🗃️Quotes

The following section contains a list of the concepts grouped by knowledge area, for which quotes are available. Just click on the link to jump to the corresponding selection of quotes.

Business Intelligence/Data Analytics

Accessibility, Accountability, Actions, Alerts, Analytics (Predictive Analytics) , Architecture, Artificial Intelligence [AI], AI models, Assumptions, Autonomy, Availability, Averages, Benchmarks, Business Intelligence, Challenges, Classification, Collaboration, Compatibility, Competitive Advantage, Complexity, Context, Control, Dashboard, Data agents, Data Analysis, Data Analytics, Data architecture (Hub & Spoke, Medallion Architecture), Data catalog, Data cleaning, Data Collection, Data drift, Data Engineers, Data enrichment, Data exploration, Data Fabric, Data federation, Data inngestion, Data integration, Data Lake, Data Lakehouse, Data Mart, Data monitoring, Data projects, Data Mesh, Data modeling, Data orchestration, Data Pipeline, Data preparation, Data processing, Data products, Data security, Data sharing, Data silos, Data storage, Data store, Data streams, Data structure, Data swamp, Data transformation, Data virtualizatio, Data Visualization, Data Warehouse, Data worflow, Dashboards, Datasets, Decision-making, Delivery, Delta Lake, Democratization, Design, Development, DevOps, Discovery, Domain, Duplicates, Ecosystem, Empowerment, ETL/ELT, Expertise, Explanation, Federation, Flexibility, Fragility, Governance, Graphics, Health, Reliability, Implementation, Information Systems, Innovation, Integrity, Hypothesis, Insight, KPIs, Indicator, Insight, Knowledge graph, Lakehouses, Lineage, Machine Learning, Maintainability, Measures/Metrics, Measurement, Metrics, Microservices, Mistakes, MLOps, Modularity, Myths, Observability, OLTP/OLAP, Operations, Ownership, Patterns, Performance, Persuation, Policies, Practices, Problems, Processes, Productivity, Quality, Real-time processing, Reporting, Responsibility, Reusability, Scalability, Schema, Self-Service, Single Source of Truth, Storytelling, Systems (Information Systems), Testing, Traceability, Transactions, Trends, Trust, Value, Visibility

Data Management

Data architecture, Data contracts, Data Governance, Data Management, Data Quality, Metadata, Numeracy, Versioning

Data Science

. 05 level, Accuracy, Action, Aggregation, Analogy, Analysis, Analytics, Approximation, Artificial Intelligence, Assumptions, , Beauty, Bias, Big Data, Black Boxes, Boosting, Bootstrapping, Causality, Central Limit Theorem, Central Tendency, Centrality, Certainty, Chance, Change, Classification, Clustering, Coincidence, Conclusions, Conjecture, Consistency, Constraints, Common Sense, Complexity, Computation, Confidene, Confidence interval, Consistency, Context, Control, Correlation, Data, Data Analysis, Data Analysts (Exploratory Data Analysis (EDA)) , Data Collection, Data Exploration, Data literacy, Data Mining, Data Models, Data Scientists, Data Products, Data Science, Datasets, Decision-making, Decision theory, Decision Trees, Deduction, Definitions, Description, Dimensionality, Discovery, Dipersion, Domains, Encoding/Decoding, Errors/Misconceptions, Errors in Statistics, Estimation, Events( Rare events), Evidence, Experience, Expertize, Explainability, Facts, Features, Fitting, Forecasting, Fuziness, Generalization, Gradients, Graphs, Groups, Guessing, Hallucination, Heuristics, Hypothesis, Hypothesis Testing, Idealization, Independence, Induction, Inference, Information, Insight, Intuition, Invariance, Iteration, Issues, Laws, Learning (Learning transfer, Supervised, Unsupervised), Least Squares, Linearity, Location, Logarithms, Lying with Statistics, Machine Learning, Matching, Measurement, Method, Missing Data, Models (All  models are wrong, Bad models, Good models), Myths, Noise, Networks (Bayesian Networks, Semantic Networks),   Normality, Null Hypothesis, Observation, Optimization, Outliers, Overfitting, Parameters, Patterns, Percentiles & Quantiles, Phenomena, Planning, Policies, Precision, Prediction, Problems, Procedures, Prototyping, Principles, Probabilistic Models, Probability, Puzzles, Qualitative vs. Quantitative, Randomization, Randomness, Regression, Regression toward the mean, Regularities, Regularization, Relations, Risk, Samples/ Sampling, Science, Significance, Similarity, Simplicity, Simulations, Statistical Modeling, Statisticians, Statistics, Statistics' Misusage, Success, Statistics' Usage (Bayesian Statistics), Scientific Method, Signals, Skewness, Standard, Standard deviation, Superintelligence, Symmetry/Asymmetry, Testing, Tests (Statistical) , Time Series, There's No Free Lunch, Tools, Trails, Training, Transformations, Trust, Uncertainty, Underfitting, Usefulness, Users, Variability, Variables, Variance, Variation, Weights

DBMS

Database (I, II), Database Design, Database Management Systems

Governance

Accountability, Authority, Control, Delegation, Responsibility

Graphical Representation

Accuracy, Aesthetics, Ability, Adaptation, Aggregation, Ambiguity, Angles, Appropriateness, Approximation, Area, Assumptions, Audience, Axes, Background,               Bar charts, Beauty, Bias, Boundaries, Breaks, Clutter, Categorical data, Categories, Certainty/Uncertainty, Change, Charts (Lying with Charts), Circles, Clarity, Clearness, Cluster, Colors, Coordinates, Column charts, Communication, Comparison, Composition, Confirmation, Confusion, Connection, Context, Cues, Chart, Clarity, Complexity, Conclusions, Confusion, Connections, Continuity, Criticality, Criticism, Culture, Curvature, Curves, Dashboards, Deception, Decision-making, Decoding, Decorations, Dendogram, Density, Descriptions, Design/ Designers, Details, Good Design, Diagramming, Dialogue, Dials, Dimensions, Distortion, Dispersion, Donut, Dot Plots/Charts, Emphasis, Encoding, Effectiveness, Errors (Standard errors) Excellence, Exceptions, Execution, Executives, Experience, Explainability, Explanation, Exploration, Extrapolation, Features, Feedback, Flow charts, Fluctuations, Footnotes, Frameworks, Frequencies, Function, Gaps, Goals, Good Graphics, Grammar, Graphics, Grids, Guidelines,                 Headlines, Heatmap, Heuristics, Histograms, Icons, Idealization, Illustrations, Improvement, Index Numbers, Indexes, Infographic, Information, Ink, Integrity, Interpretation, Inquiry, Insight, Issues,                Junk Charts, Knowledge, Labels, Learning, Limits, Line graphs, Linearity, Logarithmic charts, Magnitude, Maps, Mastery, Matrices. Meaning, Message, Metaphor, Method, Metrics, (Mis-)interpretation, Mislead, Mistakes, Multivariate, Myths,  Narrative, Noise, Nomographs, Numbers, Objectivity, Opportunities, Order, Organization, Orientation, Outliers, Overlapping, Overloading, Parsimony, Parts-to-Whole, Patterns, Percentages, Perception, Perfection, Perspectives, Phenomena, Pictures, Pie charts, Pitfalls, Plotting (Overplotting), Plots, Points, Position, Power, Precision, Presentation, Problems, Projections, Prototyping, Proximity, Qualitative vs. Quantitative, Quality, Readability, Reading, Reality, Rectangles, Regularity, Relations,      Relationships, Relevance,  Reliability, Representation, Research, Resolution, Responsibility, Results, Rules, Rulings, Scales, Scatter charts, Science, Series, Sequence, Shade, Shape, Signal, Size, Skewness/Kurtosis, Similarity, Simplification, Size, Slopes, Space, Sparklines, Speed, Speedometer, Standards, Statistics, Stories, Streams, Structure, Style, Success, Symbols, Symmetry, Tables, Texture, Thermometers, Time, Titles, Tools, Transformation, Tree maps, Trellis, Trends, Understanding, Univariate vs Multivariate Data/Bivariate data, Value, Values (Large values), Variable, Variation, Venn diagrams, Variation, Variability, Viewers, Views, Visibility, Volume, Weight, Writing, Zero

IT

Automation, Computers, Computer Science, Computing, Machines Privacy

Knowledge Management

Domains, Information Overload Knowledge

Operations Management

Operations Research

Performance Management

Efficiency, Excellence, Learning, Mastery, Measurement, Motivation, Performance, Productivity, Resilience, Skills, Success, Teams, Teams [Sports], Training

Process Management

Business Processes, Process Reengineering World Wide Web,

Project Management

Estimation, Laws, Project Failure, Project Management (I, II), Quality Risk, Success

Quality Management

Quality

Software Engineering

Agile Methods, Algorithms, Annotations, Architecture, Assumptions, Automation, Beauty, Belief, Benefit, Bugs, Changes, CI/CD, Code, Collaboration, Components, Conceptual Models, Context, Coordination, Control, Costs, Data migration, Data structures, Decision-Making, Design, Design Pattern, DevOps, Diagramming, Documentation, Domains, Economy, Engineering, Error, Experience, eXtreme Programming, Failure, Features, Feedback, Frameworks, Generative AI, Good/bad/ugly, Heuristic, Idealization, Implementation, Improvement, Information Systems, Innovation, Integration, Intent, Iterative Development, Laws, Limitation, Limits, LLMs, Maintainability, Maintenance,  Methodology, Models, Mistakes, Myths,  Opportunities, Optimization, Patterns, Perfection, Performance, Practices, Principles, Problem solving, Programing, Programing Languages, Programming mistakes, Prompting, Programming standards, Programmers, Prototyping, Quality, Quality Assurance, Refactoring, Relationships, Release, Rules, Requirements specification , Resources, Responsibility, Reusability, Risks, Rule, Simplicity, Simplicity vs Complexity, Skills, Solutions, Software, Software Deployment, Software Development, Software Engineering, Software Maintenance, Software Projects, Standards, Success, Symbols, Testing, Tools, Understanding, User stories, Users, Value, Versioning OOP Abstraction, Class, Cohesion, Contracts, Coupling, Encapsulation, Functions, Inheritance, Interface, Method, Modularity, Object-Oriented Programming (OOP), Polymorphism, Structure,  Prompt Engineering Agents, Artificial Intelligence (Agentic AI), Alignment, Attention, Augmentation (Retrieval  Augmented Generation [RAG]), Autonomy, Bias, Challenge, Control, Domain, Embedding, Etics, Explainability, Feature (Feature Engineering), Governance, Knowledge Bases, Intelligence, Issues, Limitations, Model (Generative models, Language models, Large Language Models [LLM], Model Context Protocol [MCP]), Prompt Engineering, Prompting, Responsibility, Retrieval  Augmented Generation [RAG], Self-attention, Training, Transformers

Strategic Management

Accuracy, Action, Agility, Analysis, Assumptions, Autonomy, Belief, Cause-Effect , Challenges, Communication, Competence, Competitive Advantage, Complexity, Connectedness, Context, Control, Cooperation, Coordination, Culture, Customers, Decision Making, Decision Trees, Decision-Making, Delegation, Directing, Effectiveness, Efficiency, Empowerment, Enterprise Architecture, Enterprise Engineering, Ethics, Executives, Experience, Failure, Feedback, Foundation, Game Theory, Games, Good/bad, ugly, Governance, Goals, Hierarchies, Holism, Information, Information Systems, Innovation, Integration, Interaction, Intuition, Invention, Key results, Leadership, Leadership vs. Management, Limits, Loops, Management, Managers, Methods, Methodologies, Mission, Objectives, Operations, Opportunity, Outputs, Patterns, Perspective, Policy, Politics, Principles, Problems, Processes, Quality, Recursion, Relations, Relationships, Risk, Scorecards, Standards, Strategic Planning, Strategic Thinking, Simplicity, Strategic Thinking, Strategy, Structure, Success, Synergy, Tactics, Targets, Technology, The Art of War, Threats, , Trust, Values, Vision, Waste,

Systems Engineering

Action, Attractors, Behavior, Boundaries, Bounded Rationality, Causal Map, Causality, Change, Coherence, Communication theory, Complex Systems, Complexity, Control, Cybernetics, Design Patterns, Ecology, Emergence, Entropy, Environment, Equilibrium, Explainability, Exponential Growth, Failure, Feedback, Feedback Loop, Features, Feedback, Fractals, Goals, Good/bad/ugly Idealization, Information Processing, Information Theory, Interactions, Interconnectedness, Invariance, Issues, Limits, Methodology, Nonlinearity, Optimization, Parameters, Parsimony, Perfection, Perturbation, Policies, Prediction, Principles, Problem solving, Processes, Randomness, Self-Organization, Self-similarity, Sensitivity, Similarity, Simplicity, Stability, Storytelling, Structure, Success, Symmetry, Synergy, Systems Engineering, Systems Theory, Systems Thinking, Tools

Authors

A Stafford Beer, Abraham Kaplan, Alan J Perlis, Alan M Turing, Albert Einstein, Alberto Cairo, Alistair Cockburn, Amit Ray, Andrew S Grove, Boris Beizer, Bruce Henderson, C Anthony R Hoare, C West Churchman, Cathy O'Neil, Carl von Clausewitz, Carlos Gershenson, Charles A R Hoare, Chester I Barnard, Dale E Zand, Daniel J Levitin, Darell Huff, David S Salsburg, Donald E Knuth, Donald J Wheeler, Donella H Meadows, Douglas McGregor, Edsger W Dijkstra, Edward R Tufte, Edward Yourdon, Ely Devons, Ernest Dale, Foster Provost, Frederick Mosteller, Frederick P Brooks, Fritjof Capra, George B Dantzig, George Siemens, Grady Booch, Harold Geneen, Henry Mintzberg, Herbert A Simon, Ian Sommerville, Jacques Bertin, James D Mooney, James L Hayes, James Surowiecki, Joel Best, Joel Katz, John D Kelleher, John D Sterman, John H Holland, John Naisbitt, Joseph M Juran, Joseph Weizenbaum, Judea Pearl, Karl E Weick, Kenichi Ohmae, Kenneth E Boulding, Kenneth E Iverson, Kent Beck, Kevin Kelly, Lawrence K Samuels, Malcolm Gladwell, Margaret Y Chu, Martin Fowler, Matthew Kirk, Marvin Minsky, Michael E Porter, Michael M Hammer, Nathan Yau, Pedro Domingos, Paul Cilliers, Peter Coad, Peter F Drucker, Peter M Senge, Philip Kotler, Ray Kurzweil, Rebecca Wirfs-Brock, Richard L Daft, Richard Rumelt, Richard W Hamming, Robert C Martin, Robert Grant, Robert Heller, Robert S Kaplan, Ronald A Fisher, Russell L Ackoff, Stephen Covey, Stephen Few, Stephen G Haines, Steve C McConnell, Tim Berners-Lee, Tom DeMarco, Warren G Bennis