"}, {"color": "#4682B4", "id": "Intermediate Version Control", "label": "Intermediate Version Control", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Intermediate Version Control\nCourse Pre-reqs: Introduction to Version Control with Git and GitHub\nSubsequent Courses: None"}, {"color": "#4682B4", "id": "Introduction to Python", "label": "Introduction to Python", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Python\nCourse Pre-reqs: None\nSubsequent Courses: None"}]);
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edges = new vis.DataSet([{"arrows": "to", "from": "Introduction to HPC", "to": "Parallel Computing", "width": 1}, {"arrows": "to", "from": "Introduction to Unix", "to": "Introduction to HPC", "width": 1}, {"arrows": "to", "from": "Introduction to Unix", "to": "Introduction to Version Control with Git and GitHub", "width": 1}, {"arrows": "to", "from": "Introduction to Version Control with Git and GitHub", "to": "Intermediate Version Control", "width": 1}]);
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nodeColors = {};

_static/workshops_network_python_ds.html

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// parsing and collecting nodes and edges from the python
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nodes = new vis.DataSet([{"color": "#FFD700", "id": "Introduction to Version Control with Git and GitHub", "label": "Introduction to Version Control with Git and GitHub", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Version Control with Git and GitHub\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Intermediate Version Control"}, {"color": "#FFD700", "id": "Intermediate Version Control", "label": "Intermediate Version Control", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Intermediate Version Control\nCourse Pre-reqs: Introduction to Version Control with Git and GitHub\nSubsequent Courses: None"}, {"color": "#FFD700", "id": "Introduction to Unix", "label": "Introduction to Unix", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Unix\nCourse Pre-reqs: None\nSubsequent Courses: Introduction to Version Control with Git and GitHub"}, {"color": "#FFD700", "id": "Introduction to Python", "label": "Introduction to Python", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Python\nCourse Pre-reqs: None\nSubsequent Courses: Python for Data Analysis"}, {"color": "#FFD700", "id": "Python for Data Analysis", "label": "Python for Data Analysis", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Python for Data Analysis\nCourse Pre-reqs: Introduction to Python\nSubsequent Courses: Introduction to Machine Learning"}, {"color": "#FFD700", "id": "Introduction to Machine Learning", "label": "Introduction to Machine Learning", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Machine Learning\nCourse Pre-reqs: Python for Data Analysis\nSubsequent Courses: None"}]);
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nodes = new vis.DataSet([{"color": "#FF6347", "id": "Introduction to Version Control with Git and GitHub", "label": "Introduction to Version Control with Git and GitHub", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Version Control with Git and GitHub\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Intermediate Version Control"}, {"color": "#FF6347", "id": "Intermediate Version Control", "label": "Intermediate Version Control", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Intermediate Version Control\nCourse Pre-reqs: Introduction to Version Control with Git and GitHub\nSubsequent Courses: None"}, {"color": "#FF6347", "id": "Introduction to Unix", "label": "Introduction to Unix", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Unix\nCourse Pre-reqs: None\nSubsequent Courses: Introduction to Version Control with Git and GitHub"}, {"color": "#FF6347", "id": "Introduction to Python", "label": "Introduction to Python", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Python\nCourse Pre-reqs: None\nSubsequent Courses: Python for Data Analysis"}, {"color": "#FF6347", "id": "Python for Data Analysis", "label": "Python for Data Analysis", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Python for Data Analysis\nCourse Pre-reqs: Introduction to Python\nSubsequent Courses: Introduction to Machine Learning"}, {"color": "#FF6347", "id": "Introduction to Machine Learning", "label": "Introduction to Machine Learning", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Machine Learning\nCourse Pre-reqs: Python for Data Analysis\nSubsequent Courses: None"}]);
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edges = new vis.DataSet([{"arrows": "to", "from": "Introduction to Version Control with Git and GitHub", "to": "Intermediate Version Control", "width": 1}, {"arrows": "to", "from": "Introduction to Unix", "to": "Introduction to Version Control with Git and GitHub", "width": 1}, {"arrows": "to", "from": "Introduction to Python", "to": "Python for Data Analysis", "width": 1}, {"arrows": "to", "from": "Python for Data Analysis", "to": "Introduction to Machine Learning", "width": 1}]);
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nodeColors = {};

_static/workshops_network_r_ds.html

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// parsing and collecting nodes and edges from the python
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nodes = new vis.DataSet([{"color": "#4682B4", "id": "Introduction to R", "label": "Introduction to R", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to R\nCourse Pre-reqs: None\nSubsequent Courses: Regression analysis with R, Working With Data In R"}, {"color": "#4682B4", "id": "Regression analysis with R", "label": "Regression analysis with R", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Regression analysis with R\nCourse Pre-reqs: Introduction to R\nSubsequent Courses: Advanced Regression Analysis With R "}, {"color": "#4682B4", "id": "Working With Data In R", "label": "Working With Data In R", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Working With Data In R\nCourse Pre-reqs: Introduction to R\nSubsequent Courses: None"}, {"color": "#4682B4", "id": "Advanced Regression Analysis With R ", "label": "Advanced Regression Analysis With R ", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Advanced Regression Analysis With R \nCourse Pre-reqs: Regression analysis with R\nSubsequent Courses: None"}, {"color": "#4682B4", "id": "Introduction to Version Control with Git and GitHub", "label": "Introduction to Version Control with Git and GitHub", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Version Control with Git and GitHub\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Intermediate Version Control"}, {"color": "#4682B4", "id": "Intermediate Version Control", "label": "Intermediate Version Control", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Intermediate Version Control\nCourse Pre-reqs: Introduction to Version Control with Git and GitHub\nSubsequent Courses: None"}, {"color": "#4682B4", "id": "Introduction to Unix", "label": "Introduction to Unix", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Unix\nCourse Pre-reqs: None\nSubsequent Courses: Introduction to Version Control with Git and GitHub"}]);
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nodes = new vis.DataSet([{"color": "#FFD700", "id": "Introduction to R", "label": "Introduction to R", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to R\nCourse Pre-reqs: None\nSubsequent Courses: Regression analysis with R, Working With Data In R"}, {"color": "#FFD700", "id": "Regression analysis with R", "label": "Regression analysis with R", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Regression analysis with R\nCourse Pre-reqs: Introduction to R\nSubsequent Courses: Advanced Regression Analysis With R "}, {"color": "#FFD700", "id": "Working With Data In R", "label": "Working With Data In R", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Working With Data In R\nCourse Pre-reqs: Introduction to R\nSubsequent Courses: None"}, {"color": "#FFD700", "id": "Advanced Regression Analysis With R ", "label": "Advanced Regression Analysis With R ", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Advanced Regression Analysis With R \nCourse Pre-reqs: Regression analysis with R\nSubsequent Courses: None"}, {"color": "#FFD700", "id": "Introduction to Version Control with Git and GitHub", "label": "Introduction to Version Control with Git and GitHub", "level": 2, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Version Control with Git and GitHub\nCourse Pre-reqs: Introduction to Unix\nSubsequent Courses: Intermediate Version Control"}, {"color": "#FFD700", "id": "Intermediate Version Control", "label": "Intermediate Version Control", "level": 3, "shape": "dot", "size": 10, "title": "Course Name: Intermediate Version Control\nCourse Pre-reqs: Introduction to Version Control with Git and GitHub\nSubsequent Courses: None"}, {"color": "#FFD700", "id": "Introduction to Unix", "label": "Introduction to Unix", "level": 1, "shape": "dot", "size": 10, "title": "Course Name: Introduction to Unix\nCourse Pre-reqs: None\nSubsequent Courses: Introduction to Version Control with Git and GitHub"}]);
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edges = new vis.DataSet([{"arrows": "to", "from": "Introduction to R", "to": "Regression analysis with R", "width": 1}, {"arrows": "to", "from": "Introduction to R", "to": "Working With Data In R", "width": 1}, {"arrows": "to", "from": "Regression analysis with R", "to": "Advanced Regression Analysis With R ", "width": 1}, {"arrows": "to", "from": "Introduction to Version Control with Git and GitHub", "to": "Intermediate Version Control", "width": 1}, {"arrows": "to", "from": "Introduction to Unix", "to": "Introduction to Version Control with Git and GitHub", "width": 1}]);
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nodeColors = {};

_toc.yml

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- file: programme_information/intro_to_python
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- file: programme_information/python_for_data_analysis
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- file: programme_information/introduction_to_machine_learning
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- file: programme_information/markdown_with_python
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- file: programme_information/R
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- file: programme_information/intro_to_r
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- file: programme_information/advanced_regression_analysis_with_r
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- file: programme_information/working_with_data_in_r
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- file: programme_information/improve_your_r_code
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- file: programme_information/Introduction_to_Markdown_in_R
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- file: programme_information/unix
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- file: programme_information/intro_to_unix
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- file: individual_modules/introduction_to_machine_learning/2_model_selection
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- file: individual_modules/introduction_to_machine_learning/3_pipeline_task
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- file: individual_modules/introduction_to_machine_learning/4_unsupervised_learning
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- file: individual_modules/section_landing_pages/markdown_with_python
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sections:
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- file: individual_modules/markdown_with_python/2-Motivation-and-Background
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- file: individual_modules/markdown_with_python/3-Markdown-Fundamentals
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- file: individual_modules/markdown_with_python/4-Markdown-Task-1
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- file: individual_modules/markdown_with_python/5-How-to-embed-Python-Code-in-Markdown
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- file: individual_modules/markdown_with_python/6-Export-the-Document
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- file: individual_modules/markdown_with_python/7-Markdown-Task-2
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- file: individual_modules/markdown_with_python/8-Further-Knowledge
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- file: course_homepages/R
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- file: individual_modules/section_landing_pages/introduction_to_r
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- file: individual_modules/improve_your_r_code/data_table
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- file: individual_modules/improve_your_r_code/parallelisation
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- file: individual_modules/improve_your_r_code/rcpp
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- file: individual_modules/section_landing_pages/Introduction_to_Markdown_in_R
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sections:
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- file: individual_modules/Introduction_to_Markdown_in_R/Background_to_Markdown
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- file: individual_modules/Introduction_to_Markdown_in_R/Getting_Started_with_Markdown_in_R
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- file: individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_Visual_Prelude
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- file: individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_YAML_Header
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- file: individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_Formatted_Text
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- file: individual_modules/Introduction_to_Markdown_in_R/RMarkdown_Components_Embedded_Code
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- file: individual_modules/Introduction_to_Markdown_in_R/Processing_RMarkdown_Files
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- file: individual_modules/Introduction_to_Markdown_in_R/Course_Outro
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- file: course_homepages/unix
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- file: individual_modules/section_landing_pages/introduction_to_unix
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- caption: Join Us!
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chapters:
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- file: contributing/community
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- file: contributing/contributing
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- file: contributing/roles
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- file: contributing/contributing_guidelines

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