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 […]
Python Pandas GroupBy
Many data analysts begin their journey with SQL, learning how to use GROUP BY to aggregate and summarize data. As they advance, they often transition to Python for more complex data manipulation. One of the key features in Python’s Pandas library is the groupby function, which allows for powerful and flexible data grouping and aggregation. […]