Artificial intelligence

Artificial intelligence

3 AI Use Cases (That Are Not a Chatbot) | by Shaw Talebi | Aug, 2024

Large language models (LLMs) have taken over the business world, and now every company is trying to use Generative AI. Although tools like...
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Artificial intelligence

DataVisT5: A Powerful Pre-Trained Language Model for Seamless Data Visualization Tasks

Data visualizations (DVs) have become a common practice in the big...
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Artificial intelligence

One Hot Encoding: Understanding the “Hot” in Data

Preparing categorical data correctly is a fundamental step in machine learning, particularly when using linear models. One Hot Encoding stands out as a...
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Artificial intelligence

Use IP-restricted presigned URLs to enhance security in Amazon SageMaker Ground Truth

Amazon SageMaker Ground Truth significantly reduces the cost and time required for labeling data by...
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Artificial intelligence

ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 2): Who’s the Best at EDA? | by Yu Dong | Aug, 2024

Five criteria to compare ChatGPT, Claude, and Gemini in tackling Exploratory Data Analysis· Context· What is EDA· Evaluation Criteria· Problem Setup· ChatGPT-4o· Claude...
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Artificial intelligence

MAG-SQL: A Multi-Agent Generative Approach Achieving 61% Accuracy on BIRD Dataset Using GPT-4 for Enhanced Text-to-SQL Query Refinement

Text-to-SQL conversion is a vital aspect of Natural Language Processing (NLP)...
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