MarkTechPost

Datalab Introduces OmniExtractBench to Fix Bias and Opacity in Extraction Benchmarks

Datalab's OmniExtractBench tests extraction on 620 documents from 4 vendor benchmarks with 1 deterministic scorer explaining ...

Part 4: Conversion Alone Does Not Create Business Assets—STEP 1.5: 6 Steps for Loose Coupling, Containers, and Resolving Technical Debt

Summary of the previous installment As the second half of STEP 1.0, I wrote about how to convert COBOL to Python and verify ...

Are you afraid to look at your "end-of-month invoice"?

Are you afraid to look at your "end-of-month invoice"?Snowflake's Standard edition costs about $2 per credit, and even the ...
KDnuggets

Why Most Data Science Notebooks Die After Day One: How to Build Ones That Survive

The seed matters even when we think we are not sampling. Any df.sample (), any train/test split, any k-means init draws from the global random state. A notebook that gives different numbers on Tuesday ...
Geeky Gadgets

Power Query Prepares Excel Data While PivotTables Analyze It

Power Query, formulas and PivotTables each play a unique role in Excel workflows, addressing different stages of data handling and analysis. Power Query is designed for data preparation, such as ...
databricks.com

Convert proprietary code to open ANSI SQL with Genie Code

Now in Beta, the agentic code converter uses Genie Code to convert proprietary SQL to open ANSI SQL, launching swarms of parallel agents that iteratively convert code, validating syntax and semantic ...
habr

Конструктор табличных значений, UNNEST(), TABLE(), STRING_SPLIT(), JSON_TABLE() — замена временным таблицам в SQL

Бывают ситуации, когда есть список значений, и нужно проверить, каких значений из списка нет в БД. Например, есть список: ['5-123', 'zak222', '65_1', '258a ...
KDnuggets

5 Useful DIY Python Functions for JSON Parsing and Processing

Working with JSON in Python is often challenging. The basic json.loads() only gets you so far. API responses, configuration files, and data exports often contain JSON that is messy or poorly ...
Hacker

Storing JSON and XML in SQL Databases: An Essential Guide

Hello there! 👋 I'm Jin, a BI Developer with a passion for all things data, Proficient in Python, SQL and Power BI In the era of big data and diverse data formats, the ability to store and query ...
IEEE

TC-SQL: Table Completion-Based Optimization of Schema Linking for Text-to-SQL

Abstract: Text-to-SQL, as a hotspot in NLP, is a task of converting natural language text into the structured query language SQL, which makes database interaction more intuitive. This paper presents ...
IEEE

Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL

Abstract: Generating accurate SQL from users’ natural language questions (text-to-SQL) remains a long-standing challenge due to the complexities involved in user question understanding, database ...