Brand Management Essentials: Building & Sustaining Equity

Brand Fundamentals

AMA Brand Definition

A brand is a name, term, sign, symbol, or design, or a combination of them, intended to identify the goods and services of one seller or group of sellers and to differentiate them from those of competition.

Alina Wheeler’s Brand Definition

A brand is the promise, the big idea, and the expectations that reside in each customer’s mind about a product, service, or company.

Key Brand Elements

Different components that identify and differentiate a brand. Elements include:

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The Reality of Wendigo Psychosis: Cannibalism’s Darkest Link

The Terrifying Reality of Wendigo Psychosis

Cannibalism. You and I know this term. Some know more than others. The history of this topic runs deep, extending far beyond a grave illness. In fact, cannibalism has inspired stories, forged legends, and, as a result, become a part of our history and religious cultures.

But what if I told you that cannibalism can lead to something even more horrifying? Something associated with a creature straight out of a never-ending nightmare. What if this nightmare

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Pre-Socratic Philosophers: Understanding Physis and Early Greek Thought

Physis: The Nature of Reality in Early Greek Philosophy

The concept of Physis (Nature) was central to early Greek philosophy, representing the fundamental, unifying element from which everything arises. It was seen as the common essence of all things, often imbued with a sensory experience. The Greek term eidos, or idea, originally referred to the visible appearance of something. Over time, its meaning evolved to signify the underlying form or essence perceived through intellect, rather than just

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Mahabharata’s Moral Crossroads: Karna & Bhishma’s Choices

Karna’s Dilemma: The Sacrifice of Kavach-Kundal

Karna, a pivotal character in the Mahabharata, faced a profound moral dilemma regarding his divine kavach (armor) and kundal (earrings). These celestial endowments made him invincible and were crucial for ensuring Duryodhana’s victory in the Kurukshetra War.

The Dilemma and Karna’s Choice

When Indra, disguised as a Brahmin, approached Karna to ask for his kavach-kundal as alms, Karna was presented with two stark choices:

  • Keep the Kavach-Kundal: This would
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NLP Foundations: From Text Processing to Large Language Models

Week 1: Working with Words

  • Tokenization:


    Splitting text into discrete units (tokens), typically words or punctuation . Techniques vary (simple split on whitespace vs. Advanced tokenizers); challenges include handling punctuation, contractions, multi-
    word names, and different languages (e.G., Chinese has no spaces). Good tokenization is foundational for all NLP tasks.
  • Bag-of-Words (BoW):


    Representing a document by the counts of each word in a predefined vocabulary, ignoring order . The vocabulary is
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Python Code Snippets: Games, Strings, and Math Utilities

Python Code Snippets: Practical Utilities and Games

This collection features various Python code snippets, ranging from an interactive guessing game to essential string and mathematical utility functions. Each section provides a clear, functional example of common programming tasks.

Interactive Fibonacci Guessing Game in Python

Challenge your knowledge of Fibonacci numbers with this interactive guessing game. The program generates Fibonacci numbers and asks you to determine if they are even or odd.

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Linguistic Text Analysis: Droga & Humphrey’s Framework

The purpose of this exercise is to analyse the main characteristics of a written text, trying to understand its social purpose and the way it was built with lexico-grammatical features. Finally, I will conclude on its characteristics and how meaning was created. This analysis is based on Droga and Humphrey’s linguistic theory.

Foundations of Textual Analysis: Social Purpose

A crucial aspect of text analysis stems from a social view of language: it takes into account the functionality of language,

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Toronto’s Defining Storm: Hurricane Hazel’s Enduring Impact

Hurricane Hazel’s Devastating Impact on Toronto

Hurricane Hazel was the deadliest and costliest hurricane of the 1954 Atlantic Hurricane Season. While its immense impacts spread as far as Haiti and across more than eight states within the U.S., they were particularly unprecedented in Canada, especially in Toronto. With winds reaching 124 km/h and over 200 millimeters of rain falling within 48 hours, the storm caused widespread devastation:

  • 81 people died.
  • 1,868 people were left homeless.
  • City damage
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Inflation & RBI Monetary Policy: Economic Stability

Understanding Inflation and RBI’s Role in Economic Stability

Inflation is a sustained increase in the general price level of goods and services in an economy over time, resulting in a decrease in the purchasing power of money. It is typically measured as an annual percentage increase in the Consumer Price Index (CPI).

Inflation is a complex economic phenomenon that significantly affects the purchasing power of consumers and the overall health of an economy. The Reserve Bank of India (RBI) plays a

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Wave, Sound, and Light Physics Concepts

Wave Fundamentals

Wave Definition

A disturbance traveling through a material medium due to the vibration or oscillation of its particles.

Wave Types by Medium

  • Mechanical Waves: Require a medium (natural environment) for propagation.
  • Electromagnetic Waves: Do not require a medium; can travel through a vacuum.

Wave Types by Direction

  • Transverse Waves: Particles vibrate perpendicular to the direction of propagation, forming peaks and valleys.
  • Longitudinal Waves: Particles vibrate in the same direction as propagation,
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