Netflix Tech

DECEMBER 19, 2024

Many of these projects are under constant development by dedicated teams with their own business goals and development best practices, such as the system that supports our content decision makers , or the system that ranks which language subtitles are most valuable for a specific piece ofcontent.

Machine Learning 85

Machine Learning Project Data Warehouse Coding 85

Snowflake

NOVEMBER 11, 2024

Ingest data more efficiently and manage costs For data managed by Snowflake, we are introducing features that help you access data easily and cost-effectively. This reduces the overall complexity of getting streaming data ready to use: Simply create external access integration with your existing Kafka solution.

Data Architecture 105

Data Architecture Architecture Data Lake Kafka 105

Data Engineering Podcast

NOVEMBER 20, 2022

Summary The majority of blog posts and presentations about data engineering and analytics assume that the consumers of those efforts are internal business users accessing an environment controlled by the business. The biggest challenge with modern data systems is understanding what data you have, where it is located, and who is using it.

Systems 130

Systems Metadata Data Pipeline MongoDB 130

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

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. It allows users to choose between different counting modes, such as Best-Effort or Eventually Consistent , while considering the documented trade-offs of each option.

Datasets 103

Datasets Computer Science Systems Kafka 103

dbt Developer Hub

APRIL 20, 2025

We are committed to building the data control plane that enables AI to reliably access structured data from across your entire data lineage. Both AI agents and business stakeholders will then operate on top of LLM-driven systems hydrated by the dbt MCP context. What is MCP? Why does this matter? MCP addresses this challenge.

Structured Data 98

Structured Data SQL BI Project 98

Snowflake

DECEMBER 4, 2024

For years, an essential tenet of digital transformation has been to make data accessible, to break down silos so that the enterprise can draw value from all of its data. Overall, data must be easily accessible to AI systems, with clear metadata management and a focus on relevance and timeliness.

Unstructured Data 94

Unstructured Data Data Lake Deep Learning Structured Data 94

Netflix Tech

DECEMBER 17, 2024

Analytics Engineers deliver these insights by establishing deep business and product partnerships; translating business challenges into solutions that unblock critical decisions; and designing, building, and maintaining end-to-end analytical systems. Enter DataJunction (DJ).

Engineering 88

Engineering Entertainment Amazon Web Services Utilities 88

Towards Data Science

FEBRUARY 6, 2024

ERP and CRM systems are designed and built to fulfil a broad range of business processes and functions. Accessing Operational Data I used to connect to views in transactional databases or APIs offered by operational systems to request the raw data. Accessibility : I could easily request access to these data products.

Systems 98

Systems Raw Data Metadata Data Cleanse 98

The Pragmatic Engineer

OCTOBER 18, 2024

Corporate conflict recap Automattic is the creator of open source WordPress content management system (CMS), and WordPress powers an incredible 43% of webpages and 65% of CMSes.  According to internal documents, OpenAI expects to generate $100B in revenue in 5 years, which is 25x more than it currently makes.

Engineering 356

Engineering Government Project AWS 356

The Pragmatic Engineer

OCTOBER 10, 2023

I wrote code for drivers on Windows, and started to put a basic observability system in place. EC2 had no observability system back then: people would spin up EC2 instances but have no idea whether or not they worked. With my team, we built the basics of what is now called AWS Systems Manager.

Software Engineer 318

Software Engineer Software Engineering Architecture Media 318

The Pragmatic Engineer

AUGUST 8, 2024

The experience is snappy: in 20 seconds, you always get an answer: This is how Klarna’s chatbot works On one hand, the bot is a tool that seems to find relevant parts of documentation, and then shares these sections. With clever-enough probing, this system prompt can be revealed. This feels word-by-word, or sometimes summarized.

IT 240

IT Software Engineer Software Engineering Systems 240

Snowflake

FEBRUARY 13, 2025

Furthermore, most vendors require valuable time and resources for cluster spin-up and spin-down, disruptive upgrades, code refactoring or even migrations to new editions to access features such as serverless capabilities and performance improvements. This also means that all customers run on the same software with the same capabilities.

Management 82

Management Government Cloud Unstructured Data 82

Precisely

FEBRUARY 20, 2025

It enables faster decision-making, boosts efficiency, and reduces costs by providing self-service access to data for AI models. Data integration breaks down data silos by giving users self-service access to enterprise data, which ensures your AI initiatives are fueled by complete, relevant, and timely information. The result?

Data Integration 68

Data Integration Government Datasets Data Pipeline 68

Snowflake

APRIL 13, 2025

Agentic AI refers to AI systems that act autonomously on behalf of their users. These systems make decisions, learn from interactions and continuously improve without constant human intervention. This results in more accurate outputs and actions compared to standard AI systems, facilitating autonomous decision-making.

Data Management 87

Data Management Management Consulting Unstructured Data 87

Snowflake

APRIL 16, 2025

Instead of maintaining separate systems for structured data and image processing, data analysts and scientists can now work within the familiar Snowflake environment, using simple SQL to explore correlations between traditional metrics and visual intelligence. Sonnet excels at document understanding with an impressive 90.3%

Data Analysis 59

Data Analysis Unstructured Data Manufacturing Retail 59

Monte Carlo

APRIL 28, 2025

Not every solution out there is built the same, and if youve ever tried to wrangle documentation from scratch, you know how painful a clunky tool can be. This basically means the tool updates itself by pulling in changes to data structures from your systems. Its like a time machine for your documentation. Made a mistake?

Metadata 64

Metadata Hadoop Data SQL 64

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

Precisely

APRIL 7, 2025

Documentation: Many datasets are not accompanied by clear or up-to-date documentation. And even when there is documentation, people dont read it. Within your operations, stress the need to get and read documentation. This makes de-coding the data a challenge that may prevent potentially valuable data from being usable.

Retail 74

Retail Datasets Data Portfolio 74

DataKitchen

NOVEMBER 5, 2024

This architecture is valuable for organizations dealing with large volumes of diverse data sources, where maintaining accuracy and accessibility at every stage is a priority. This foundational layer is a repository for various data types, from transaction logs and sensor data to social media feeds and system logs.

Architecture 79

Architecture Raw Data Pipeline-centric Data Ingestion 79

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. Increase Productivity.

Datasets 87

Datasets Machine Learning Coding Data Preparation 87

Data Engineering Weekly

OCTOBER 27, 2024

I never thought of PDF as a self-contained document database, but that seems a reality that we can’t deny. impactdatasummit.com Uber: Streamlining Financial Precision - Uber’s Advanced Settlement Accounting System Possibly one of the complicated pipelines to build is the Financial reconciliation engine.

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

Precisely

MAY 5, 2025

And I get it on the surface, building often seems like it might be the less expensive option, especially these days when cloud vendors offer tempting incentives and the tools seem more accessible than ever. Separate systems mean separate access controls, data flows, and connection points. Other teams build their own.

Building 58

Building Telecommunication Certification Data Security 58

Data Engineering Weekly

JANUARY 15, 2025

The answer lies in unstructured data processing—a field that powers modern artificial intelligence (AI) systems. To address these challenges, AI Data Engineers have emerged as key players, designing scalable data workflows that fuel the next generation of AI systems. How does a self-driving car understand a chaotic street scene?

Data Engineering 62

Data Engineering Data Engineer Unstructured Data Engineering 62

Cloudera

MAY 23, 2024

Information is often redundant and analyzing data requires combining across multiple formats, including written documents, streamed data feeds, audio and video. A “Knowledge Management System” (KMS) allows businesses to collate this information in one place, but not necessarily to search through it accurately.

Systems 80

Systems Building Management Data Lake 80

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. Meanwhile, machine learning (ML) remains valuable in established areas of predictive AI, like recommendation systems, demand forecasting and fraud prevention.

Data Security 119

Data Security Machine Learning Unstructured Data SQL 119

Snowflake

JANUARY 28, 2025

Snowflake and many of its system integrator (SI) partners have leveraged SnowConvert to accelerate hundreds of migration projects. Now, any prospect or customer can simply complete a brief training to access this powerful migration solution. To get started and learn more about SnowConvert, please refer to SnowConvert documentation.

Data Warehouse 80

Data Warehouse Professional Services SQL Coding 80

Snowflake

JULY 25, 2024

Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. Yet, while retrieval is a fundamental component of any AI application stack, creating a high-quality, high-performance RAG system remains challenging for most enterprises.

Unstructured Data 130

Unstructured Data Metadata Government SQL 130

Monte Carlo

APRIL 8, 2025

In practical terms, this means creating a system where everyone in your organization understands what data they’re handling and how to treat it appropriately, with safeguards if someone accidentally tries to mishandle sensitive information. And most importantlywho really needs access to this data? Want even tighter security?

PostgreSQL 52

PostgreSQL Medical Database Data 52

Robinhood

MAY 30, 2024

Robinhood Crypto has continued to see its market share increase as customers get access to a growing number of advanced trading tools to help them efficiently navigate the crypto market.” We also engage third-party security experts to test our systems, helping us build some of the most secure systems in the industry.

Insurance 142

Insurance Portfolio Algorithm Coding 142

Data Engineering Podcast

JANUARY 21, 2024

A substantial amount of the data that is being managed in these systems is related to customers and their interactions with an organization. What are the organizational/business factors that contribute to the complexity of these systems? Summary Databases and analytics architectures have gone through several generational shifts.

Data Lake 147

Data Lake High Quality Data NoSQL Data Warehouse 147

Edureka

FEBRUARY 12, 2025

A lot of people use LangChain to do things like chatbots, answering questions, analyzing documents, and automating logic. Flexibility and Modularity : The modular design of LangChain lets coders change how parts work, connect them to other systems, and try out different setups. Document loaders for PDFs, web pages, or text files.

IT 52

IT Database Google Cloud Coding 52

Snowflake

SEPTEMBER 7, 2023

We are excited to announce the public preview of External Access, which enables customers to reach external endpoints from Snowpark seamlessly and securely. With this announcement, External Access is in public preview on Amazon Web Services (AWS) regions.

Amazon Web Services 134

Amazon Web Services AWS Government Python 134

LinkedIn Engineering

DECEMBER 19, 2023

Co-authors: Max Kanat-Alexander and Grant Jenks Today we are open-sourcing the LinkedIn Developer Productivity & Happiness Framework (DPH Framework) - a collection of documents that describe the systems, processes, metrics, and feedback systems we use to understand our developers and their needs internally at LinkedIn.

Data Schemas 121

Data Schemas Software Engineer Software Engineering Designing 121

DataKitchen

DECEMBER 9, 2024

The team landed the data in a Data Lake implemented with cloud storage buckets and then loaded into Snowflake, enabling fast access and smooth integrations with analytical tools. A software system where processes can be developed and shared is required. The following diagram shows the relationships between the key systems.

Pharmaceutical 65

Pharmaceutical Data Lake Cloud Storage Project 65

Netflix Tech

JUNE 1, 2023

In this blog post, we’ll discuss the methods we used to ensure a successful launch, including: How we tested the system Netflix technologies involved Best practices we developed Realistic Test Traffic Netflix traffic ebbs and flows throughout the day in a sinusoidal pattern. Basic with ads was launched worldwide on November 3rd.

Algorithm 141

Algorithm Kafka Metadata Systems 141

Snowflake

JUNE 5, 2024

It provides access to industry-leading large language models (LLMs), enabling users to easily build and deploy AI-powered applications. By using Cortex, enterprises can bring AI directly to the governed data to quickly extend access and governance policies to the models. Our state-of-the-art hybrid search enables better results.

Coding 111

Coding Building Management Government 111