Precisely

DECEMBER 28, 2023

The concept of streaming data was born of necessity. But insights derived from day-old data don’t cut it. Business success is based on how we use continuously changing data. That’s where streaming data pipelines come into play. What is a streaming data pipeline? How do streaming data pipelines work?

Data Pipeline 91

Data Pipeline Building Kafka Big Data 91

Confluent

JANUARY 10, 2023

CDC is a software design pattern that identifies and captures changes made to data in a database. Learn how CDC works, the best solutions, and how to get started with various implementations.

Data 123

Data Database Designing Process 123

Precisely

APRIL 11, 2024

As a Technical Architect at Precisely, I’ve had the unique opportunity to lead the AWS Mainframe Modernization Data Replication for IBM i initiative, a project that not only challenged our technical capabilities but also enriched our understanding of cloud integration complexities.

AWS 72

AWS Amazon Web Services Cloud Cloud Computing 72

Workfall

JUNE 12, 2023

In this dynamic realm of data engineering, a monumental challenge takes centre stage: efficiently managing the ever-changing tides of real-time data. Data, the lifeblood of organisations, holds the key to unlocking untapped potential and propelling businesses forward. Where Is CDC Used and Who Uses It?

Telecommunication 80

Telecommunication Metadata Healthcare Finance 80

Engineering at Meta

MARCH 20, 2024

At low bitrates, we often end up downscaling the video to encode at ¼ resolution (assuming the camera capture is 640×480 or 1280×720). These changes provided incremental improvements in the video quality metrics like PSNR. We have been able to improve the video scaling quality significantly by leveraging in-house scalers.

Algorithm 86

Algorithm Manufacturing Media Coding 86

Christophe Blefari

OCTOBER 20, 2023

Read my dbt multi-project guide 📺 On the content side I'll also present next week the Fancy Data Stack project at the Data Engineering And Machine Learning Summit 2023 organised by Seattle Data Guy. This post gives great insights about the impact on the data platform team.

Generalist 130

Generalist Entertainment NoSQL Datasets 130

Christophe Blefari

FEBRUARY 3, 2023

Delivering the data news ( credits ) Hey you, it's already February. I'm still amazed by how I changed my old habits to add the writing in my workflow. The article shows our Netflix art creators are using past data to create new artworks. Fast News ⚡️ What's the Modern Data Stack?

BI 130

BI Google Cloud SQL Machine Learning 130

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. May not capture the current experience. estimated time of arrival) can change very quickly. May not capture the current experience.

Systems 87

Systems Pipeline-centric Machine Learning Transportation 87

Data Engineering Podcast

MARCH 22, 2021

For analytical systems, the only way to provide this reliably is by implementing change data capture (CDC). Unfortunately, this is a non-trivial undertaking, particularly for teams that don’t have extensive experience working with streaming data and complex distributed systems.

Data Warehouse 100

Data Warehouse Metadata Data Lake Hadoop 100

Data Engineering Podcast

NOVEMBER 30, 2020

Summary The first stage of every good pipeline is to perform data integration. With the increasing pace of change and the need for up to date analytics the need to integrate that data in near real time is growing. If you hand a book to a new data engineer, what wisdom would you add to it?

Data Integration 100

Data Integration Coding BI Kafka 100

Data Engineering Podcast

AUGUST 3, 2021

Summary Data lake architectures have largely been biased toward batch processing workflows due to the volume of data that they are designed for. With more real-time requirements and the increasing use of streaming data there has been a struggle to merge fast, incremental updates with large, historical analysis.

Data Lake 130

Data Lake Data Warehouse Hadoop Architecture 130

FreshBI

DECEMBER 30, 2023

Sensitivity analysis within cash flow management involves assessing how changes in specific variables impact the overall cash position. It involves creating multiple plausible scenarios based on varying market conditions, operational changes, or external factors to evaluate their impact on cash flow. 2) What is scenario analysis?

BI 105

BI Raw Data Banking Consulting 105

Snowflake

MARCH 14, 2024

As a cohesive ERP solution, SAP is often one of the largest data resources in an organization, containing everything from financial and transactional data to master information about customers, vendors, materials, facilities, planning and even HR. What’s the challenge with unlocking SAP data?

IT 85

IT Data Ingestion Data AWS 85

Data Engineering Podcast

JANUARY 5, 2020

Summary Databases are useful for inspecting the current state of your application, but inspecting the history of that data can get messy without a way to track changes as they happen. And for your machine learning workloads, they just announced dedicated CPU instances. What is Debezium and what problems does it solve?

Database 100

Database Kafka PostgreSQL MySQL 100

Christophe Blefari

JUNE 16, 2023

I'm now under the Berlin rain with 20° When I write in these conditions I feel like a tortured author writing a depressing novel while actually today I'll speak about the AI Act, Python, SQL and data platforms. Yann's vision goes toward AI systems learning and reasoning like animals and humans.

Programming Language 130

Programming Language SQL PostgreSQL Data 130

Knowledge Hut

MARCH 20, 2024

Post-project reviews (PPR) in project management ensure your project's outcome actually delivers the intended benefits and helps you learn from your journey for future success. Using the post project review, we assess success, find ways to improve, and learn valuable lessons for the future.

Project 52

Project Designing Management Process 52

Edureka

APRIL 19, 2024

In the fast-changing world of artificial intelligence, a new tool called Midjourney has captured the attention of artists, designers, and anyone interested in creativity. By entering simple text descriptions, Midjourney uses powerful machine-learning technology to create realistic and highly detailed images.

Algorithm 52

Algorithm Deep Learning Machine Learning Media 52

Data Engineering Weekly

JANUARY 28, 2024

RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Visit rudderstack.com to learn more. I had a chance to meet some of the amazing humans of data engineering.

Data Engineering 57

Data Engineering Data Engineer Engineering Recruitment 57

Data Engineering Podcast

DECEMBER 4, 2022

Summary The term "real-time data" brings with it a combination of excitement, uncertainty, and skepticism. In this episode Arjun Narayan explains how the technical barriers to adopting real-time data in your analytics and applications have become surmountable by organizations of all sizes.

Data Lake 100

Data Lake MongoDB MySQL Data Warehouse 100

Striim

AUGUST 26, 2023

While Confluent is a well-known option for data streaming platforms, its complexity can pose significant challenges for businesses. This complexity not only has technical repercussions but also impacts business operations by leading to unreliable or missing data, which can be both costly and time-consuming to rectify.

MongoDB 52

MongoDB Google Cloud Kafka AWS 52

Netflix Tech

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. We expect complete and accurate data at the end of each run.

Data Engineering 105

Data Engineering Data Engineer Engineering Metadata 105

Cloudera

SEPTEMBER 15, 2021

That’s where you find the ability to empower IoT devices to respond to events in real time by capturing and analyzing the relevant data. Edge computing relies on squeezing the power and functionality of a data center into a micro site as close to data sources as possible to enable real-time tasks. Fast-changing Data.

Medical 117

Medical Retail Datasets Algorithm 117

Data Engineering Podcast

JULY 19, 2021

Summary Data quality is a concern that has been gaining attention alongside the rising importance of analytics for business success. While those are useful tools, it is far better to prevent data errors before they become an outsized issue. RudderStack’s smart customer data pipeline is warehouse-first.

Management 100

Management Data Warehouse Data Pipeline Data 100

RandomTrees

JANUARY 29, 2024

In the rapidly evolving field of computer vision, data is the lifeblood that fuels innovation. Machine learning models rely heavily on large and diverse datasets to train and improve their ability to understand and interpret visual information. However, acquiring high-quality labeled data can be a costly and time-consuming endeavor.

Medical 52

Medical Retail Entertainment Datasets 52

Knowledge Hut

OCTOBER 27, 2023

Whether you are a student or a working professional, the journey to be an industry-ready Data Scientist would never be fulfilled unless there is a good portfolio of projects considerably demonstrated in the resume. Choosing the right project is crucial as it could set you apart from the other Data Scientists. to detect anomalies.

Data Science 52

Data Science Python Project Manufacturing 52

Knowledge Hut

JANUARY 16, 2024

Security – ensuring unauthorized access to the system Data Retention - how long should the data be retained in the system for reference ? Usability: Requirements about how difficult it will be to learn and operate the system. The requirements are often expressed in learning time or similar metrics.

Business Analyst 52

Business Analyst Electronics Food Project 52

Pinterest Engineering

MAY 9, 2023

Erika Sun ML Engineer | Advertiser Growth Modeling Team; Ogheneovo Dibie Engineering Manager | Advertiser Growth Modeling Team Photo by Jason Blackeye on Unsplash Summary In this blog post, we describe a Machine Learning (ML) powered proactive churn prevention solution that was prototyped with our small & medium business (SMB) advertisers.

Consulting 80

Consulting Data Science Architecture Engineering 80

Cloudera

DECEMBER 20, 2022

Efficient use of data will therefore be critical to improving the competitiveness and productivity of assets, both traditional and renewable generation. Data efficiency in renewables. Effective use of data can have a direct impact on the cash flow of wind and solar generation companies in areas such as real-time decision making.

Data Analytics 81

Data Analytics Retail Machine Learning Recruitment 81

Cloudera

JULY 14, 2023

Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. Some of the common issues include constrained schema evolution, static partitioning of data, and long planning time because of S3 directory listings.

Metadata 70

Metadata Data Warehouse Big Data Ecosystem Java 70

Snowflake

FEBRUARY 13, 2023

62% of data leaders surveyed for the CDO Agenda 2023 reported “Difficulty in changing organizational behaviors and attitudes.” More than half of respondents indicated an “absence of data-driven culture or data-driven decision-making.” Yet change is hard. Change is not spread like ideas.

Hospitality 71

Hospitality Building Banking Data 71

Netflix Tech

JUNE 7, 2021

By Alok Tiagi , Hariharan Ananthakrishnan , Ivan Porto Carrero and Keerti Lakshminarayan Netflix has developed a network observability sidecar called Flow Exporter that uses eBPF tracepoints to capture TCP flows at near real time. It performs real time attribution of flow data with application metadata from Sonar.

Transportation 130

Transportation AWS Cloud Metadata 130

Cloudera

JULY 12, 2021

The 2021 Data Impact Award (DIA) submissions are starting to stream in, and we know many of you are contemplating your entries – which we are excited to see. Data and fanning the flames of business transformation . But the most impactful uses of data are those that seek to have a broader positive impact on society.”.

Healthcare 106

Healthcare Consulting Media Big Data 106

Engineering at Meta

DECEMBER 19, 2023

HawkEye is the powerful toolkit used internally at Meta for monitoring, observability, and debuggability of the end-to-end machine learning (ML) workflow that powers ML-based products. Identifying the root cause of any issue is a complex problem, especially given the scale of Meta’s models and data.

Data Pipeline 108

Data Pipeline Algorithm Architecture Machine Learning 108

Precisely

FEBRUARY 26, 2024

Data flows from edge devices to core applications and back again. A myriad of data analytics tools provide up-to-the-minute insights to decision-makers throughout the organization. A small change upstream can have unintended consequences to systems or applications of which the author may not even be aware.

IT 75

IT Banking Programming Language Systems 75

Knowledge Hut

JULY 4, 2023

Pattern recognition is a field of computer science that deals with the automatic identification of patterns in data. This can be done by finding regularities in the data, such as correlations or trends, or by identifying specific features in the data. It is a subfield of machine learning and artificial intelligence.

Machine Learning 78

Machine Learning Medical Algorithm Deep Learning 78

Knowledge Hut

JANUARY 22, 2024

FinTech companies depend heavily on FinTech data science to simplify financial decision-making and deliver cutting-edge solutions. So first, let's see what data science in fintech is and its importance. What is Data Science? Want to learn more about Data Science in FinTech? Why is Data Science So Important?

Data Science 52

Data Science Banking Big Data Insurance 52

Data Engineering Weekly

DECEMBER 3, 2023

RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Visit rudderstack.com to learn more. Github writes an excellent blog to capture the current state of the LLM integration architecture.

Data Engineering 70

Data Engineering Data Engineer Engineering Bytes 70