Core intuition? → Data parallelism (same ops on many indep. datapoints) | GPU core vs CPU core? → Weaker individually, many more of them | Modern data-center GPU cores? → 10,000+ | CPUs best at? → Sequential, branchy, latency-bound work | CPU silicon invested in? → Branch predictors, caches, deep pipelines | GPU hides memory latency by? → Thread oversubscription (warp switching) | SIMT stands for? → Single Instruction, Multiple Threads | CUDA kernel describes? → What ONE thread does

MODULE 1: Product Mix Strategy

1. Product: Concept & Levels Product (Definition) A product is anything offered to the market to satisfy a customer's need or want. It can be a physical good, service, idea, place, or person. Examples: ◉Phone ◉Netflix subscription Haircut ◉Insurance

Three Levels of Product 1. Core Product The basic benefit the customer buys. Example: Buying a car → Transportation. 2. Actual Product The physical product with features. Includes: ◉Brand ◉Design ◉Quality

Question:

Define Prescription. What are the various parts of a Prescription? Write the way of handling a Prescription.

Answer:

Definition:

A prescription is a written, electronic, or verbal order given by a registered medical practitioner to a pharmacist for preparing and dispensing medicines to a patient with proper directions for use.

Parts of a Prescription:

(1) Date – Date on which the prescription is written.

(2) Patient's details – Name, age, sex, and address of the patient.

(3) Superscription

Q1. Opportunity cost is the value of the next best alternative forgone when making a choice. For students choosing higher education, this mainly means giving up the opportunity to enter full-time employment after completing A Levels. By attending university, students sacrifice several years of potential earnings while also paying higher tuition fees.

Extract 1 states that tuition fees could rise from £3,290 to a maximum of £9,000 per year. Although many students take out loans to cover these costs,

Q. Describe the Limit Test for Sulphate as per IP 1985 and IP 1996.

Answer:

Limit Test for Sulphate

• The (Limit Test for Sulphate) is used to detect and control the amount of (Sulphate Impurity) present in pharmaceutical substances.

• It is based on the formation of (Barium Sulphate), which produces (Turbidity/Opalescence).

• The turbidity of the (Test Solution) is compared with that of the (Standard Solution).

Principle

• (Sulphate Ions) react with (Barium Chloride) to form (Barium Sulphate)

Positive Psychology

• Founder: Martin Seligman (1998)

• Scientific study of strengths, well-being, happiness, and flourishing.

• Aim: Build strengths, not just treat illness.

• Scope: Happiness, optimism, hope, resilience, mindfulness, flow, character strengths.

Keywords: Strengths • Flourishing • Well-being • Positive emotions

 Positive Psychology & Indian Psychology

Positive Psychology

• Happiness

• Strengths

• Flourishing

Indian Psychology

• Happiness + Self-realization

#What is Social Innovation? How does entrepreneurship create social value? Explain 

Social innovation is the process of developing new ideas, products, services, or business models that solve social, economic, or environmental problems while improving the quality of life of people.

Examples:

• Digital banking for rural communities
• Low-cost healthcare services
• Renewable energy projects

How Entrepreneurship Creates Social Value

1. Employment Generation
   • Creates jobs and reduces unemployment.
2. Poverty

1. Define GCD. (1 Mark)

GCD (Greatest Common Divisor) is the largest positive integer that divides two or more integers exactly.

2. Find the prime factorization of 1330. (1 Mark)

1330=2×5×7×19​

3. Define Residue. (1 Mark)

A residue modulo mmm is any integer equivalent to another integer modulo mmm.

4. State the Chinese Remainder Theorem. (1 Mark)

If the moduli are pairwise coprime, a system of congruences has a unique solution modulo the product of the moduli.

5. Define Fermat Numbers.