LearningPath-sandbox/lp3.ttl at master · BioSchemas/LearningPath-sandbox · GitHub

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@prefix dct: <http://purl.org/dc/terms/> .
@prefix schema: <https://schema.org/> .
@prefix sib: <http://sib.swiss/> .

sib:GA_learning_path a schema:Course ;
    dct:conformsTo <https://bioschemas.org/profiles/LearningPath> ;
    schema:courseCode "DSwP" ;
    schema:description "Our learning paths show the sequence of selected courses." ;
    schema:name "SIB: Data Science with Python" ;
    schema:provider sib:SIB ;
    schema:syllabusSections sib:Module_Green,
        sib:Module_Red ;
    schema:url "https://www.sib.swiss/training/learning-paths?path=data-science-with-python" .

sib:Module_Green a schema:Course,
        schema:ItemList,
        schema:ListItem,
        schema:Syllabus ;
    dct:conformsTo <https://bioschemas.org/profiles/LearningPathModule> ;
    schema:itemListElement sib:TM_G1,
        sib:TM_G2a,
        sib:TM_G2b,
        sib:TM_G2c,
        sib:TM_GRa,
        sib:TM_GRb ;
    schema:name "Module: Python [Green]" ;
    schema:nextItem sib:TM_G1 ;
    schema:teaches "Learn how to use Python for data science" .

sib:Module_Red a schema:Course,
        schema:ItemList,
        schema:ListItem,
        schema:Syllabus ;
    dct:conformsTo <https://bioschemas.org/profiles/LearningPathModule> ;
    schema:itemListElement sib:TM_GRa,
        sib:TM_GRb,
        sib:TM_R1 ;
    schema:name "Module: Machine Learning [Red]" ;
    schema:nextItem sib:TM_R1 ;
    schema:teaches "Learn to use machine learning in life sciences" .

sib:TM_G1 a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Python is an open-source and general-purpose scripting language..." ;
    schema:name "(G1) First Steps with Python in Life Sciences" ;
    schema:nextItem sib:TM_G2a,
        sib:TM_G2b,
        sib:TM_G2c,
        sib:TM_GRa,
        sib:TM_GRb ;
    schema:url "https://www.sib.swiss/training/course/20260928_FSWPY" .

sib:TM_G2a a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Focus on the good practices to use Python libraries..." ;
    schema:name "(G2a) Explore and Visualise Your Data with Python" ;
    schema:url "https://www.sib.swiss/training/course/2021_EVDP" .

sib:TM_G2b a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Monitor Python code, detect computational bottlenecks..." ;
    schema:name "(G2b) Optimising Python Code for Better Performance" ;
    schema:url "https://www.sib.swiss/training/course/20251111_OPTPY" .

sib:TM_G2c a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Select the right visualization tools for your needs..." ;
    schema:name "(G2c) Interactive Visualisation with Python" ;
    schema:url "https://www.sib.swiss/training/course/20260407_IVIPY" .

sib:TM_R1 a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Application of basic statistical analysis techniques..." ;
    schema:name "(R1) Introduction to Statistics and Data Visualisation with R" ;
    schema:nextItem sib:TM_GRa,
        sib:TM_GRb ;
    schema:url "https://www.sib.swiss/training/course/20260126_STATR" .

sib:TM_GRa a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Modules (mainly pandas and seaborn) and recipes..." ;
    schema:name "(GRa) Data Analysis and Representation in Python" ;
    schema:url "https://www.sib.swiss/training/course/20260414_DARPY" .

sib:TM_GRb a schema:LearningResource,
        schema:ListItem ;
    dct:conformsTo <https://bioschemas.org/profiles/TrainingMaterial> ;
    schema:description "Common ML algorithms and how to apply them..." ;
    schema:name "(GRb) Introduction to Machine Learning with Python" ;
    schema:url "https://www.sib.swiss/training/course/20260601_INMLP" .