Confluent

MARCH 26, 2019

Making sense of the communication and dataflow patterns inside these choreographies, however, can be a challenge. At SYSCO AS, a Norwegian consulting firm, we have faced these challenges while helping our customers adopt event-driven architectures. reading metadata injected into HTTP headers). Distributed tracing with Zipkin.

Kafka 111

Kafka Transportation Metadata Consulting 111

AltexSoft

MAY 12, 2022

Particularly, we’ll explain how to obtain audio data, prepare it for analysis, and choose the right ML model to achieve the highest prediction accuracy. But first, let’s go over the basics: What is the audio analysis, and what makes audio data so challenging to deal with. What is audio data? Audio data file formats.

Machine Learning 122

Machine Learning Building Datasets Healthcare 122

Knowledge Hut

JUNE 27, 2023

From artificial intelligence to big data, cybersecurity to software engineering, the world of computer science is constantly evolving. Whether we're checking our email, streaming our favorite shows, or navigating our way through a new city, we rely on computers in some form or another every day. Read on to learn more.

Computer Science 52

Computer Science Programming Language Amazon Web Services Algorithm 52

Maxime Beauchemin

JANUARY 20, 2017

I joined Facebook in 2011 as a business intelligence engineer. By the time I left in 2013, I was a data engineer. We were data engineers! Data Engineering? Data science as a discipline was going through its adolescence of self-affirming and defining itself. We were pioneers.

Data Engineering 130

Data Engineering Data Engineer Engineering ETL Tools 130

Pinterest Engineering

AUGUST 18, 2022

Ankita Girish Wagh | Senior Software Engineer, Storage and Caching Introduction and Motivation At Pinterest, HBase is one of the most critical storage backends, powering many online storage services like Zen (graph database), UMS (wide column datastore), and Ixia (near real time secondary indexing service). Do a validation of both data sets.

Data Ingestion 52

Data Ingestion Hadoop Database Kafka 52

ProjectPro

DECEMBER 7, 2021

Data pipelines are a significant part of the big data domain, and every professional working or willing to work in this field must have extensive knowledge of them. As data is expanding exponentially, organizations struggle to harness digital information's power for different business use cases. What is a Big Data Pipeline?

Data Pipeline 52

Data Pipeline Architecture Kafka AWS 52

ProjectPro

OCTOBER 18, 2021

Every final year student interested in pursuing a career in data science or machine learning must work on a hands-on project to experience a practical approach to how machine learning models are implemented and deployed in production. Recommender System Projects Have you ever seen movies or web series on online streaming platforms?

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Rock the JVM

FEBRUARY 22, 2023

Riccardo is a proud alumnus of Rock the JVM, now a senior engineer working on critical systems written in Java, Scala and Kotlin. Under the folder src/main/java , we need to create a file named module-info.java with the following content: module virtual. The code is not easy to read and understand. playground { requires jdk.

Java 145

Java Programming Coding Scala 145

Towards Data Science

APRIL 30, 2024

Balancing correctness, latency, and cost in unbounded data processing Image created by the author. Intro Google Dataflow is a fully managed data processing service that provides serverless unified stream and batch data processing. If you want to learn more about stream processing, I strongly recommend this paper.

Google Cloud 62

Google Cloud Process Cloud Lambda Architecture 62

DoorDash Engineering

APRIL 4, 2023

DoorDash offers our summer interns the opportunity to fully integrate with Engineering teams to get the kind of real industry experience that is not taught in the classroom. You can read about each project below. There are various challenges with respect to data mutability, long intervals between changes, and data fixes.

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Project Banking Kafka Database 74

Lyft Engineering

MARCH 6, 2024

DEED In this post, we’ll cover how Lyft upgrades Python at scale — 1500+ repos spanning 150+ teams — and the latest iteration of the tools and strategy we’ve built to optimize both the overall time to upgrade and the work required from our engineers. Everything starts with data. pre-commit-config.yaml file in each repo.

Python 72

Python Metadata Datasets Coding 72

Knowledge Hut

DECEMBER 26, 2023

In today’s AI-driven world, Data Science has been imprinting its tremendous impact, especially with the help of the Python programming language. Owing to its simple syntax and ease of use, Python for Data Science is the go-to option for both freshers and working professionals. This image depicts a very gh-level pipeline for DS.

Data Science 92

Data Science Python Programming Language Portfolio 92

AltexSoft

DECEMBER 23, 2022

Whether your goal is data analytics or machine learning , success relies on what data pipelines you build and how you do it. But even for experienced data engineers, designing a new data pipeline is a unique journey each time. Data engineering in 14 minutes. ELT vs ETL. Order of process phases.

Process 52

Process Building Raw Data Data Lake 52

Netflix Tech

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Process 84

Process Data Pipeline Datasets SQL 84

Netflix Tech

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Our previous tech blog Packaging award-winning shows with award-winning technology detailed our packaging technology deployed on the streaming side.

Cloud 95

Cloud Bytes Cloud Storage Media 95

AltexSoft

NOVEMBER 7, 2022

You can hardly compare data engineering toil with something as easy as breathing or as fast as the wind. The platform went live in 2015 at Airbnb, the biggest home-sharing and vacation rental site, as an orchestrator for increasingly complex data pipelines. How data engineering works. What is Apache Airflow?

PostgreSQL 52

PostgreSQL Metadata Python MySQL 52

Lyft Engineering

MARCH 12, 2024

Introduction Reinforcement Learning (RL) has shown great promise in research on challenging problems, from playing games to self-driving cars. Compared to supervised learning, RL does not require a fully labeled data-set for training. Solving a problem without fully labeled ground truth data is inherently more difficult.

Algorithm 66

Algorithm Machine Learning Datasets Food 66

AltexSoft

JULY 18, 2023

These seemingly unrelated terms unite within the sphere of big data, representing a processing engine that is both enduring and powerfully effective — Apache Spark. Maintained by the Apache Software Foundation, Apache Spark is an open-source, unified engine designed for large-scale data analytics. What is Apache Spark?

Big Data 52

Big Data Data Process Process Hadoop 52

ProjectPro

AUGUST 24, 2021

Most of us have observed that data scientist is usually labeled the hottest job of the 21st century, but is it the only most desirable job? For beginners or peeps who are utterly new to the data industry, Data Scientist is likely to be the first job title they come across, and the perks of being one usually make them go crazy.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

AltexSoft

OCTOBER 21, 2022

Similar to Google in web browsing and Photoshop in image processing, it became a gold standard in data streaming, preferred by 70 percent of Fortune 500 companies. Apache Kafka is an open-source, distributed streaming platform for messaging, storing, processing, and integrating large data volumes in real time.

Kafka 93

Kafka Hadoop ETL Tools Big Data 93

Netflix Tech

SEPTEMBER 3, 2021

The solution we use within the Netflix Studio Engineering is protobuf FieldMask. Money Heist (La casa de papel) / Netflix Protobuf FieldMask Protocol Buffers , or simply protobuf, is a data serialization mechanism. By default, gRPC uses protobuf as its IDL (interface definition language) and data serialization protocol.

Designing 98

Designing Java Bytes Utilities 98

Snowflake

JUNE 28, 2023

Since its launch two years ago, Snowpark has been empowering data scientists, data engineers, and application developers to streamline their architectures, accelerate development, and boost the performance of data engineering and ML/AI workloads on Snowflake.

Python 52

Python Accessible Accessibility Pipeline-centric 52

phData: Data Engineering

JANUARY 3, 2022

What is Data Engineering? Everything You Need to Know in 2022 Nick Goble January 4, 2022 It’s easy to overlook the amount of data that’s being generated every day — from your smartphone, your Zoom calls, to your Wi-Fi-connected dishwasher. Table of Contents What is Data Engineering What is Data Governance?

Data Engineering 52

Data Engineering Data Engineer Engineering Data Governance 52

Data Engineering Podcast

JANUARY 28, 2018

Summary Sharing data across multiple computers, particularly when it is large and changing, is a difficult problem to solve. In order to provide a simpler way to distribute and version data sets among collaborators the Dat Project was created. Go to dataengineeringpodcast.com/gocd to download and launch it today.

Data 100

Data Project Electronics Data Management 100

Edureka

JANUARY 12, 2024

Ensures smooth operation and data handling behind the scenes. The idea of inversion of control (IoC) in software engineering refers to the transfer of control of objects or parts of a program to a container or framework. For example, consider a class car that needs an engine. What do full stack web developers do?

NoSQL 52

NoSQL Java MongoDB Programming 52

Monte Carlo

AUGUST 25, 2023

Modern companies are ingesting, storing, transforming, and leveraging more data to drive more decision-making than ever before. Data teams need to balance the need for robust, powerful data platforms with increasing scrutiny on costs. But, the options for data storage are evolving quickly. Let’s dive in.

Data Lake 52

Data Lake Data Warehouse Unstructured Data Raw Data 52

Data Engineering Weekly

JANUARY 22, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make it easy to collect data from every application, website, and SaaS platform, then activate it in your warehouse and business tools. Data Quality: Shift Left, Bring Consumers Closer Event Source vs.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Pipeline 52

AltexSoft

JUNE 26, 2023

All successful companies do it: constantly collect data. While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. What is data collection?

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

Ascend.io

MARCH 14, 2023

Data represents our present and our future, and therein lies a significant problem: the more data you’re dealing with, the more challenging it will be to scale your company in a sustainable and standardized way. What Is a Data Mesh? It provides a more distributed, decentralized, and resilient approach to data management.

Government 52

Government Architecture Data Lake Data 52

Ascend.io

MARCH 14, 2023

Data represents our present and our future, and therein lies a significant problem: the more data you’re dealing with, the more challenging it will be to scale your company in a sustainable and standardized way. What Is a Data Mesh? It provides a more distributed, decentralized, and resilient approach to data management.

Government 52

Government Architecture Data Lake Data 52

ProjectPro

NOVEMBER 22, 2021

According to the Businesswire report , the worldwide big data as a service market is estimated to grow at a CAGR of 36.9% This clearly indicates that the need for Big Data Engineers and Specialists would surge in the future years. Apart from this, Runtastic also relies upon PySpark for their Big Data sanity checks.

Hadoop 52

Hadoop Python Datasets Metadata 52

ProjectPro

JANUARY 31, 2023

If you're looking to break into the exciting field of big data or advance your big data career, being well-prepared for big data interview questions is essential. Get ready to expand your knowledge and take your big data career to the next level! “Data analytics is the future, and the future is NOW!

Big Data 52

Big Data Hadoop AWS Relational Database 52

phData: Data Engineering

JANUARY 3, 2022

DataOps: What Is It, Core Principles, and Tools For Implementation Nick Goble January 3, 2022 When building a successful company, it’s critical to have a strategy around how you build and scale your business from a technology and data perspective. You can read the full guide without giving us your email — keep scrolling !)

IT 52

IT AWS Software Engineer Software Engineering 52

Monte Carlo

FEBRUARY 15, 2023

Since the inception of the cloud, there has been a massive push to store any and all data. Cloud data warehouses solve these problems. Belonging to the category of OLAP (online analytical processing) databases, popular data warehouses like Snowflake, Redshift and Big Query can query one billion rows in less than a minute.

Data Warehouse 52

Data Warehouse Unstructured Data AWS Business Intelligence 52

Rockset

SEPTEMBER 13, 2022

The challenges Customer expectations and the corresponding demands on applications have never been higher. Further, data is king, and users want to be able to slice and dice aggregated data as needed to find insights. Users don't want to wait for data engineers to provision new indexes or build new ETL chains.

SQL 52

SQL Database Relational Database AWS 52

AltexSoft

NOVEMBER 10, 2021

Well, there’s a new phenomenon in data management that received the name of a data lakehouse. The pun being obvious, there’s more to that than just a new term: Data lakehouses combine the best features of both data lakes and data warehouses and this post will explain this all. What is a data lakehouse?

Architecture 52

Architecture Data Lake Data Warehouse Metadata 52

Confluent

MAY 22, 2019

The explosive number of devices generating, tracking and sharing data across a variety of networks is overwhelming to most data management solutions. As IoT projects go from concepts to reality, one of the biggest challenges is how the data created by devices will flow through the system. trillion by 2024.

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Kafka Google Cloud NoSQL Entertainment 96