Tag: python
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Customer Reviews Forensics: An Approach To Stunning Expert Insights
Customer Reviews: Why They Matter In a competitive market understanding customer reviews is crucial for enhancing product offerings and customer satisfaction. This article outlines an analysis of user reviews from a leading software provider, focusing on methodological approaches to dissect user sentiment and providing strategic recommendations. The Data Source The dataset used for this analysis…
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How Amazon Bedrock improved speed in LLM testing
This article is about Amazon Bedrock and its value proposition in the LLM arena. Using this tool, I tested different LLMs for a text classification task.
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Elevate Data Analysis: The Ultimate Pandas Guide to Conditional Columns
In this article, discover an easy Pandas trick: Create conditional columns. You can create new columns in your DataFrame using this trick. Conditions applied to existing data serve as the basis for the new columns. It’s useful for feature engineering, data cleaning, or preparing data. Use it for analysis or modelling tasks.
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How to handle pull requests in git and GitHub
Software development is changing. Mastering pull requests in Git and GitHub is like learning diplomacy in coding. This article starts aims to explain the details of this art. It presents a guide for both the raiser and the reviewer. At its core, the process is a delicate balance. It is about proposing improvements in a…
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How to Choose the Best Categorical Encoding Method
aka do not one-hot encode everything. In this article, we will look at how to encode categories and avoid dimensionality issues.
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Code Snippets: Python – The Magic Of The get() Method And Default Argument Unveiled
In this article, we will discover how to use Python get() method and how to give a default value, if the key is not present in the dictionary.
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PrivateGPT on AWS: The New Era of LLMs Document Security
Introduction Since the introduction of the Large Language Models I have been intrigued to experiment with them and I was concerned about their potential introduction in the company’s documentation and information retrieval processes. The main concern is, of course to make sure that the internal data remains private and that does does not become part…
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Code Snippets: Python – How to sort dictionary values
In this blog post, we will explore two methods to sort dictionary values, demonstrating their implementation and usage.
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Code Snippets: Python – If statements with multiple conditions
Sometimes when writing a Python script we have to deal with if statements where multiple conditions need to verified at the same time.