You may have heard this saying:“All data scientists are data analysts, but not all data analysts are data scientists.” By the end of this article, this statement should make perfect sense https://www.youtube.com/watch?v=EEVScxGDlFk Having worked as both a data anaylst and a data scientist, i have seen firsthand how the roles overlap and where they diverge. […]
Tree of Thought Prompting
In the ever-evolving field of artificial intelligence, reasoning and problem-solving capabilities have seen remarkable advancements. One such innovation that stands out is the use of Tree of Thoughts (TOT) in AI reasoning, particularly in the realms of mathematical reasoning and writing TOT excels in guiding the progression of thoughts, making the problem-solving process more comprehensive […]
Chain of Thought Prompting
Chain of Thought Prompting also known as COT is a way to enhance the reasoning and problem-solving abilities of Large Language Models (LLM). It helps guide the LLM through a step-by-step process to arrive at a final result. It’s like showing your work on a math problem. This is done by breaking down the prompt […]