subject-knowledge-2023.json

[
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Representing algorithms",
		"description": "Trace algorithm and determine purpose. Decompose problem. Pseudocode. Flowcharts",
		"url": {
			"aqa": "Representing_algorithms",
			"ocr": 17
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Efficiency of algorithms",
		"description": "O(n)",
		"url": {
			"aqa": "Efficiency_of_algorithms",
			"ocr": null
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Searching algorithms",
		"description": "linear, binary",
		"url": {
			"aqa": "Searching_algorithms",
			"ocr": 18
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Sorting algorithms",
		"description": "bubble, merge, insertion",
		"url": {
			"aqa": "Sorting_algorithms",
			"ocr": 18
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Data types",
		"description": "convert between data types",
		"url": {
			"aqa": "Data_types",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Programming concepts",
		"description": "nested iteration",
		"url": {
			"aqa": "Programming_concepts",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Arithmetic operations in a programming language",
		"description": "modulo",
		"url": {
			"aqa": "Arithmetic_operations_in_a_programming_language",
			"ocr": 19
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Relational operations in a programming language",
		"description": "",
		"url": {
			"aqa": "Relational_operations_in_a_programming_language",
			"ocr": 19
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Boolean operations in a programming language",
		"description": "",
		"url": {
			"aqa": "Boolean_operations_in_a_programming_language",
			"ocr": 19
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Data structures",
		"description": "2d array, object/record/struct/dictionary/data-class",
		"url": {
			"aqa": "Data_structures",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Input output",
		"description": "",
		"url": {
			"aqa": "Input_output",
			"ocr": 0
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "String handling operations in a programming language",
		"description": "substring, ascii",
		"url": {
			"aqa": "",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Random number generation in a programming language",
		"description": "",
		"url": {
			"aqa": "Random_number_generation_in_a_programming_language",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Structured programming and subroutines procedures and functions",
		"description": "functions with multiple parameters, local variable scope",
		"url": {
			"aqa": "Structured_programming_and_subroutines_procedures_and_functions",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Robust and secure programming",
		"description": "validation, test-data, syntax-vs-logic error",
		"url": {
			"aqa": "Robust_and_secure_programming",
			"ocr": 21
		}
	},


	{
		"id": "",
		"tags": ["gcse"],
		"title": "Number bases",
		"description": "",
		"url": {
			"aqa": "",
			"ocr": 0
		}
	},

	{
		"id": "",
		"tags": ["gcse"],
		"title": "Converting between number bases",
		"description": "convert between binary, hex, dec",
		"url": {
			"aqa": "Converting_between_number_bases",
			"ocr": 10
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Units of information",
		"description": "byte, kilobyte, kibi",
		"url": {
			"aqa": "",
			"ocr": 10
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Binary arithmetic",
		"description": "add 3 numbers, shift",
		"url": {
			"aqa": "Binary_arithmetic",
			"ocr": null
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Character encoding",
		"description": "ascii, utf8",
		"url": {
			"aqa": "Character_encoding",
			"ocr": 11
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Representing images",
		"description": "calculate bitmap size in bytes",
		"url": {
			"aqa": "Representing_images",
			"ocr": 11,
			"nc": "key-stage-3"
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Representing sound",
		"description": "calculate wav size in bytes",
		"url": {
			"aqa": "Representing_sound",
			"ocr": 11
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Data compression",
		"description": "rle, huffman tree, lossy/lossless",
		"url": {
			"aqa": "",
			"ocr": 11
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Hardware and software",
		"description": "",
		"url": {
			"aqa": "Hardware_and_software",
			"ocr": null
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Boolean logic",
		"description": "logic gates to algebra, xor",
		"url": {
			"aqa": "Boolean_logic",
			"ocr": 22,
			"nc": "key-stage-3"
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Software classification",
		"description": "system, application, operating system (user management, file systems)",
		"url": {
			"aqa": "Software_classification",
			"ocr": 15
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Classification of programming languages and translators",
		"description": "interpreter, compiler, assembler, machine code, IDE's",
		"url": {
			"aqa": "Classification_of_programming_languages_and_translators",
			"ocr": 23
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Systems architecture",
		"description": "fetch execute cycle, volatile/non-volatile storage",
		"url": {
			"aqa": "Systems_architecture",
			"ocr": 8,
			"ocr_more": 9
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Fundamentals of computer networks",
		"description": "network topologies, tcp, udp, http(s), smtp, mac-address (link layer), dns",
		"url": {
			"aqa": "",
			"ocr": 12,
			"ocr_more": 13
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Fundamentals of cyber security",
		"description": "",
		"url": {
			"aqa": "Fundamentals of cyber security",
			"ocr": null
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Cyber security threats",
		"description": "DOS, pen-test, Social_engineering, phishing, Malicious_code_malware",
		"url": {
			"aqa": "Cyber_security_threats",
			"aqa_more": "Social_engineering, Malicious_code_malware",
			"ocr": 14
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Methods to detect and prevent cyber security threats",
		"description": "biometric, 2 factor",
		"url": {
			"aqa": "Methods_to_detect_and_prevent_cyber_security_threats",
			"ocr": 0
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Relational databases",
		"description": "table, record, primary-key, SELECT, FROM, WHERE, ORDER BY, INSERT INTO, UPDATE",
		"url": {
			"aqa": "Relational_databases",
			"aqa_more": "Structured_query_language_SQL",
			"ocr": 20
		}
	},
	{
		"id": "",
		"tags": ["gcse"],
		"title": "Ethical, legal, social, privacy",
		"description": "cloud, wearables, cookies, data protection, copyright, open source",
		"url": {
			"aqa": "Ethical_legal_and_environmental_impacts_of_digital_technology_on_wider_society_including_issues_of_privacy",
			"ocr": 16
		}
	},
	{
		"id": "",
		"tags": ["ict"],
		"title": "Spreadsheet",
		"description": "VLOOKUP, Conditional Formatting, Absolute cell referencing",
		"url": {
		}
	},
	{
		"id": "",
		"tags": ["iMedia"],
		"title": "Animation",
		"description": "Tween, Keyframe",
		"url": {
			"ocr_imedia": 26
		}
	},
	{
		"id": "",
		"tags": ["iMedia"],
		"title": "Creating a digital video sequence",
		"description": "Record and instructional video for a class",
		"url": {
			"ocr_imedia": 34
		}
	},
	{
		"id": "",
		"tags": ["ict"],
		"title": "Styles/Master/Template",
		"description": "Slide Master, Document Styles, TOC",
		"url": {
		}
	},
	{
		"id": "",
		"tags": ["iMedia"],
		"title": "Web/HTML",
		"description": "h1, table, ul, a, css",
		"url": {
			"ocr_imedia": 23
		}
	},
	{
		"id": "",
		"tags": ["physical"],
		"title": "Physical",
		"description": "Microbit, Arduino, LegoMindstorms, other. Use of sensors and upload to physical device",
		"url": {
			"Microbit": "https://microbit.org/"
		}
	},
	{
		"id": "",
		"tags": ["digital-literacy"],
		"title": "Train an AI Image classifier",
		"description": "",
		"url": {
			"google": "https://teachablemachine.withgoogle.com",
			"raspberrypi": "https://www.raspberrypi.org/blog/ai-education-resources-what-to-teach-seame-framework/"
		}
	},
	{
		"tags": ["digital-literacy"],
		"title": "AI Prompt engineering"
	},
	{
		"id": "",
		"tags": ["pedagogy", "computing"],
		"title": "Pair Programming",
		"description": "Co-ordinate, guide, scaffold, a pair programming as part of teaching a topic",
		"url": {
			"teacherEducation": "https://github.com/calaldees/teacherEducation/blob/main/teacherEducation/pairProgramming.md"
		}
	},
	{
		"id": "",
		"tags": ["computing"],
		"title": "Debugger",
		"description": "breakpoint, step-over, step-into, watch variables"
	},
	{
		"id": "",
		"tags": ["pedagogy", "computing"],
		"title": "Automated Tests",
		"description": "Tests give students feedback on progress. Student constructing their own assertions and verifying these",
		"url": {
			"teacherEducation": "https://github.com/calaldees/teacherEducation/blob/main/teacherEducation/automated_tests.md"
		}
	},
	{
		"tags": ["digital-literacy", "framework"],
		"title": "EU Digital Competence Framework",
		"description": "Consider how your students skills map to external competency frameworks",
		"url": {
			"eu": "https://joint-research-centre.ec.europa.eu/digcomp/digcomp-framework_en"
		}
	},
	{
		"tags": ["framework"],
		"title": "NCCE: Computing Quality Framework",
		"description": "Framework for inspecting and grading a schools computing provision",
		"url": {
			"NCCE": "https://computingqualityframework.org/overview/pdf-version/"
		}
	},
	{
		"tags": ["digital-literacy"],
		"title": "HCI design principles",
		"url":{
			"iDEA": "https://idea.org.uk/badge/ux"
		}
	},
	{
		"tags": ["digital-literacy", "framework"],
		"title": "gov.uk Education for a connected world",
		"description": "eSafety, Cyber awareness, Digital Citizenship. Age appropriate benchmark statements",
		"url": {
			"gov.uk": "https://www.gov.uk/government/publications/education-for-a-connected-world",
			"projectevolve": "https://projectevolve.co.uk/"
		}
	},
	{
		"id": "",
		"tags": ["ict", "digital-literacy"],
		"title": "File Organisation",
		"description": "Naming your documents. Use of folders. Backing up and restoring your data. Where is your data? (in memory?, on ssd? on usb? on the cloud? which country?)",
		"url": {
		}
	},
	{
		"id": "",
		"tags": ["digital-literacy"],
		"title": "Hotkeys",
		"description": "Windows accessibility, window arrangement, undo, select-all, copy/paste, triple click, move tabs, screenshot"
	},
	{
		"tags": ["digital-literacy"],
		"title": "Touch Typing",
		"description": "Typing Speed + fluent use of keyboard. Students can't trial ideas and be creative with a device if they spend 7 minuets typing in one line of text using a single finger and looking for each letter on the keyboard individually. (some school have 10min of this as a starter of every year 7 and 8 lesson).",
		"url": {
		}
	},
	{
		"tags": ["digital-literacy", "computing"],
		"title": "IDE",
		"description": "autoformatter, auto-complete, run/debug cycle, hotkeys, find-uses, ctrl+click goto definition"
	},
	{
		"tags": ["digital-literacy"],
		"title": "Multiple Desktop Operating System user paradigms",
		"description": "Linux, Windows, Mac (cultural capital). differences Hotkeys, privacy, storage, drivers"
	},
	{
		"tags": ["digital-literacy", "computing"],
		"title": "Command Line",
		"description": "do an operation in gui and commandline. Download youtube downloaded? encode a video? compress a folder? flags"
	},
	{
		"tags": ["digital-literacy"],
		"title": "File format extensions/mime-types",
		"description": "pdf? doc? jpg? csv?"
	},
	{
		"tags": ["digital-literacy", "ict", "computing"],
		"title": "Document format conversion",
		"description": "convert a document to other file format. What is lost/damaged? (docx,odt) (xlsx,csv) pandoc?"
	},
	{
		"tags": ["computing"],
		"title": "Version Control",
		"description": "git?, diff(+,-,context), history, branch, merge"
	},
	{
		"tags": ["digital-literacy"],
		"title": "Document History",
		"description": "See a documents version history. see previous versions of a document. who changed them? compare changes?"
	},
	{
		"tags": ["digital-literacy", "physical"],
		"title": "Interesting hardware peripherals",
		"description": "keylogger, magnetic strip reader, smartcard reader, mini thermal printer, ultraleap, barcode reader, rf reader"
	},
	{
		"title": "markdown",
		"description": "headings, bullets, code blocks, tables, images, see mermaid and `Remark`"
	},
	{
		"title": "mermaid",
		"description": "diagram notation",
		"url": {
			"mermaid.js.org": "https://mermaid.js.org/intro/n00b-gettingStarted.html"
		}
	},
	{
		"title": "wiki/knowlege-base",
		"tags": ["digital-literacy"],
		"description": "non linear web of linked concepts. hashtags, backreferences, search plain text (maybe with commandline grep?)"
	},
	{
		"title": "API",
		"tags": ["digital-literacy", "computing"],
		"description": "Use an api to get/post data. Understand json data structures.",
		"url": {
			"": "https://rapidapi.com/collection/list-of-free-apis"
		}
	},
	{
		"title": "Task Automation",
		"tags": ["computing", "ict", "digital-literacy"],
		"description": "Automate a task. macros? commandline-script? no-code? (IDEA course example send text when leave house). Think of more",
		"url":{
			"iDEA": "https://idea.org.uk/badge/automation"
		}
	},
	{
		"title": "GDPR",
		"tags": ["digital-literacy"],
		"description": "Terminology, rights as a data subject",
		"url": {
			"iDEA": "https://idea.org.uk/badge/gdpr"
		}
	},
	{
		"tags": ["ict", "digital-literacy"],
		"title": "email",
		"description": "Setup rules and forwarding, signatures, cc and bcc, replying inline `>`"
	},
	{
		"tags": ["ict", "digital-literacy", "physical"],
		"title": "Printer",
		"description": "preview, duplex, 2 to a page, margins, headers/footers, printing tables"
	},
	{
        "id": "",
        "tags": ["physical", "ict"],
        "title": "3D Printer + 3D Model",
        "description": "Print a 3D model. Simple creation and modification of a 3D model"
    },
	{
		"tags": ["computing"],
		"title": "UnrealEngine: Blueprints",
		"description": "A practical alternate paradigm for writing logic. 2d linked components",
		"url": {
			"UnrealEngine": "https://dev.epicgames.com/community/learning/courses/QGD/unreal-engine-blueprint-essential-concepts/P7L/unreal-engine-introduction-to-blueprint-essential-concepts"
		}
	},
	{
		"tags": ["pedagogy", "computing"],
		"title": "Network Simulator",
		"description": "Use a network simulator to make networking more practical than theoretical",
		"url": {
			"cs4g": "https://netsim.erinn.io/",
			"code.org": "https://studio.code.org/s/netsim/",
			"ncce": "https://teachcomputing.org/curriculum/key-stage-4/networks",
			"HelloWorld": "https://helloworld.raspberrypi.org/articles/HW8-make-networks-interesting-with-filius"
		}
	},
	{
		"tags": ["computing", "digital-literacy"],
		"title": "Domain name",
		"description": "Understand the process of registering a domain name and hosting a service. DNS Record A, AAAA, MX. Mail forwarding?",
		"url": {
		}
	},
	{
		"tags": ["digital-literacy"],
		"title": "Judging Quality of Information",
		"description": "FakeNews, DeepFakes, Quality/Credibility of information",
		"url": {
			"iDEA": "https://idea.org.uk/badge/fake-news",
			"iDEA2": "https://idea.org.uk/badge/fake-news-detector",
			"nc": "key-stage-3"
		}
	},
	{
		"tags": ["digital-literacy"],
		"title": "Careers",
		"description": "Breath of digital careers. Bioinformatics, Social media co-ordination, AI Prompt Engineer, Dev-Ops, Embedded systems, VR, IoT, Data Science, Data Visualisation, more!",
		"url": {
			"iDEA": "https://idea.org.uk/badge/digital-careers"
		}
	},
    {
        "id": "",
        "tags": ["ict", "computing"],
        "title": "Draw a graph/visualisation from a dataset",
        "description": "",
		"url": {
			"iDEA": "https://idea.org.uk/badge/data-visualisation",
			"nc": "key-stage-3"
		}
    },
	{
        "id": "",
        "tags": ["computing"],
        "title": "Draw geometric shapes with recursion",
        "description": "Recursive tree"
    },
    {
        "id": "",
        "tags": ["ict"],
        "title": "Advanced Web Search: AND, OR, NOT, Date, Location",
        "description": "",
		"url": {
			"nc": "key-stage-3"
		}
    }

]