The Pragmatic Engineer

APRIL 13, 2023

Source: Dealroom Seed investments have dropped since 2021, but in 2022 were around the same level as in 2020 – and well above 2019. Access ChatGPT or Bard from an Amazon computer and you’re greeted with a screen of guidelines about how to use – and not use – these AI tools. Seed investments in Europe.

Finance 230

Finance Media Software Engineering Software Engineer 230

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.

Systems 90

Systems Pipeline-centric Machine Learning Transportation 90

Cloudera

MARCH 13, 2019

A Data Scientist : Organizations who show how they improved analytics, delivered new actionable intelligence, or designed systems for distributed deep learning and artificial intelligence to the organization’s business and customers. Stay tuned for March 19, 2019 as the winners are unveiled at the Luminaries dinner in Barcelona.

Data Architect 69

Data Architect Banking Utilities Deep Learning 69

The Pragmatic Engineer

MAY 11, 2023

Datadog is a leading observability tooling provider which went public in 2019, with a current market cap of $28B. A very popular open-source solution for systems and services monitoring. A fast and open-source column-oriented database management system, which is a popular choice for log management.

AWS 339

AWS Software Engineering Software Engineer Google Cloud 339

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Metadata 88

Metadata Bytes Entertainment Data Mining 88

The Pragmatic Engineer

APRIL 6, 2023

Our hope is that making salary ranges more accessible on Comprehensive.io For AI,  we’ve built a system to efficiently use GPT-4 for this purpose, including auto-crafting prompts and performing pre and post-processing. Our system is using purely Serverless to process the data. ” How does Comprehensive.io

Software Engineering 231

Software Engineering Software Engineer Datasets Database 231

Data Engineering Podcast

DECEMBER 26, 2021

Zhamak Dehghani introduced the concepts behind this architectural patterns in 2019, and since then it has been gaining popularity with many companies adopting some version of it in their systems. How has your view of the principles of the data mesh changed since our conversation in July of 2019?

BI 130

BI Data Warehouse Data Engineer Data Engineering 130

Cloudera

MAY 22, 2019

If access to real-time insights is changing the way you do business, we want to hear from you. The 2019 Data Impact Awards recognize organizations’ achievements with the Cloudera platform in seven categories: DATA FROM THE EDGE-TO-AI. The post Announcing the 2019 Data Impact Awards appeared first on Cloudera Blog.

Pharmaceutical 56

Pharmaceutical Machine Learning Recruitment Data Architecture 56

The Pragmatic Engineer

MAY 1, 2024

Source: Cognition So far, all we have is video demos, and accounts of those with access to this tool. When we looked at GitHub Copilot alternatives , all were launched at least a year after GitHub Copilot’s 2021 launch except Tabnine, launched in 2019. AI dev tool startups need outlandish claims to grab attention.

Software Engineering 239

Software Engineering Software Engineer Programming Language Media 239

Cloudera

MAY 26, 2021

Anybody who is storing customer information, healthcare, financial or sensitive proprietary information will need to ensure they are taking steps to protect that data and that includes detecting and preventing inadvertent or malicious access. All user accesses are authenticated via Kerberos/SPNEGO or SAML in both Public and Private Cloud.

Systems 73

Systems Cloud Hadoop Healthcare 73

Cloudera

DECEMBER 19, 2018

Business intelligence (BI), an umbrella term coined in 1989 by Howard Dresner, Chief Research Officer at Dresner Advisory Services, refers to the ability of end-users to access and analyze enterprise data. The post Three Trends for Modernizing Analytics and Data Warehousing in 2019 appeared first on Cloudera Blog.

BI 52

BI Cloud Computing Data Warehouse Big Data 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.

Building 145

Building Designing Consulting Accessible 145

Confluent

MAY 30, 2019

Built with Prometheus and InfluxDB monitoring systems. To build an event streaming pipeline, Spring Cloud Data Flow provides a set of application types: A source represents the first step in the data pipeline, a producer that extracts data from the external systems like databases, filesystem, FTP servers, IoT devices, etc.

Kafka 95

Kafka Cloud Data Pipeline PostgreSQL 95

Cloudera

DECEMBER 14, 2021

But with growing demands, there’s a more nuanced need for enterprise-scale machine learning solutions and better data management systems. They created a system to spread data across several servers with GPU-based processing so large datasets could be managed more effectively across the board. . Commonwealth Bank of Australia.

Transportation 111

Transportation Telecommunication Banking Data Lake 111

Confluent

OCTOBER 16, 2019

With tools like KSQL and Kafka Connect, the concept of streaming ETL is made accessible to a much wider audience of developers and data engineers. As with any system out there, the data often needs processing before it can be used. As with any real system, the data has “character.” Handling time.

Kafka 19

Kafka Building Data Coding 19

Cloudera

MAY 27, 2021

An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. When developing ethical AI systems, the most important part is intent and diligence in evaluating models on an ongoing basis,” said Santiago Giraldo Anduaga, director of product marketing, data engineering and ML at Cloudera.

Algorithm 119

Algorithm Media Consulting Machine Learning 119

Cloudera

MARCH 3, 2022

In 2019, the U.K.’s If data access policies and lineage aren’t consistent across an organization’s private cloud and public clouds, gaps will exist in audit logs. Inconsistent data access policies may also mean a data practitioner is making decisions on incomplete or out-of-date information. . Everyone Fails Data Governance.

Data Governance 100

Data Governance Government Metadata Medical 100

Netflix Tech

DECEMBER 23, 2020

By Fabio Kung , Sargun Dhillon , Andrew Spyker , Kyle , Rob Gulewich, Nabil Schear , Andrew Leung , Daniel Muino, and Manas Alekar As previously discussed on the Netflix Tech Blog, Titus is the Netflix container orchestration system. Also, the container cannot setuid to a UID that can access files owned by that “outside uid.”

Media 121

Media Accessibility Accessible Systems 121

Cloudera

DECEMBER 1, 2023

Launched in 2019, this strategy aims to position the US as a leader in AI research, development, and deployment. A breach or compromise of AI systems can have severe consequences, potentially compromising sensitive citizen data or even disrupting critical services. million), among others.

Building 109

Building Government Transportation Data Governance 109

Knowledge Hut

OCTOBER 4, 2023

Below are the Power BI requirements for the system. Supported operating system: Power BI program can be installed in a device with the following operations systems. Windows Server 2019 Data Centre, server 2019 standard, server 2016 standard, server 2016 datacenter. Comma-separated values (.csv)

BI 52

BI Systems Raw Data Data Preparation 52

Snowflake

SEPTEMBER 21, 2023

360-degree customer view broken into 120 data silos As of 2019, the average enterprise used 120 marketing applications. Leaders across the Modern Marketing Data Stack are responding to these challenges and differentiating their products by giving brands more access to and control of data.

Google Cloud 110

Google Cloud Unstructured Data Technology Data 110

Knowledge Hut

OCTOBER 23, 2023

Only authorized users can access data; only authorized users can add, alter, or remove information. The usage of authentication systems is a key component of Cyber Security. A username, for example, identifies an account that a user wishes to access, but a password serves as proof that the user is who he claims to be.

Hospitality 105

Hospitality Education Medical Government 105

The Pragmatic Engineer

JULY 13, 2023

Until 2019, the company had only 8 locations, which limited their customer base. At first, the company blamed the pause of sales on a bug in their system, then confirmed that pausing sales was intentional. That small tweak had an outsized impact. Overnight, our shipping damages dropped by 70-80%.”

Google Cloud 178

Google Cloud Retail Manufacturing Cloud 178

Engineering at Meta

FEBRUARY 7, 2024

PTP and its limitations Excessive network communication A typical IEEE 1588-2019 two-step PTPv2 unicast UDP flow consists of the following exchange: Figure 1: Typical two-step PTPv2 exchange. It should be noted that SPTP may not be suitable for systems that still require subscription and authentication.

Utilities 134

Utilities Coding Designing Accessibility 134

Confluent

SEPTEMBER 6, 2019

Now imagine event sourcing in the context of an online order system: you place an order and are able to get status updates when your order is confirmed, fulfilled, and shipped. Using Oracle for our example, we set up GoldenGate, and now have access to every single event happening in the database. This, in a nutshell, is event sourcing.

Kafka 22

Kafka MySQL Banking Java 22

Cloudera

DECEMBER 3, 2021

In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. They identified four main categories: capturing intent, system design, human judgement & oversight, regulations. An AI system trained on data has no context outside of that data. System Design. Capturing Intent.

Government 102

Government Hospitality Education Designing 102

Engineering at Meta

FEBRUARY 6, 2023

The app makes heavy use of code generation, spurred by Buck , our custom build system. Without heavy caching from our build system, engineers would have to spend an entire workday waiting for the app to build. Swift wouldn’t be announced for a few months , and SwiftUI (Apple’s declarative UI framework) wouldn’t be announced until 2019.

Architecture 145

Architecture Coding Engineering Systems 145

Confluent

MAY 14, 2019

Access to the private MVP Slack channel. The selection process for the 2020 class will end on August 15, 2019, after which you will begin to hear from us. All 2020 Confluent Community Catalysts will be officially announced at Kafka Summit San Francisco in September 2019. Special swag. Massive bragging rights.

Programming 84

Programming Kafka Education Coding 84

Rockset

MARCH 1, 2023

Some of the systems make data immutable, once ingested, to get around this issue – but real world data streams such as CDC streams have inserts, updates and deletes and not just inserts. If you want the absolute latest research on this space, read the 2019 survey paper by Chen Lou and Prof. Michael Carey.

Data Ingestion 144

Data Ingestion Database Architecture SQL 144

Confluent

JULY 3, 2019

Ingesting Twitter data is very easy with Kafka Connect , a framework for connecting Kafka with external systems. Ingesting Twitter data. Within the pre-built connectors, we can find Kafka Connect Twitter ; all we need to do is install it using the Confluent Hub client. confluent-hub install jcustenborder/kafka-connect-twitter:latest.

Data Analysis 21

Data Analysis Kafka Datasets Java 21

LinkedIn Engineering

MARCH 9, 2023

Every day, we upload nearly 30 million dependencies to the Apache Hadoop Distributed File System (HDFS) to run Spark applications. When the application is submitted to YARN, NodeManagers used to run Spark executors will download the required dependencies to their local file systems, a process known as " dependency localization."

Hadoop 124

Hadoop Machine Learning Designing Project 124

Monte Carlo

AUGUST 10, 2023

Editor’s Note : So much has happened since we first published this post and created the data observability category and Monte Carlo in 2019. Data lineage provides the answer by telling you which upstream sources and downstream ingestors were impacted, as well as which teams are generating the data and who is accessing it.

Data Pipeline 98

Data Pipeline Software Engineering Software Engineer Machine Learning 98

Lyft Engineering

MAY 5, 2025

This article explores real-time spatial temporal forecasting models and system designs used for predicting market conditions, focusing on how their complexity and rapid nature affect model performance, selection, and forecasting systemdesign. These are saved into a model artifacts database for online models to access.

Machine Learning 41

Machine Learning Architecture Kafka Systems 41

Confluent

SEPTEMBER 5, 2019

2019-06-06 22:52:59.485 INFO 28910 [nio-9080-exec-1] Producer Logger : Produced user -> {"name": "vik", "age": 33} 2019-06-06 22:52:59.559 INFO 28910 [ntainer#0-0-C-1] Consumer Logger : Consumed message -> {"name": "vik", "age": 33}. At least one Kafka cluster must be created to access your managed Schema Registry.

Kafka 20

Kafka Java Food Cloud 20

DataKitchen

APRIL 13, 2021

DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. Apache Oozie — An open-source workflow scheduler system to manage Apache Hadoop jobs. Reflow — A system for incremental data processing in the cloud.

Consulting 121

Consulting Machine Learning Data Science Data Pipeline 121

Cloudera

JANUARY 26, 2022

Virtual machines came to be, and this meant that several (virtual) environments with their own operating systems could run in one physical computer. . Brand-new virtualized private network connections allowed users to share access to the same physical infrastructure.

Cloud 87

Cloud Cloud Computing Hadoop Data Warehouse 87

Robinhood

OCTOBER 12, 2023

Robinhood was founded on a simple idea: that our financial markets should be accessible to all. With customers at the heart of our decisions, Robinhood is lowering barriers and providing greater access to financial information and investing. Sabrina: Here are the facts, in 2019, 53% of families were invested in the stock market.

Finance 97

Finance Food Accessibility Accessible 97