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Digital Transformation (DX)
: The integration of digital technology into all areas of a business, fundamentally changing how the enterprise operates and delivers value to customers.
SWOT Analysis
: A strategic planning tool used to evaluate an organization by mapping out its internal factors (Strengths and Weaknesses) alongside its external factors (Opportunities and Threats).
PEST Analysis
: A macro-environmental scan that analyzes the external market factors impacting an IT business: Political, Economic, Social, and Technological.
Business Model Canvas (BMC)
: A lean startup strategic management template consisting of 9 blocks designed to map out, develop, and visually brainstorm a company’s value proposition, infrastructure, customers, and finances.
Product, Price, Place, and Promotion
The 4 Ps of Marketing
: The fundamental marketing mix variables used to position an IT product or service:
Value Chain Analysis
: A structural framework developed by Michael Porter that analyzes the sequence of internal business activities (Primary and Support) that add value to a product or service before it reaches the end user.
IT Governance
: A formal structure that ensures an enterprise's IT infrastructure and operations actively sustain and extend the organization’s overall strategies and objectives (aligning IT with business goals).
Enterprise Architecture (EA)
: A blueprinting methodology that defines the structure and operation of an organization's business processes, information systems, personnel, and organizational units to direct IT investments.
ITIL (Information Technology Infrastructure Library)
: A widely adopted, global framework of best practices for delivering, managing, and continuously improving IT Service Management (ITSM).
SLA (Service Level Agreement)
: A formally negotiated commitment or contract between an IT service provider and a client that explicitly outlines the expected service standards, uptime, and performance metrics.
KPI (Key Performance Indicator)
: A quantifiable, measurable value used to track and evaluate the success of an organization or project in meeting specific operational and strategic performance goals.
CSF (Critical Success Factor)
: A key element or specific area an organization must excel at to achieve its strategic mission and successfully execute a business plan.
Feasibility Study
: An analytical review assessing the practicality, total cost, and viability of a proposed IT project. It is evaluated across dimensions: Technical (can we build it?), Economic (can we afford it?), and Operational (will it work in our environment?).
TCO (Total Cost of Ownership)
: A financial estimate designed to help consumers and enterprise managers assess direct and indirect costs related to buying, deploying, operating, maintaining, and retiring an IT asset over its full lifecycle.
ROI (Return on Investment)
: A performance metric used to evaluate the efficiency or profitability of an IT investment, calculated by dividing the net profit of the investment by its original cost.
Cloud Economics
: The study of capital expenditures (CapEx—purchasing hardware upfront) versus operational expenditures (OpEx—pay-as-you-go cloud utility consumption) when shifting local datacenters to cloud infrastructures.
Intellectual Property (IP)
: Intangible creations of the human intellect protected by legal frameworks to grant creators exclusive commercial rights.
Patent
: A government authority or license conferring the sole right to exclude others from making, using, or selling an invention for a set period (typically 20 years). Requires an inventive step and industrial utility.
Copyright
: A legal right that grants the creator of an original work (including software source code, manuals, and designs) exclusive rights to its use and distribution, typically protecting the expression of an idea rather than the underlying functionality.
Open Source License (GPL vs. BSD/MIT)
: Legal frameworks governing how software source code can be reused:
GPL (General Public License / Copyleft)
: Requires any derivative works to also be open-sourced under the exact same terms.
MIT/BSD (Permissive)
: Allows reuse with minimal restrictions, letting developers incorporate the code into closed, proprietary software.
GDPR (General Data Protection Regulation)
: A landmark, comprehensive data privacy and security law that imposes strict obligations on organizations anywhere in the world that target or collect personal identifying information (PII) belonging to individuals.
Normative Ethics
: The branch of philosophical ethics focused on establishing foundational criteria or rules for determining what actions are morally right or wrong (commonly split into Deontology/Duty-based and Consequentialism/Utilitarianism).
Applied Ethics
: The practical, real-world application of ethical theories to specific, controversial fields, such as IT engineering, medicine, or corporate management.
Ethical Misconduct
: Actions within an enterprise context (such as intellectual property theft, accounting fraud, bribery, and misuse of corporate computing resources) that violate established company compliance guidelines and laws.
AI Bias / Algorithmic Bias
: Systematic and repeatable errors in a computer system that create unfair outcomes, typically stemming from prejudiced training datasets or flawed machine learning model architectures.
Data Ethics
: A specific branch of ethics evaluating moral problems related to the collection, profiling, commercial monetization, and lifecycle processing of massive datasets.