Towards Data Science

OCTOBER 30, 2024

Demystifying Azure Storage Account Network Access Service endpoints and private endpoints hands-on: including Azure Backbone, storage account firewall, DNS, VNET and NSGs Connected Network — image by Nastya Dulhiier on Unsplash 1. This setup empowers consumers to perform data science tasks and build machine learning (ML) models.

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Accessibility Accessible Data Lake Data Science 57

Engineering at Meta

MARCH 12, 2024

By the end of 2024, we’re aiming to continue to grow our infrastructure build-out that will include 350,000 NVIDIA H100 GPUs as part of a portfolio that will feature compute power equivalent to nearly 600,000 H100s. RSC has accelerated our open and responsible AI research by helping us build our first generation of advanced AI models.

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Building Portfolio Utilities Data Storage 145

Pinterest Engineering

JULY 25, 2023

Each dataset needs to be securely stored with minimal access granted to ensure they are used appropriately and can easily be located and disposed of when necessary. Consequently, access control mechanisms also need to scale constantly to handle the ever-increasing diversification.

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Big Data Accessibility Accessible Hadoop 98

Knowledge Hut

MARCH 22, 2024

I have comprehensively analyzed the area of physical security, particularly the ongoing discussion surrounding fail safe vs fail-safe secure electric strike locking systems. These two distinct approaches offer unique strategies for securing buildings and valuables. What are Fail-Safe Door Locks?

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Systems Electronics Hospitality Architecture 105

Precisely

NOVEMBER 7, 2024

Key Takeaways: In the face of ransomware attacks, a resilience strategy for IBM i systems must include measures for prevention, detection, and recovery. No platform is immune, not even the reliable and secure IBM i systems. So, how can you keep your IBM i systems resilient even as ransomware risks are on the rise?

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Systems Accessibility Accessible Programming 59

Netflix Tech

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

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Systems Media Machine Learning Data Warehouse 93

Data Engineering Podcast

MAY 5, 2024

In this episode he explains his approach to building AI in a more human-like fashion and the emphasis on learning rather than statistical prediction. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines.

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Building Data Lake High Quality Data Machine Learning 147

Data Engineering Podcast

JULY 27, 2020

Summary A majority of the scalable data processing platforms that we rely on are built as distributed systems. Kyle Kingsbury created the Jepsen framework for testing the guarantees of distributed data processing systems and identifying when and why they break. This brings with it a vast number of subtle ways that errors can creep in.

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Monte Carlo

FEBRUARY 23, 2024

And this renewed focus on data quality is bringing much needed visibility into the health of technical systems. In addition, Snow f lake Cortex enables organizations to quickly analyze data and build AI applications directly within Snowflake. You want to make sure your GenAI initiative is generating real value. Let’s chat!

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Systems Building Retail Data Lake 64

Snowflake

OCTOBER 19, 2023

Welcome to Snowflake’s Startup Spotlight, where we learn about amazing companies building their businesses on Snowflake. I’ve long believed technology can dismantle societal and systemic obstacles. Financial systems around the world hold many of these obstacles. I believe new technologies have the power to break these barriers.

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Accessibility Accessible Banking Data Science 90

Data Engineering Podcast

APRIL 28, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free! Data lakes are notoriously complex.

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Building Data Lake High Quality Data Machine Learning 147

Monte Carlo

SEPTEMBER 17, 2024

It’s because data owners are responsible for ensuring the quality, security, and accessibility of a dataset across the entire organization. That way, as systems or regulations change, there will alway be one person who can advocate and evaluate the needs for that compliance. First, better data means faster, smarter decisions.

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Accessibility Accessible Government Data 52

Lyft Engineering

APRIL 25, 2023

Building a large scale unsupervised model anomaly detection system — Part 2 Building ML Models with Observability at Scale By Rajeev Prabhakar , Han Wang , Anindya Saha Photo by Octavian Rosca on Unsplash In our previous blog we discussed the different challenges we faced for model monitoring and our strategy for addressing some of these problems.

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Systems Building Machine Learning Datasets 76

phData: Data Engineering

NOVEMBER 8, 2024

The world we live in today presents larger datasets, more complex data, and diverse needs, all of which call for efficient, scalable data systems. These systems are built on open standards and offer immense analytical and transactional processing flexibility. These formats are transforming how organizations manage large datasets.

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Architecture Systems Data Lake Google Cloud 52

Rockset

MARCH 28, 2024

Overview In this guide, you will: Gain a high-level understanding of vectors, embeddings, vector search, and vector databases, which will clarify the concepts we will build upon. Build a dynamic web application using vanilla CSS, HTML, JavaScript, and Flask, seamlessly integrating with the Rockset API and the OpenAI API.

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Systems Building Database Utilities 52

Monte Carlo

FEBRUARY 23, 2024

And this renewed focus on data quality is bringing much needed visibility into the health of technical systems. In addition, Snow f lake Cortex enables organizations to quickly analyze data and build AI applications directly within Snowflake. You want to make sure your GenAI initiative is generating real value. Let’s chat!

Systems 52

Systems Building Retail Data Lake 52

Snowflake

OCTOBER 5, 2023

Learn how Europe’s leading embedded finance provider delivers data faster, decentralizes access and improves lineage controls with Snowflake’s Data Cloud. But while our existing provider offers amazing solutions, we found a few challenges in how we had to manage data access and lineage.” It created a lot of risks,” added Ben David.

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Accessibility Accessible Finance Banking 69

Data Engineering Podcast

JANUARY 28, 2024

Summary Monitoring and auditing IT systems for security events requires the ability to quickly analyze massive volumes of unstructured log data. The majority of products that are available either require too much effort to structure the logs, or aren't fast enough for interactive use cases.

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Data Lake Building High Quality Data AWS 147

Monte Carlo

NOVEMBER 22, 2024

While your current setup might feel like it’s held together with duct tape and hope, there are ways to build up data engineering pipelines—automated workflows that collect, clean, and deliver data to the right destinations—without burning everything down and starting over. It means you’re scaling!

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Data Engineer Data Engineering Building Engineering 52

Engineering at Meta

DECEMBER 6, 2023

Our aim is to ensure that everyone’s personal messages on Messenger can only be accessed by the sender and the intended recipients, and that everyone can be sure the messages they receive are from an authentic sender. Third-party scrutiny E2EE implies confidentiality even if the provider wants to access the contents of a communication.

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Building Designing Consulting Coding 144

Zalando Engineering

OCTOBER 16, 2024

Introduction Context and Purpose Our team is part of the Transport teams within the Logistics department, where we build and manage software for internal users, including finance teams, warehouses, and, in the future, our third-party partners. Modularity was key to enabling independent feature development and deployment across teams.

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Building Transportation Coding Designing 68

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.

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Systems Raw Data Metadata Data Cleanse 77

Lyft Engineering

APRIL 3, 2023

This blog post focuses on the scope and the goals of the recommendation system, and explores some of the most recent changes the Rider team has made to better serve Lyft’s riders. Introduction: Scope of the Recommendation System The recommendation system covers user experiences throughout the ride journey.

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Systems Pipeline-centric Machine Learning Transportation 87

Data Engineering Podcast

APRIL 16, 2023

As the capabilities of these systems has improved and become more accessible, the target of what self-serve means changes. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management RudderStack helps you build a customer data platform on your warehouse or data lake.

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Business Intelligence Building Data Lake BI 147

Scott Logic

MAY 28, 2024

Within Scott Logic is the accessibility and ethical software working group, a modest team eager to explore the nuanced and crucial but often overlooked domain of software accessibility. Some time ago we caught wind of the European Accessibility Act (EAA), a new set of rules which will be enforced from June 2025.

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Accessibility Accessible Transportation Banking 52

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.

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Snowflake

MAY 16, 2024

Our modern approach accelerates digital transformation, connects previously siloed systems, increases operational efficiencies, and can deliver better outcomes for constituents verifying digital credentials. The post How Snowflake and Merit Helped Provide Over 120,000 Students with Access to Education Funding appeared first on Snowflake.

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Education Accessibility Accessible Recruitment 82

Zalando Engineering

MAY 13, 2024

As a design system evolves alongside with the brand it represents, there are often multiple occasions when a need to introduce variations arises. The previous article on this blog gives a wider overview of the Zalando Design System. The previous article on this blog gives a wider overview of the Zalando Design System.

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Designing Systems Architecture Coding 59

Edureka

JULY 19, 2024

Access control fundamentally secures systems by controlling and monitoring who can access resources or perform actions. This might yield full access to unauthorized data and may even modify it, apart from the compromise one could get over a system. Here you will see what is broken access control.

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Accessibility Accessible IT Coding Skills 40

Data Engineering Podcast

JANUARY 15, 2023

In this episode Srujan Akula explains how the system is implemented and how you can start using it today with your existing data systems. Materialize breaks down those barriers with a true cloud-native streaming database - not simply a database that connects to streaming systems.

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Coding Building PostgreSQL Data Lake 130

Knowledge Hut

DECEMBER 28, 2023

The information system is a very vast concept that encompasses several aspects like database management, the communication system, various devices, several connections, the internet, collection, organization, and storing data and other information-related applications that are typically used in a business forum.

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Data Engineering Podcast

JANUARY 29, 2023

The team at Omni have taken a new approach by automatically building models based on the queries that are executed. Materialize breaks down those barriers with a true cloud-native streaming database - not simply a database that connects to streaming systems. What are the core goals that you are trying to achieve with building Omni?

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Business Intelligence Building PostgreSQL BI 130

Data Engineering Podcast

JANUARY 28, 2019

Summary Controlling access to a database is a solved problem… right? After years of running across the same issues in numerous companies and even more projects Justin McCarthy built strongDM to solve database access management for everyone. Can you describe the architecture of your system?

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Accessibility Accessible Database Management 100

Data Engineering Podcast

FEBRUARY 20, 2022

He also explains how he has architected the systems that ingest, process, and distribute the data that he is responsible for and the requirements that are introduced when collaborating with researchers, domain experts, and machine learning developers. What are some of the ways that you make your data accessible to AI/ML engineers?

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Systems Software Engineer Software Engineering Data Warehouse 100

Robinhood

APRIL 26, 2023

Robinhood’s On-Ramp to Web3 “Crypto and Web3 have the potential to change the future of the financial system for the better, but we recognize there are still significant hurdles preventing broader adoption,” said Johann Kerbrat, GM of Robinhood Crypto. To learn more, visit [link].

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Accessibility Accessible Education Portfolio 52

Scott Logic

NOVEMBER 6, 2023

Embedded Accessibility is a vision of building accessible products by default. We can consider accessibility embedded when it no longer needs to be prioritised because it is already at the core of the delivery process. Our products will also be more accessible by default. Does this sound familiar?

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Accessibility Accessible Coding Project 59

Engineering at Meta

AUGUST 9, 2023

Explore is one of the largest recommendation systems on Instagram. Using more advanced machine learning models, like Two Towers neural networks, we’ve been able to make the Explore recommendation system even more scalable and flexible. locally popular media), which further contributes to system scalability.

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