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Election Process in India: Code of Conduct, Voting, Results

Classified in Social sciences

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Model Code of Conduct

In addition to the laws, all political parties in the country have agreed to a model code of conduct for the election campaign. This includes:

  • (i) Any place of worship shall not be used for election propaganda.
  • (ii) Criticism of the opposing candidates shall be limited to their policies and programs, past record of public service, and not mention of their private personal lives.
  • (iii) Government official transport like cars, vehicles, machinery, aircraft, and personnel shall not be used by government officials or ministers.
  • (iv) No posters, pamphlets, notices, or slogans shall be placed on any building without the permission of the owner.
  • (v) After the elections have been announced, no minister shall lay down foundation stones
... Continue reading "Election Process in India: Code of Conduct, Voting, Results" »

Indian Parliament and Election Process Explained

Classified in Law & Jurisprudence

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The Parliament of India

The Parliament of India comprises the head of state—the President of India—and the two Houses, which constitute the legislature. The President of India is elected for a five-year term by an electoral college consisting of members of federal and state legislatures. The House of the People (Lok Sabha) has 548 members, with 543 members elected for a five-year term in single-seat constituencies and two members appointed to represent the Anglo-Indian community (as envisaged by the Constitution of India; currently, the members of Lok Sabha are 545, out of which 543 are elected for a 5-year term and 2 members represent the Anglo-Indian community). The 550 members are elected under the plurality ('first past the post') electoral... Continue reading "Indian Parliament and Election Process Explained" »

Defining the State: Elements and Characteristics

Classified in Philosophy and ethics

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The state is a union of families and villages having for its end a perfect and self-sufficing life, by which we mean a happy and honorable life.

Features of the State

1. State as a Union

The state is a union of different individuals, groups, families, etc., providing legal bonds.

2. State Has a Purpose

The state was not created without reason; it exists for the betterment of individual life. In the absence of the state, lawlessness and disorder would prevail, where the strong would dominate the weak.

3. State Comprises Four Elements

One: Population

There can be no state if there are no people to populate it. The state exists for its people.

Two: Territory

Any government must have a fixed geographical area over which it exercises control.

Three: Government

The... Continue reading "Defining the State: Elements and Characteristics" »

Things Fall Apart: Colonialism's Impact on Igbo Society

Classified in History

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Things Fall Apart: Key Conflicts & Character Insights

Clashes in Values: British Courts vs. Igbo Society

The functioning of the British courts created significant clashes with the traditional values of family, unity, and tradition held by the Igbo people. The imposition of foreign laws and customs disrupted the established social order, leading to a breakdown of indigenous customs and threatening to tear the entire society apart.

Why Villagers Welcomed the British

Some villagers, even those not converted to Christianity, welcomed the British primarily because they introduced new opportunities for trade and market access. This economic incentive offered an alternative to traditional systems, appealing to those seeking new avenues for prosperity... Continue reading "Things Fall Apart: Colonialism's Impact on Igbo Society" »

Business Fundamentals: Structures, Stakeholders, and Liability

Classified in Economy

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Core Business Definitions and Stakeholders

Key Business Products

  • Goods: Physical products.
  • Services: Non-physical products.
  • Consumer Goods: Goods and services sold directly to ordinary people (consumers).
  • Producer Goods: Goods and services sold to other businesses.

Types of Enterprise Ownership

Ownership determines who controls and benefits from the enterprise:

  • Private Enterprise: Owned by individuals.
  • Social Enterprise: A resource focused on objectives other than profit maximization.
  • Public Enterprise: Owned and controlled by the government.

Understanding Stakeholders

Stakeholders are individuals or groups with an interest in the business's operations and success. Key stakeholders include:

  • Local community
  • Owners
  • Suppliers
  • Customers
  • Government
  • Employees
  • Managers
  • Shareholders

Roles

... Continue reading "Business Fundamentals: Structures, Stakeholders, and Liability" »

Civil Engineering Foundations and Ground Improvement

Posted by Anonymous and classified in Geology

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Tunnel Lining Fundamentals

Purpose of Tunnel Lining

  • Support tunnel structure.
  • Prevent water ingress.
  • Improve durability.

Types of Tunnel Lining

  • Concrete
  • Shotcrete
  • Steel
  • Masonry

Sections of Tunnel Lining

  • Crown: Top of the tunnel.
  • Inverts: Bottom of the tunnel.
  • Walls: Sides of the tunnel.

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Types of Foundation Footings

  • Spread Footing (Pad footing) – Supports a single column.
  • Strip Footing (Continuous footing) – Continuous foundation beneath a wall.
  • Raft Foundation – Covers the entire building footprint; distributes load on weak soils.

Understanding Foundation Settlement

  • Definition: Downward movement due to soil compression.
  • Notes:
    • Coarse soils: Settlement often ≤ 25 mm (rarely > 50 mm).
    • Loose sands below water table: More settlement.
    • Clay: Consolidation settlement,
... Continue reading "Civil Engineering Foundations and Ground Improvement" »

Machine Learning Model Performance: Boosting, Evaluation, and Validation

Posted by Anonymous and classified in Mathematics

Written on in English with a size of 12.88 KB

Supervised vs Unsupervised learning


AdaBoost: Adaptive Boosting Algorithm Explained

AdaBoost (Adaptive Boosting) is a classic and widely used boosting algorithm that focuses on correcting the errors of preceding weak learners (typically decision trees). It works by iteratively adjusting the weights of the training data points.

How AdaBoost Works

  1. Initial Weights: AdaBoost starts by assigning equal weights to all the training data points.
  2. Train a Weak Learner: A "weak" learner (a model that performs slightly better than random chance, like a decision stump) is trained on the dataset using the current weights.
  3. Calculate Error and Performance: The error rate of the weak learner is calculated based on the instances it misclassified. A measure of the weak learner's performance (often called
... Continue reading "Machine Learning Model Performance: Boosting, Evaluation, and Validation" »

Python Core Concepts: Functions, Files, Variables, and OS Module

Posted by Anonymous and classified in Computers

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Python Functions: Definition, Need, and Example

A function is a block of organized and reusable program code that performs a single, specific, and well-defined task. Python enables its programmers to break up a program into functions, thereby insulating the code of one function from the codes of other functions. A function f that uses another function g is known as the calling function, and g is known as the called function.

Need for Functions:

  • Code Reusability: Functions allow you to write a block of code once and reuse it multiple times, avoiding redundancy.
  • Modularity: They break down complex problems into smaller, manageable parts, making the program easier to understand, debug, and maintain.
  • Improved Readability: Well-defined functions make
... Continue reading "Python Core Concepts: Functions, Files, Variables, and OS Module" »

The Process of Photosynthesis: From Sunlight to Sugar

Posted by Anonymous and classified in Biology

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The Role of Autotrophs

Autotrophs are crucial because they create their own food from sunlight through a process called photosynthesis. They form the base of all food chains by producing energy-rich compounds, such as glucose, and releasing oxygen, which is essential for other organisms to survive.

Chloroplast Structure

A chloroplast is enclosed by two outer membranes. Its interior contains a fluid-filled space called the stroma, where the Calvin Cycle occurs. Within the stroma are stacks of flat, disc-like structures called thylakoids. Each stack is known as a granum (plural: grana). The thylakoid membranes contain chlorophyll, the site of the light-dependent reactions.

Function of Chlorophyll

Chlorophyll is the green pigment found in chloroplasts.... Continue reading "The Process of Photosynthesis: From Sunlight to Sugar" »

Key Biological Systems & Mechanisms Explained

Posted by Anonymous and classified in Biology

Written on in English with a size of 384.86 KB

Frog Embryology: Developmental Stages

Frogs reproduce through external fertilization, where the female lays eggs in water, and the male releases sperm over them. Fertilization occurs in the animal hemisphere of the egg. This process forms a diploid zygote. The point of sperm entry determines the gray crescent, which helps in the later development of the body axis.

1. Cleavage: Early Cell Division

The zygote undergoes holoblastic, unequal, and radial cleavage. The first two cleavages are vertical, forming four equal blastomeres. The third cleavage is horizontal but displaced towards the animal pole, resulting in smaller cells (micromeres) in the animal pole and larger cells (macromeres) in the vegetal pole. These divisions continue to form a morula,... Continue reading "Key Biological Systems & Mechanisms Explained" »