Towards Data Science

JANUARY 30, 2025

That said, this tutorial aims to introduce airflow-parse-bench , an open-source tool I developed to help data engineers monitor and optimize their Airflow environments, providing insights to reduce code complexity and parsetime. When writing Airflow DAGs, there are some important best practices to bear in mind to create optimized code.

Python 48

Python Coding Google Cloud Database 48

The Pragmatic Engineer

NOVEMBER 9, 2023

What would you do if you learned your company is up to something illegal like stealing customer funds, or you’re asked to make code changes that will enable something illegal to happen, like misleading investors, or defrauding customers? Sign up to The Pragmatic Engineer to get articles like this earlier in your inbox.

Software Engineer 277

Software Engineer Software Engineering Engineering Coding 277

The Pragmatic Engineer

OCTOBER 10, 2023

However, Martin had not written a line of production code for the last four years, as he’s taken on the role of CEO, and heads up observability scaleup Chronosphere – at more than 250 people and growing. From learning to code in Australia, to working in Silicon Valley How did I learn to code?

Software Engineer 318

Software Engineer Software Engineering Architecture Media 318

Snowflake

JUNE 5, 2024

Cortex Search (public preview soon): Quickly and securely find information by asking questions within a given set of enterprise documents using the state-of-the-art Arctic embed model. Snowflake AI & ML Studio for LLMs (private preview): Enable users of all technical levels to utilize AI with no-code development.

Coding 110

Coding Building Management Government 110

Monte Carlo

MARCH 28, 2025

Gemini can polish Google documents for research teams. GitHub copilot can even code alongside you like your own pocket-sized Steve Wozniak. Code Just because you have a data problem doesnt mean you have a problem with your data. Faulty code has always been a challenge for software and data products.

Coding 52

Coding Systems Data Pipeline ETL Tools 52

Snowflake

NOVEMBER 6, 2024

That type of volume can easily put a strain on the doctors, who not only serve the patients but also need to document each visit carefully — from summaries to diagnoses to medication orders. Its emergency departments get nearly 2 million visits per year, which amounts to more than 5,000 a day.

Hospitality 93

Hospitality Medical Government Software Engineer 93

Knowledge Hut

OCTOBER 26, 2023

The majority of individuals chose HTML and CSS projects as their entry point into the world of coding because they are the simplest to learn. Although HTML is a straightforward language, you must practice producing HTML code until you feel confident. HTML is a powerful coding language for creating websites.

Coding 98

Coding Project Portfolio Media 98

Christophe Blefari

MARCH 1, 2023

a macro — a macro is a Jinja function that either do something or return SQL or partial SQL code. ref / source macros — ref and source macros are the most important macros you'll use. ℹ️ I want to mention that the dbt documentation is one of the best tools documentation out there.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278

Netflix Tech

DECEMBER 19, 2024

A natural solution is to make flows configurable using configuration files, so variants can be defined without changing the code. Unlike parameters, configs can be used more widely in your flow code, particularly, they can be used in step or flow level decorators as well as to set defaults for parameters.

Machine Learning 85

Machine Learning Project Data Warehouse Coding 85

Cloudera

NOVEMBER 13, 2024

LLMs deployed as internal enterprise-specific agents can help employees find internal documentation, data, and other company information to help organizations easily extract and summarize important internal content. No-code, low-code, and all-code solutions. Increase Productivity.

Datasets 87

Datasets Machine Learning Coding Data Preparation 87

Snowflake

APRIL 9, 2025

Its Snowflake Native App, Digityze AI, is an AI-powered document intelligence platform that transforms unstructured biomanufacturing documentation into structured, actionable data and manages the document lifecycle.

Pharmaceutical 97

Pharmaceutical Manufacturing Data Ingestion SQL 97

Netflix Tech

DECEMBER 17, 2024

Metric definitions are often scattered across various databases, documentation sites, and code repositories, making it difficult for analysts and data scientists to find reliable information quickly. Besides providing the end user with an instant answer in a preferred data visualization, LORE instantly learns from the users feedback.

Engineering 88

Engineering Entertainment Amazon Web Services Utilities 88

Knowledge Hut

DECEMBER 22, 2023

For this feature, Python encloses certain code editors and python IDEs used for software development say, Python itself. This article looks at the top python IDEs and code editors along with their features, pros, and cons and discusses the best suited for writing Python codes. What is a Code Editor?

Python 97

Python Coding Programming Language Data Science 97

Knowledge Hut

OCTOBER 29, 2023

MongoDB is a document-oriented No-SQL database used to hold back-end applications. are responsible for running JS code outside of a web browser. Source Code: Travel Log App 2. Source Code: To-Do List 3. Source Code: Media Player App 4. Source Code: Chat Messaging App 5. The V8 engines that power Node.js

Coding 98

Coding Project Food MongoDB 98

Towards Data Science

OCTOBER 9, 2024

Get started with Airbyte and Cloud Storage Coding the connectors yourself? But beware, with ever-increasing data sources in your platform, that can only mean the following: Creating large volumes of code for every new connector. Maintaining complex code for every single data connector. Data flowing like cars in a highway.

Coding 75

Coding Cloud Storage Data Data Ingestion 75

Cloudyard

JANUARY 15, 2025

Traditionally, this function is used within SQL to extract structured content from documents. This blog explores how you can leverage the power of PARSE_DOCUMENT with Snowpark, showcasing a use case to extract, clean, and process data from PDF documents. Why Use PARSE_DOC? Why Use PARSE_DOCUMENT ? policy holder name, policy number).

Data Cleanse 52

Data Cleanse Insurance Raw Data Unstructured Data 52

Knowledge Hut

OCTOBER 27, 2023

Code Example javascript import React, { useState, useEffect } from 'react'; import firebase from 'firebase'; function App() { const [courses, setCourses] = useState([]); useEffect(() => { firebase.database().ref('courses/').on('value', cvtColor(image, cv2.COLOR_BGR2GRAY) COLOR_BGR2GRAY) _, thresh = cv2.threshold(gray_image,

Software Engineer 98

Software Engineer Software Engineering Coding Project 98

Snowflake

JANUARY 28, 2025

Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for download for prospects, customers and partners free of charge. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 78

Data Warehouse Professional Services SQL Coding 78

The Pragmatic Engineer

SEPTEMBER 28, 2023

This person wrote up a neat document that was well thought out, and sent it around to other senior staff engineers. But there was a problem, this engineer took an existing document that other engineers had written a few months before, copy-pasted it, changed a few words, and presented it as their own work.

Software Engineer 304

Software Engineer Software Engineering Engineering Building 304

Data Engineering Podcast

OCTOBER 29, 2023

This episode is brought to you by Datafold – a testing automation platform for data engineers that finds data quality issues before the code and data are deployed to production. If you are migrating to a modern data stack, Datafold can also help you automate data and code validation to speed up the migration.

Database 189

Database SQL BI Machine Learning 189

Snowflake

FEBRUARY 13, 2025

Snowflake has embraced serverless since our founding in 2012, with customers providing their code to load, manage and query data and us taking care of the rest. They can easily access multiple code interfaces, including those for SQL and Python, and the Snowflake AI & ML Studio for no-code development.

Management 80

Management Government Cloud Unstructured Data 80

Snowflake

NOVEMBER 11, 2024

SnowConvert is an easy-to-use code conversion tool that accelerates legacy relational database management system (RDBMS) migrations to Snowflake. Florida State University has been using Document AI to efficiently extract data from PDFs and third-party sources, which simplifies data auditing and eliminates weeks’ worth of manual effort.

Data Architecture 105

Data Architecture Architecture Data Lake Kafka 105

Snowflake

MARCH 12, 2025

After experiencing numerous data quality challenges, they created Anomalo, a no-code platform for validating and documenting data warehouse information. Anomalo was founded in 2018 by two Instacart alumni, Elliot Shmukler and Jeremy Stanley. While working together, they bonded over their shared passion for data.

Unstructured Data 85

Unstructured Data High Quality Data Banking Machine Learning 85

Snowflake

JANUARY 28, 2025

Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for download for prospects, customers and partners free of charge. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 70

Data Warehouse Professional Services SQL Data 70

Snowflake

APRIL 20, 2023

Protecting sensitive or proprietary data such as source code, PII, internal documents, wikis, code bases, and other sensitive data sets, along with prompts, used to contextualize the LLMs is particularly important. A common barrier to AI adoption for non-coding business teams has been the complexity of AI.

Building 136

Building Unstructured Data Government Coding 136

KDnuggets

AUGUST 6, 2024

Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.

Coding 134

Coding Data Science Data 134

Snowflake

JUNE 4, 2024

Generative AI presents enterprises with the opportunity to extract insights at scale from unstructured data sources, like documents, customer reviews and images. Fine-tuning can be executed both via no-code experience in Snowflake AI & ML Studio or using the code-based API.

Data Security 118

Data Security Machine Learning Unstructured Data SQL 118

Edureka

FEBRUARY 12, 2025

A lot of people use LangChain to do things like chatbots, answering questions, analyzing documents, and automating logic. Document loaders for processing PDFs, web pages, and other content. Document loaders for PDFs, web pages, or text files. Code execution. Code execution. Why is LangChain important?

IT 52

IT Database Google Cloud Coding 52

Tweag

DECEMBER 18, 2024

Instead, Reacts official documentation now includes Vite in its recommendations for both starting new projects and adding React to existing projects. Native ES Modules (ESM) During development mode, Vite serves source code over native ES modules basically letting the browser handle module loading directly and skipping the bundling step.

Project 52

Project Coding Architecture Building 52

Data Engineering Weekly

APRIL 6, 2025

The article summarizes the recent macro trends in AI and data engineering, focusing on Vibe coding, human-in-the-loop system design, and rapid simplification of developer tooling. link] Grab: Facilitating Docs-as-Code implementation for users unfamiliar with Markdown. Kudos to the Grab team for building a docs-as-code system.

Data Engineering 62

Data Engineering Data Engineer Engineering Kafka 62

Snowflake

MARCH 31, 2025

See more details in the documentation. See more details in the documentation. "I am able to run my code without worrying about it timing out or variables being forgotten. Optimized data ingestion APIs that offer efficient materialization of Snowflake tables as pandas or PyTorch DataFrames.

Healthcare 90

Healthcare Medical Government Electronics 90

Edureka

JANUARY 21, 2025

An overview on “What is RAG” by edureka Retrieval This is the act of getting data from somewhere outside the computer, usually a database, knowledge base, or document store. In RAG, retrieval is the process of looking for useful data (like text or documents) based on what the user or system asks for or types in.

Healthcare 52

Healthcare Education Medical Database 52

Cloudyard

MAY 4, 2025

This combination streamlines ETL processes, increases flexibility, and reduces manual coding. It brings structure, version control, and documentation to the entire data pipeline , not just the modeling part. When combined, DBT handles your transformations and Snowflake provides the storage and compute power.

ETL Tools 59

ETL Tools Raw Data SQL Python 59

Snowflake

APRIL 16, 2025

To analyze complex documents : Cortex AI enables financial companies to analyze quarterly reports, prospectuses and financial statements by extracting structured data from text, tables, and chart descriptions. Sonnet excels at document understanding with an impressive 90.3% Sonnet, as well as Metas Llama 4 Scout, and Open AIs GPT-4.1

Data Analysis 59

Data Analysis Unstructured Data Manufacturing Retail 59

Data Engineering Weekly

MAY 4, 2025

link] t Matt Foster: From Architecture to Deployment - How AI-Powered Toolkits Are Unifying Developer Workflows Many architectural practices, such as documentation generation, test suggestions, and architecture diagramming, are ignored due to time and cost pressure.

Data Engineering 67

Data Engineering Data Engineer Engineering Java 67

Data Engineering Weekly

MARCH 16, 2025

As a special perk for Data Engineering Weekly subscribers, you can use the code dataeng20 for an exclusive 20% discount on tickets! The inner loop enhances document quality and structure through GenAI plugins (analyzer, improver, style guide, discoverability, augmentation). Data Council 2025 is set for April 22-24 in Oakland, CA.

Data Engineering 57

Data Engineering Data Engineer Engineering Amazon Web Services 57

Snowflake

NOVEMBER 1, 2023

Text Summarization (in private preview): Summarize long documents for faster consumption. For example, these functions can be incorporated into a chatbot using Streamlit with just a few lines of code. Figure 4 – Quickly extract data from documents with Document AI. See Document AI in action on YouTube.

Unstructured Data 125

Unstructured Data SQL Python Accessible 125