Systems Analysis Wiki Catalog (اردو)

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Systems Analysis Wiki محققین، طلباء اور مختلف شعبوں کے پیشہ ور افراد کے لیے ایک معلوماتی وسیلے اور حوالہ جاتی ماخذ کے طور پر کام کرتا ہے۔

اہم! اس وقت Systems Analysis Wiki تجرباتی حالت میں ہے اور زیرِ تشکیل ہے۔ اسے ملاحظہ کرنے کی سفارش کی جاتی ہے۔

نظامی نقطۂ نظر

بڑے لسانی ماڈل (LLM)

بڑے لسانی ماڈلوں کا کیٹلاگ (LLM)

Prompt انجینیئرنگ (LLM)

AI-ایجنٹ (LLM)

تشخیص اور میٹرک موازنہ (LLM)

Benchmark اور Dataset (LLM)

آپریشنز ریسرچ

فیصلہ سازی کا نظریہ

Machine Learning اور ڈیٹا تجزیہ

  • Data
  • Data Analysis
  • Big Data
  • Data Visualization
  • Frameworks and Tools
  • Statistical Analysis
  • Hypothesis Testing
  • Type I and Type II Errors
  • Correlation Analysis
  • Regression Analysis
  • Regression Models
  • Analysis of Variance
  • Normality of Distribution
  • Significance Tests
  • Machine Learning
  • Basic Concepts of ML
  • Learning Paradigms
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
  • Classification
  • Clustering
  • Ensemble Methods
  • Dimensionality Reduction
  • Feature Selection
  • Quality Metrics and Model Evaluation
  • Overfitting
  • Underfitting
  • Cross-validation
  • Interpretability
  • Glossary of Machine Learning
  • Deep Learning
  • Basic Concepts of Deep Learning
  • Theoretical Foundations of DL
  • Neural Network Architectures
  • Neural Network Training Methods
  • Optimization in Neural Network Training
  • DL Frameworks and Tools
  • Generative Models
  • Natural Language Processing
  • Computer Vision
  • Recommender Systems
  • Anomaly Detection
  • Time Series Forecasting
  • AutoML
  • MLOps
  • Model Bias and Fairness
  • Literature on Machine Learning
  • Machine Learning and Data Analysis. Section Catalog

انتظام

  • انتظام
  • Control Theory
  • Systems Analysis in Management
  • Black Box Model in Management
  • Object of Management
  • Subject of Management
  • Management Process
  • Process Approach
  • منصوبہ بندی
  • Enterprise Management
  • Corporate Governance
  • Change Management
  • Requirements Management
  • Enterprise Planning
  • Project Management
  • منصوبے کی منصوبہ بندی
  • Project Lifecycle
  • Scope Management
  • Cost Management
  • انتظامِ خطرات
  • Program Management
  • Portfolio Management
  • Project Management Standards
  • Risk Management Standards
  • Knowledge Management
  • Management Standards
  • معیارات کوالٹی
  • PMBOK
  • Agile
  • Scrum
  • ISO 21500
  • ISO 31000
  • Management. Section Catalog

سسٹمز انجینیئرنگ

حکمتِ عملی کا تجزیہ

  • Strategic Analysis
  • Strategic Planning
  • Stakeholder Analysis
  • Decision Analysis
  • Program Evaluation
  • فوائد اور اخراجات کا تجزیہ (CBA)
  • ڈیلفائی طریقہ
  • SWOT Analysis
  • PEST-تجزیہ
  • PESTLE-تجزیہ
  • Factor Analysis in Strategic Management
  • Analysis of Development Options
  • Robustness Analysis of Decisions
  • Strategy Formulation
  • Foresight Analysis
  • Technology Foresight
  • Uncertainty Analysis in Strategic Planning
  • Hybrid Threats and Strategic Risk Assessment
  • System Modeling in Strategic Analysis
  • Strategic Scenario Analysis under Uncertainty
  • Policy Analysis
  • Systems Transitions Applied Research
  • Think Tank
  • Strategic Analysis. Section Catalog

طریقہ کار اور علم الوجود

  • Methodology
  • Epistemology
  • Methodology of Scientific Cognition
  • Scientific Methods and Approaches
  • Hypothetico-deductive Method
  • Deduction and Induction
  • Abduction
  • Falsifiability
  • Complexity and Uncertainty
  • Meta-levels of Analysis
  • Reflexive Methods
  • Modeling as a Method of Cognition
  • Systems Approach in Science
  • Interdisciplinarity
  • Frames of Thinking
  • Constructivism
  • Critical Rationalism
  • Paradigms
  • Ontology
  • ہدف سازی
  • Cybernetics
  • مفہوم
  • Notion
  • Term
  • Classification
  • Analysis
  • Synthesis
  • Methodology and Epistemology. Section Catalog

ریاضیاتی ماڈل سازی

  • ریاضیاتی ماڈل
  • ریاضیاتی ماڈل سازی
  • Goals of Mathematical Modeling
  • Mathematical Modeling Process
  • Mathematical Modeling Methodology
  • Deterministic and Stochastic Models
  • Static and Dynamic Models
  • Discrete and Continuous Models
  • Analytical Models
  • Numerical Models
  • Simulation Models
  • Agent-based Models
  • Hybrid Models
  • Stages of Modeling
  • Model Construction
  • Model Identification
  • Model Verification and Validation
  • Model Implementation
  • Interpretation of Modeling Results
  • Model Limitations
  • Modeling Errors
  • Glossary of Mathematical Modeling
  • Literature on Mathematical Modeling
  • Mathematical Modeling. Section Catalog

ریاضی

  • احتمال کا نظریہ
  • Mathematical Statistics
  • Stochastic Processes
  • Information Theory
  • Measure and Integral
  • Mathematical Analysis
  • Linear Algebra
  • Linear Spaces
  • Differential Equations
  • Vector and Tensor Calculus
  • Functions and Mappings
  • Mathematical Logic
  • Predicate Calculus
  • Set Theory
  • Discrete Mathematics
  • Combinatorics
  • Optimization Theory
  • Numerical Methods
  • Game Theory
  • Graph Theory
  • Queuing Theory
  • Mathematics. Section Catalog
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