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8 August 2026

  • 08:4908:49, 8 August 2026 Tax planning (hist | edit) [10,691 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Tax planning''' is the process of organizing financial affairs and transactions within the applicable legal and regulatory framework to manage tax liabilities and understand the tax consequences of financial decisions. It may involve considering income, investments, business activities, deductions, credits, retirement arrangements, asset transfers, and the timing of transactions. Tax planning is distinct from Tax evasion, which involves the illegal concealmen...")
  • 08:4808:48, 8 August 2026 Net worth (hist | edit) [7,787 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Net worth''' is the value of an individual's, household's, organization’s, or other entity's assets after subtracting its liabilities. It is a measure of financial position at a particular point in time. For an individual or household, net worth can include financial assets, real estate, business interests, personal property, and other assets, less outstanding debts and other financial obligations. The basic relationship is: <math> \text{Net Worth} = \text{To...")
  • 08:4808:48, 8 August 2026 Estate planning (hist | edit) [9,752 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Estate planning''' is the process of arranging the management, protection, and transfer of an individual's assets and other interests during their lifetime and after death. It may involve legal, financial, and tax considerations and is generally intended to ensure that assets are transferred or managed according to the individual's wishes while addressing the interests of beneficiaries and other relevant parties. Estate planning may include the preparation of a [...")
  • 08:4708:47, 8 August 2026 Personal finance (hist | edit) [10,408 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Personal finance''' is the management of an individual's or household's financial resources, including income, spending, saving, investing, borrowing, insurance, taxation, and retirement planning. It involves making financial decisions over time to meet current obligations, manage risks, accumulate wealth, and achieve longer-term financial objectives. Personal finance encompasses both day-to-day financial management and long-term financial planning. The appropria...")
  • 08:4608:46, 8 August 2026 Social security (hist | edit) [8,662 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Social security''' is a system of government programs designed to provide income or other financial protection to individuals and households against specified social and economic risks, including retirement, disability, unemployment, sickness, and loss of income following the death of a household provider. Social-security systems vary substantially among countries. They may be financed through payroll contributions, general taxation, dedicated social-insurance co...")
  • 08:4508:45, 8 August 2026 Annuity (hist | edit) [8,609 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Annuity''' is a financial arrangement involving a series of payments made or received at regular intervals. Annuities are commonly used in retirement planning to convert a lump sum or accumulated savings into a stream of income over a specified period or, in some arrangements, for the lifetime of an individual. An annuity may be structured to provide payments for a fixed period, for the lifetime of the recipient, or according to other contractual t...")
  • 08:4408:44, 8 August 2026 Retirement (hist | edit) [7,625 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Retirement''' is the period of life in which an individual reduces or ceases regular employment or other primary income-generating activity, generally after reaching a specified age or accumulating sufficient financial resources to support continued living expenses. Retirement may be voluntary or involuntary and may occur at different ages depending on an individual's financial circumstances, employment conditions, health, personal preferences, and applicable pen...")
  • 08:4408:44, 8 August 2026 Pension (hist | edit) [6,915 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Pension''' is a form of retirement income or a retirement benefit paid to an individual, typically after reaching a specified retirement age or satisfying other eligibility conditions. A pension may be provided through an employer-sponsored Pension plan, a government program, an insurance arrangement, or another retirement system. Pensions are generally designed to provide income after an individual leaves the workforce. The amount and duration of pension pay...")
  • 08:4208:42, 8 August 2026 Pension plan (hist | edit) [8,801 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Pension plan''' is a retirement arrangement established to provide income or other benefits to individuals after retirement. A pension plan generally specifies how contributions are made, how assets are managed, how benefits are calculated or accumulated, and how retirement benefits are distributed. Pension plans may be sponsored by employers, governments, financial institutions, or other organizations. They may be structured as Defined benefit pension plan|def...")
  • 08:4108:41, 8 August 2026 Defined benefit pension plan (hist | edit) [9,629 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Defined benefit pension plan''' ('''DB plan''') is a type of Pension plan in which the retirement benefit payable to a participant is determined according to a predetermined formula or benefit structure. The benefit may depend on factors such as salary, years of service, age at retirement, and other conditions specified by the plan. Unlike a Defined contribution pension plan, a defined benefit plan generally specifies the retirement benefit rather than th...")
  • 08:4108:41, 8 August 2026 Defined contribution pension plan (hist | edit) [9,222 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Defined contribution pension plan''' ('''DC plan''') is a type of Pension plan in which the contributions made to an individual's retirement account are specified according to a predetermined formula or arrangement, while the amount of retirement benefits ultimately received depends on factors such as contributions, investment performance, fees, and the timing and form of withdrawals. Unlike a Defined benefit pension plan, a defined contribution plan gene...")
  • 08:4008:40, 8 August 2026 Pension fund (hist | edit) [9,511 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Pension fund''' is a financial arrangement or institutional pool of assets established to finance pension benefits for individuals during retirement. Pension funds collect contributions from employers, employees, governments, or other sources and invest those funds in financial or other assets to generate resources for future pension obligations. Pension funds are important institutional investors in financial markets and may invest across Asset class|asset cla...")
  • 08:3908:39, 8 August 2026 Bank (hist | edit) [9,391 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Bank''' is a financial institution that accepts deposits or other forms of repayable funds, provides credit and financing, facilitates payments, and offers other financial services to individuals, businesses, governments, and other organizations. Banks play a central role in the financial system by intermediating between providers and users of capital and by facilitating the movement of money through payment and settlement systems. Banks may conduct activities in...")
  • 08:3808:38, 8 August 2026 Liquidity management (hist | edit) [9,903 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Liquidity management''' is the process of ensuring that an organization has sufficient cash and readily available financial resources to meet its obligations when they become due, while seeking to avoid holding excessive amounts of low-yielding liquid assets. It is a fundamental component of Financial management, Risk management, and Asset-liability management. Liquidity management involves forecasting cash flows, maintaining appropriate liquidity res...") Tag: Visual edit: Switched
  • 08:3708:37, 8 August 2026 Asset-liability management (hist | edit) [9,450 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Asset-liability management''' ('''ALM''') is a financial management process used to coordinate the management of an organization's assets and liabilities in order to manage liquidity, interest-rate risk, funding requirements, capital, and other financial risks. Asset-liability management is particularly important for banks, insurance companies, pension funds, and other financial institutions whose assets and liabilities may differ...") Tag: Visual edit: Switched
  • 08:3608:36, 8 August 2026 Balance-sheet optimization (hist | edit) [9,981 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Balance-sheet optimization''' is the process of managing the composition, structure, and allocation of a company's balance sheet to improve financial efficiency, liquidity, profitability, capital adequacy, and risk management while maintaining the organization's strategic and regulatory requirements. Balance-sheet optimization may involve adjusting the mix of assets, liabilities, and Shareholders' equity|shareholders' equit...") Tag: Visual edit
  • 03:0703:07, 8 August 2026 Hyperparameter optimization (hist | edit) [10,417 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Hyperparameter optimization''' is the process of selecting values for the hyperparameters of a Machine learning model in order to improve its performance according to a specified evaluation criterion. Unlike model parameters, which are learned from training data, hyperparameters are generally specified before or during the training process and control aspects of model architecture, training, or regularization. Hyperparameter optimization is commonly performed...") Tag: Visual edit
  • 03:0403:04, 8 August 2026 Cross-validation (statistics) (hist | edit) [8,657 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Cross-validation (statistics)''' is a statistical resampling technique used to evaluate the performance and generalization ability of a predictive model by repeatedly dividing available data into training and validation subsets. It is widely used in Machine learning for model evaluation, model selection, and hyperparameter tuning. In cross-validation, different portions of the dataset are used for training and validation so tha...") Tag: Visual edit
  • 03:0203:02, 8 August 2026 Overfitting (hist | edit) [8,367 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Overfitting''' is a phenomenon in Machine learning in which a model learns the training data too closely, including patterns, noise, or random variations that do not generalize to new or previously unseen data. An overfitted model may achieve very low error on its training dataset while performing substantially worse on validation or test data. Overfitting is commonly associated with models that have excessive complexity relative to the amount or quality of a...") Tag: Visual edit
  • 03:0103:01, 8 August 2026 Regularization (mathematics) (hist | edit) [8,330 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Regularization (mathematics)''' is a mathematical technique used to modify an optimization problem by introducing additional constraints or penalty terms to discourage undesirable solutions. In Machine learning, regularization is commonly used to reduce Overfitting by penalizing model complexity and encouraging solutions that generalize better to previously unseen data. A regularized optimization objective can generally be represented as: <math> J(\thet...") Tag: Visual edit
  • 02:5602:56, 8 August 2026 Loss function (hist | edit) [7,915 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Loss function''' is a mathematical function used in Machine learning and statistical modelling to quantify the difference between a model's predicted output and the desired or observed outcome. It provides a numerical measure of model error that can be used to evaluate and optimize the model's performance. During model training, an optimization algorithm such as Gradient descent attempts to minimize the loss function by adjusting the model's parameters. I...") Tag: Visual edit
  • 02:5202:52, 8 August 2026 Gradient descent (hist | edit) [7,764 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Gradient descent''' is an iterative optimization algorithm used to minimize a loss function by adjusting the parameters of a mathematical model in the direction that reduces the loss. It is one of the fundamental optimization methods used in Machine learning and Deep learning, particularly for training artificial neural networks. Gradient descent uses the gradient of the loss function to determine the direction of greates...") Tag: Visual edit
  • 02:5002:50, 8 August 2026 Chain rule (hist | edit) [4,432 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Chain rule''' is a fundamental rule of differential calculus used to calculate the derivative of a composite function. It expresses how the rate of change of an outer function with respect to an inner function combines with the rate of change of the inner function with respect to the independent variable. If a function is defined as: <math> y=f(g(x)) </math> then the derivative of '''y''' with respect to '''x''' is: <math> \frac{dy}{dx} = \frac{dy}{dg} \...") Tag: Visual edit
  • 02:4902:49, 8 August 2026 Backpropagation (hist | edit) [8,317 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Backpropagation''' is an algorithm used to efficiently calculate the gradients of a loss function with respect to the parameters of an Artificial neural network. It enables neural networks to learn by determining how changes in the network's weights and biases affect the difference between the model's predicted output and the desired output. Backpropagation applies the chain rule of calculus to propagate error information backward through the layers of a...") Tag: Visual edit
  • 02:4802:48, 8 August 2026 Artificial neural network (hist | edit) [9,321 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Artificial neural network''' ('''ANN''') is a computational model composed of interconnected processing units, commonly called neurons, that is designed to learn patterns and relationships from data. Artificial neural networks are a major component of Machine learning and form the foundation of many Deep learning systems. An artificial neural network typically consists of an input layer, one or more hidden layers, and an output layer. Each connection betw...") Tag: Visual edit
  • 02:4702:47, 8 August 2026 Deep learning (hist | edit) [8,808 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Deep learning''' is a branch of Machine learning that uses multilayer artificial neural networks to learn complex patterns and representations from data. Deep learning models can automatically learn hierarchical representations from large datasets and are widely used in artificial intelligence applications involving language, images, speech, video, prediction, and decision-making. Deep learning differs from many traditional m...") Tag: Visual edit
  • 02:4702:47, 8 August 2026 Artificial intelligence (hist | edit) [8,852 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Artificial intelligence''' ('''AI''') is a field of computer science concerned with developing computational systems capable of performing tasks that typically require aspects of human intelligence, including learning, reasoning, perception, language processing, problem-solving, decision-making, and pattern recognition. Artificial intelligence encompasses a broad range of methods and technologies, including Machine learning, Deep learning, Natural langu...") Tag: Visual edit
  • 02:4602:46, 8 August 2026 Machine learning (hist | edit) [8,541 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Machine learning''' ('''ML''') is a field of artificial intelligence concerned with developing computational methods that enable systems to learn patterns, relationships, and representations from data and use them to make predictions, classifications, decisions, or generate outputs without relying exclusively on explicitly programmed rules. Machine learning systems are trained using data and mathematical algorithms to identify patterns that can be applied to...") Tag: Visual edit
  • 02:4602:46, 8 August 2026 Natural language processing (hist | edit) [8,272 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Natural language processing''' ('''NLP''') is a field of artificial intelligence and Computational linguistics concerned with enabling computers to process, analyze, interpret, and generate human language. NLP combines methods from computer science, linguistics, statistics, and Machine learning to process language in written, spoken, and other digital forms. Natural language processing is used in applications including machine translation, speech reco...") Tag: Visual edit
  • 02:4502:45, 8 August 2026 Generative artificial intelligence (hist | edit) [7,683 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Generative artificial intelligence''' ('''generative AI''' or '''GenAI''') is a category of artificial intelligence systems capable of generating new content in response to user inputs or other instructions. Generated content may include text, images, audio, video, software code, and other forms of digital media. Generative artificial intelligence systems learn patterns and representations from training data and use those learned representations to produce ne...") Tag: Visual edit
  • 02:4302:43, 8 August 2026 Large language model (hist | edit) [7,020 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Large language model''' ('''LLM''') is a type of artificial intelligence model designed to process and generate human language by learning statistical and semantic patterns from large collections of text and other data. Large language models are typically based on Deep learning architectures and are trained to predict or generate sequences of tokens, enabling them to perform tasks such as text generation, summarization, translation, question answering, inf...") Tag: Visual edit
  • 02:4102:41, 8 August 2026 Diversification (hist | edit) [7,942 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Diversification''' is an investment and risk management strategy that involves distributing capital across different investments, asset classes, industries, geographic regions, or other exposures to reduce the impact of poor performance in any single investment or group of investments. The underlying principle is that investments with different risk and return characteristics may not respond identically to the same economic or market conditions. Diversification i...")
  • 02:4002:40, 8 August 2026 Investment strategy (hist | edit) [8,124 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Investment strategy''' is a systematic approach used by an investor or investment manager to select, allocate, manage, and monitor investments in accordance with defined financial objectives, risk tolerance, investment horizon, and other investment constraints. An investment strategy establishes the principles and methods used to determine what assets to hold, how much capital to allocate to them, and when portfolio positions should be adjusted. Investment strate...")
  • 02:3702:37, 8 August 2026 Portfolio rebalancing (hist | edit) [6,843 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Portfolio rebalancing''' is the process of buying, selling, or otherwise adjusting investments within a portfolio to restore its asset allocation to predetermined target weights. Rebalancing is used to maintain the intended relationship between different asset classes, securities, or investment strategies as changes in market prices cause portfolio weights to diverge from their target allocations. Portfolio rebalancing is a fundamental component o...")
  • 02:3602:36, 8 August 2026 Benchmark (finance) (hist | edit) [6,703 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Benchmark (finance)''' is a standard or reference measure used to evaluate the performance, risk, or characteristics of an investment, portfolio, financial instrument, or investment strategy. A benchmark provides a basis for comparison against which investment performance can be measured and analyzed. Financial benchmarks may represent a market index, interest rate, commodity price, currency rate, or other reference value. In Portfolio management, benchmarks...")
  • 02:3502:35, 8 August 2026 Passive management (hist | edit) [7,293 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Passive management''' is an investment management approach in which a portfolio is constructed and maintained to track the performance of a specified benchmark, market index, or other predefined investment strategy rather than to systematically outperform it. Passive management generally seeks to replicate the composition and performance characteristics of the underlying benchmark while minimizing unnecessary trading and management costs....")
  • 02:3402:34, 8 August 2026 Active management (hist | edit) [7,296 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Active management''' is an investment management approach in which a portfolio manager or investment team makes deliberate investment decisions with the objective of achieving returns different from, and typically higher than, those of a specified benchmark. Active management may involve security selection, asset allocation, sector allocation, market timing, or other investment decisions based on financial analysis, economic research, valua...")
  • 02:3302:33, 8 August 2026 Portfolio management (hist | edit) [8,022 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Portfolio management''' is the process of selecting, allocating, monitoring, and adjusting a collection of investments in accordance with an investor's financial objectives, risk tolerance, investment horizon, and other constraints. A portfolio may contain multiple asset classes, including equities, fixed-income securities, cash and cash equivalents, real estate, commodities, and alternative investments. Portfolio management combines investment an...")
  • 02:3102:31, 8 August 2026 Asset class (hist | edit) [7,134 bytes] WikiSysopIG (talk | contribs) (Created page with "'''Asset class''' is a category of financial assets that share similar characteristics, economic behavior, and regulatory or investment attributes. Assets within the same class are generally expected to exhibit comparable risk and return characteristics and may respond similarly to changes in economic conditions, interest rates, inflation, or market sentiment. Asset classes are used by investors, portfolio managers, financial institutions, and financial advisers to...")

7 August 2026

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