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Q1. What is meant by accounting principles? What is their necessity? What are the various concepts and conventions of accounting? Why is accounts called the language of business?

Accounting principles are a set of general rules and guidelines used in preparing financial statements. These principles ensure consistency, reliability, and comparability of financial data. They include concepts and conventions accepted universally and provide a framework for accounting practices.

Necessity of Accounting

SIngle Entry and Double Entry System 1. What is Single Entry System and Double Entry System? Single Entry System: • An incomplete and unscientific method of accounting. • Only one aspect of a transaction (usually cash or personal account) is recorded. • Commonly used by small businesses. • Does not provide a complete financial picture. Double Entry System: • A scientific and systematic method of accounting. • Both aspects of every transaction are recorded: debit and credit. • Maintains

Characteristics of legal lan

Formality

1. *Formal Tone*: Legal language is typically formal and objective, avoiding colloquialisms and informal expressions.

2. *Technical Vocabulary*: Legal language uses specialized vocabulary and terminology that may not be commonly understood outside of the legal profession.

Precision

1. *Specificity*: Legal language aims to be precise and unambiguous, leaving little room for interpretation.

2. *Detailed Descriptions*: Legal documents often include detailed descriptions

 judicial system

A judicial system is a framework for interpreting and applying the law in a society. Here's an overview:

*Key Components*

1. *Courts*: Courts are the primary institutions for resolving disputes and interpreting the law.

2. *Judges*: Judges are impartial decision-makers who interpret the law and make rulings.

3. *Lawyers*: Lawyers represent clients in court and advocate for their interests.

*Functions*

1. *Dispute Resolution*: The judicial system provides a mechanism for resolving

Terrorism*Terrorism*

Definition

Terrorism is the use of violence, intimidation, or coercion to achieve political, ideological, or social goals, often targeting civilians or non-combatants.

Types  ...1. *Domestic Terrorism*: Terrorism perpetrated within a country by its own citizens.

2. *International Terrorism*: Terrorism that involves multiple countries or has global implications.

3. *State-Sponsored Terrorism*: Terrorism supported or funded by a state or government.

Causes

1. *Political Grievances*

lu that u+ iv is a regular function of x + ly.

The set of real numbers, denoted by R, is the set of all numbers that can be represented on a number line.

### Proof Objective

To prove that the set R of real numbers is uncountable.

We will use Cantor's diagonalization argument to prove that the set of real numbers between 0 and 1 (denoted as (0, 1)) is uncountable. Since (0, 1) is a subset of R, and if (0, 1) is uncountable, then R must also be uncountable.

#### [Step 1]: Assume that the set of real

1) Explain CNN with Diagram and State Its Uses

Convolutional Neural Network (CNN) is a deep learning algorithm primarily used for image-related tasks. It automatically and adaptively learns spatial hierarchies of features from input images.

Key Components of CNN:

Convolutional Layer: Applies filters to extract features like edges, textures, etc.

Activation Function (ReLU): Introduces non-linearity.

Pooling Layer: Reduces spatial dimensions, retaining essential information.

Fully Connected Layer:

Business Intelligence (BI) refers to the technologies, applications, & practices used to collect, integrate, analyze, & present business data. Its main objective is to support better decision-making by providing insights into past, present, & future business operations. Applications of BI: Sales & Marketing – Analyze customer trends & campaign effectiveness. Finance – Assist in budgeting, forecasting, & reporting. Supply Chain – Track inventory & improve logistics.