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Legal language
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
Constitutional devlopment 2nd sem
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
Sociology
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*
Math dinl
(a) f(z) = |z| where z is a complex number.
(b) f(x, y) = x²y / (x² + y²)
Proof Objective
(a) Prove that f(z) = |z| is continuous everywhere but nowhere differentiable except at the origin.
(b) Find the iterative limit and simultaneous limit of f(x, y) = x²y / (x² + y²) as (x, y) → (0, 0).
Proof Process
(a) Continuity of f(z) = |z|
[Step 1]: Show that f(z) = |z| is continuous everywhere.
Let zo be an arbitrary complex number. We want to show that for any a > 0, there exists a
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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
Deep learning
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:
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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.
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1) Why Reinforcement Learning? Describe the main elements of a Reinforcement Learning system.
Answer:
Reinforcement Learning (RL) is important because it enables machines to learn optimal behaviors through interaction with their
environment, without needing labeled input/output pairs. It's especially useful in scenarios where the best actions are not immediately
known, such as game playing, robotics, or dynamic pricing.
In RL, the agent gradually learns to take actions that maximize cumulative future...
World Relgions
Hinduism is a way of life
that practitioners stake their lives on
even if it means they must suffer and die.
Central to the Hindu view of life is the karma
Samsara moksha doctrine.
the self, essence, or soul (atman) is reincarnated into the world (samsara cycle)
over and over again
results of action (karma) are reaped in future lives
this process of endless reincarnation is characterized
by suffering (dukkha) the suffering of life itself
the suffering of repeated reincarnations
Samsaric cycle can