Confluent

FEBRUARY 6, 2019

Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy. It takes much more effort than just building an analytic model with Python and your favorite machine learning framework. After all, machine learning with Python requires the use of algorithms that allow computer programs to constantly learn, but building that infrastructure is several levels higher in complexity.

Machine Learning 107

Machine Learning Python Kafka Java 107

Netflix Tech

FEBRUARY 5, 2019

By Kylee Peña, Chris Clark, and Mike Whipple Kylee’s parents after their wedding in 1978. I?—?Kylee?—?have two photos from my parents’ wedding. Just two. This year they celebrated 40 years of marriage, so both photos were shot on film. Both capture a joy and awkwardness that come with young weddings. They’re fresh and full of life, candid captures from another era.

Technology 103

Technology Electronics Management Systems 103

Data Engineering Podcast

FEBRUARY 3, 2019

Summary Archaeologists collect and create a variety of data as part of their research and exploration. Open Context is a platform for cleaning, curating, and sharing this data. In this episode Eric Kansa describes how they process, clean, and normalize the data that they host, the challenges that they face with scaling ETL processes which require domain specific knowledge, and how the information contained in connections that they expose is being used for interesting projects.

Digital Media 100

Digital Media Media PostgreSQL Datasets 100

Cloudera

FEBRUARY 4, 2019

Late last year, the news of the merger between Hortonworks and Cloudera shook the industry and gave birth to the new Cloudera – the combined company with a focus on being an Enterprise Data Cloud leader and a product offering that spans from edge to AI. One of the most promising technology areas in this merger that already had a high growth potential and is poised for even more growth is the Data-in-Motion platform called Hortonworks DataFlow (HDF).

Data Ingestion 75

Data Ingestion Retail Kafka Data Lake 75

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Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

Architecture

Teradata

FEBRUARY 6, 2019

Kevin Lewis explains the role of chief of data officer.

Data 56

Data 56

Netflix Tech

FEBRUARY 4, 2019

Engineering to Improve Marketing Effectiveness (Part 3)?—?Scaling Paid Media campaigns This is the third blog of the series on Marketing Technology at Netflix. This blog focuses on the marketing tech systems that are responsible for campaign setup and delivery of our paid media campaigns. The first blog focused on solving for creative development and localization at scale.

Media 55

Media Engineering Metadata Java 55

Cloudera

FEBRUARY 7, 2019

ATB Financial is Alberta’s largest home grown financial institution, and prides itself on its customer obsession, putting the over 750,000 Albertans at the centre of all that they do. As a result, ATB is constantly transforming in order to ensure it can continue to deliver unparalleled value to Albertans. A key pillar in the transformation journey is focused on robust data operations that can help ATB deliver timely, relevant and delightful service.

Utilities 69

Utilities Big Data Google Cloud Data Analytics 69

Zalando Engineering

FEBRUARY 6, 2019

Project Highlights Lionel Montrieux brought Nakadi to FOSDEM 2019. This is one of the largest open source projects released by Zalando. Nakadi is a distributed event bus that implements a RESTful API abstraction on top of Kafka-like queues. It is used in production by over a hundred teams daily and handles over 100 TB of data every day. Try out Nakadi !

PostgreSQL 40

PostgreSQL Kafka Project Technology 40

Teradata

FEBRUARY 4, 2019

Teradata was recently named a leader in the Gartner Magic Quadrant for Data Management Solutions for Analytics.

IT 40

IT Data Management Management Data 40

Zalando Engineering

FEBRUARY 6, 2019

Measuring the incremental effect of online marketing to optimize advertising investment One of the core values at Zalando is to be Customer Obsessed , and this applies to online marketing as well. For many Zalando customers, their experience starts with a catchy ad. Therefore, in Personalized Marketing , our mission is to reach customers with a personalized message and suggest products tailored to their needs or wants.

Scala 40

Scala AWS Data Lake Software Engineer 40

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Data

Zalando Engineering

FEBRUARY 3, 2019

Open Source Participation When you as a Zalando employee engage in open source communities as part of your work, you will interact with the wider open source communities outside Zalando - this is generally a good experience and collaborating with many different types of developers with different backgrounds is generally a positive input to your personal development.

Coding 40

Coding Project Accessible Accessibility 40