Data Science

A quick way to get things done with Pandas — We’ve all heard about ChatGPT. It’s not just on the tech industry’s radar, but also making headlines in the wider press. I frequently get friends reaching out to ask if I’ve heard about it. And yes, I sure have — I use it every day. Despite some critiques concerning its…

Different Statistical Approaches to Detecting AI-generated Text. — In the fascinating and rapidly advancing realm of artificial intelligence, one of the most exciting advances has been the development of AI text generation. AI models, like GPT-3, Bloom, BERT, AlexaTM, and other large language models, can produce remarkably human-like text. This is both exciting and concerning at the same…

Microsoft Fabric was one of the biggest announcements at Microsoft Build 2023. But what do the MVPs experts really thing about it? — Your time is the most valuable thing. We know it, and therefore we have chosen the best articles and videos that react to Microsoft Fabric’s announcement at Microsoft Build 2023. Blog posts are grouped according to their complexity, and videos are sorted based on the number of views on YouTube.

Implementing basic data validation on your processed DataFrames with Python — Working with data at scale for machine learning is exciting, but there’s an important step you shouldn’t forget before you even begin thinking about training a model: data validation. Data validation refers to verifying if the data you collect and transform is correct and usable. It would help if you…

I am going to show how to use The Graph subgraphs to easily access the data of the PEPE smart contract and ChatGPT prompting to write powerful GraphQL queries. …

In previous blog we have seen different type of outlier and in this blog I will show you how to find outlier using python code. Here I will discuss same example which we have consider in the previous blog. You can refer my previous blog by clicking on below link: …

Explore the cutting-edge multilingual features of Meta’s latest automatic speech recognition (ASR) model — Introduction Massively Multilingual Speech (MMS)¹ is the latest release by Meta AI (just a few days ago). It pushes the boundaries of speech technology by expanding its reach from about 100 languages to over 1,000. This was achieved by building a single multilingual speech recognition model. …

Large language models like GPT-4 can already be used to write SQL queries based on natural language questions. For simple prompts with limited knowledge about your database structure, GPT-4 will make reasonable assumptions and still generate SQL. However, we can get much better results if we can provide an LLM…

Understand the math behind softmax regression and how to use it to solve an image classification task — Softmax regression (or multinomial logistic regression) is a generalization of logistic regression to multi-class problems. It can be used to predict the probabilities of different possible outcomes of some event, such as a patient having a specific disease out of a group of possible diseases based on their characteristics (gender…