WeCloudData

MARCH 12, 2025

Natural Language Processing (NLP) is the key to all the recent advancements in Generative AI. To learn more about how […] The post Natural Language Processing in Healthcare appeared first on WeCloudData. To learn more about how […] The post Natural Language Processing in Healthcare appeared first on WeCloudData.

Healthcare 52

Healthcare Process Medical Data Science 52

WeCloudData

FEBRUARY 26, 2025

To satisfy your curiosity we will give you […] The post What is Natural Language Processing(NLP)? You may have questions and curiosity about how these tools work and the driving force that makes it possible to mimic human intelligence. appeared first on WeCloudData.

Process 52

Process IT Consulting Data Science 52

databricks

JULY 8, 2024

We are proud to announce two new analyst reports recognizing Databricks in the data engineering and data streaming space: IDC MarketScape: Worldwide Analytic.

Data Pipeline 137

Data Pipeline Process Cloud Data Engineering 137

Analytics Vidhya

FEBRUARY 6, 2023

Introduction The demand for data to feed machine learning models, data science research, and time-sensitive insights is higher than ever thus, processing the data becomes complex. To make these processes efficient, data pipelines are necessary.

Amazon Web Services 219

Amazon Web Services Data Pipeline Machine Learning Data Science 219

Snowflake

NOVEMBER 26, 2024

This blog post is the second in a three-part series on migrations. Processing some 90,000 tables per day, the team oversees the ingestion of more than 100 terabytes of data from upward of 8,500 events daily. That’s why we’ve collected these migration success stories to help you get started on your migration to Snowflake.

Data Warehouse 104

Data Warehouse Cloud PostgreSQL Hadoop 104

Cloudera

NOVEMBER 13, 2024

The end-to-end lineage also automates tasks such as predicting the impact of a process change, analyzing the impact of a broken process, discovering parallel processes performing the same tasks, and performing root cause analysis to uncover the source of reporting errors.

Metadata 90

Metadata Management Data Governance Government 90

databricks

AUGUST 30, 2024

Learn how companies can create repeatable and scalable workflows that enable users to quickly turn GenAI innovation from experimentation to reality.

Process 119

Process Building Data 119

Data Engineering Weekly

OCTOBER 27, 2024

Astasia Myers: The three components of the unstructured data stack LLMs and vector databases significantly improved the ability to process and understand unstructured data. The blog is an excellent summary of the existing unstructured data landscape. The blog from Meta discusses how it designed a privacy-preserving storage.

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

Christophe Blefari

JANUARY 11, 2025

Over the past four weeks, I took a break from blogging and LinkedIn to focus on building nao. We published videos about the Forward Data Conference, you can watch Hannes, DuckDB co-creator, keynote about Changing Large Tables. The evolution of OLAP — What is OLAP in the modern data stack?

Data 130

Data Data Warehouse Coding Programming Language 130

Snowflake

JANUARY 16, 2025

This is done by combining parameter preserving model rewiring with lightweight fine-tuning to minimize the likelihood of knowledge being lost in the process. You can learn more in our SwiftKV research blog post. SwiftKV achieves higher throughput performance with minimal accuracy loss (see Tables 1 and 2).

Algorithm 94

Algorithm Data Analysis Building Process 94

Cloudera

DECEMBER 4, 2024

Ready Flows: Accelerate development with pre-built templates for common data integration and processing tasks, freeing up developers to focus on higher-value activities. Delivers Enhanced Efficiency and Adaptability appeared first on Cloudera Blog. Boosting Developer Productivity DataFlow 2.9

Data Pipeline 93

Data Pipeline Data Ingestion Data Preparation Architecture 93

Snowflake

NOVEMBER 11, 2024

Here’s how Snowflake Cortex AI and Snowflake ML are accelerating the delivery of trusted AI solutions for the most critical generative AI applications: Natural language processing (NLP) for data pipelines: Large language models (LLMs) have a transformative potential, but they often batch inference integration into pipelines, which can be cumbersome.

Unstructured Data 97

Unstructured Data SQL AWS Healthcare 97

databricks

MARCH 4, 2024

StreamNative, a leading Apache Pulsar-based real-time data platform solutions provider, and Databricks, the Data Intelligence Platform, are thrilled to announce the enhanced Pulsar-Spark.

Data Process 126

Data Process Process Data 126

Cloudera

DECEMBER 9, 2024

For example, a Cloudera customer saw a large productivity improvement in their contract review process with an application that extracts and displays a short summary of essential clauses for the reviewer. Benchmark tests indicate that Gemini Pro demonstrates superior speed in token processing compared to its competitors like GPT-4.

Machine Learning 75

Machine Learning Project Banking Accessible 75

Data Engineering Weekly

MARCH 2, 2025

I found the blog to be a fresh take on the skill in demand by layoff datasets. The blog provides an excellent analysis of smallpond compared to Spark and Daft. Netflix writes an excellent article describing its approach to cloud efficiency, starting with data collection to questioning the business process.

Data Engineering 62

Data Engineering Data Engineer Engineering Datasets 62

Engineering at Meta

APRIL 28, 2025

Specifically, we have adopted a “shift-left” approach, integrating data schematization and annotations early in the product development process. However, conducting these processes outside of developer workflows presented challenges in terms of accuracy and timeliness.

Metadata 88

Metadata Data Utilities Data Warehouse 88

The Pragmatic Engineer

AUGUST 10, 2023

The period from April to mid-May was challenging: I found myself in hiring freezes and canceled processes. ’ How did you find the interview processes? ’ What are interesting observations about the hiring process, and what advice would you share with job seekers?

Engineering 227

Engineering Recruitment Retail Software Engineer 227

Cloudyard

JANUARY 15, 2025

Read Time: 2 Minute, 33 Second Snowflakes PARSE_DOCUMENT function revolutionizes how unstructured data, such as PDF files, is processed within the Snowflake ecosystem. However, Ive taken this a step further, leveraging Snowpark to extend its capabilities and build a complete data extraction process. Why Use PARSE_DOC?

Data Cleanse 52

Data Cleanse Insurance Raw Data Unstructured Data 52

DataKitchen

DECEMBER 6, 2024

Like an Olympic athlete training for the gold, your data needs a continuous, iterative process to maintain peak performance. We covered how Data Quality Testing, Observability, and Scorecards turn data quality into a dynamic process, helping you build accuracy, consistency, and trust at each layerBronze, Silver, and Gold.

Architecture 52

Architecture Raw Data High Quality Data Data Validation 52

Monte Carlo

NOVEMBER 26, 2024

Process > Tooling (Barr) 3. Process > Tooling (Barr) A new tool is only as good as the process that supports it. The move toward self-serve AI-enabled pipeline management means that the most painful part of everyone’s job gets automated away—and their ability to create and demonstrate new value expands in the process.

Data Engineer 105

Data Engineer Data Engineering Engineering Unstructured Data 105

DataKitchen

DECEMBER 9, 2024

This blog dives into the remarkable journey of a data team that achieved unparalleled efficiency using DataOps principles and software that transformed their analytics and data teams into a hyper-efficient powerhouse. Starting simply and iterating quickly gave the team time to build foundational processes before adding complexity and scaling.

Pharmaceutical 65

Pharmaceutical Data Lake Cloud Storage Project 65

Netflix Tech

JANUARY 2, 2025

However, due to the absence of a control group in these countries, we adopt a synthetic control framework ( blog post ) to estimate the counterfactual scenario. Each format has a different production process and different patterns of cash spend, called our Content Forecast. As plans change, the cash forecast will change.

Engineering 79

Engineering Entertainment Designing Technology 79

Cloudera

DECEMBER 17, 2024

The introduction of these faster, more powerful networks has triggered an explosion of data, which needs to be processed in real time to meet customer demands. As more data is processed, carriers increasingly need to adopt hybrid cloud architectures to balance different workload demands.

Building 62

Building Telecommunication Data Architecture Architecture 62

Robinhood

JUNE 6, 2024

Robinhood and Bitstamp customers can expect the same level of service, security and reliability and as we move forward, we are committed to maintaining transparency throughout this process. Robinhood expects the final deal consideration to be approximately $200 million in cash, subject to customary purchase price adjustments.

Retail 141

Retail Systems Process Management 141

Waitingforcode

JULY 10, 2024

Welcome to the first Data+AI Summit 2024 retrospective blog post. I'm opening the series with the topic close to my heart at the moment, stream processing!

Data 130

Data Process 130

Data Engineering Weekly

FEBRUARY 23, 2025

It covers nine categories: storage systems, data lake platforms, processing, integration, orchestration, infrastructure, ML/AI, metadata management, and analytics. I found the blog to be a comprehensive roadmap for data engineering in 2025. The proposal discusses how Kafka will implement queue functionality similar to SQS and RabbitMQ.

Data Engineer 62

Data Engineer Data Engineering Engineering Kafka 62

Cloudyard

DECEMBER 24, 2024

In this blog, well explore Building an ETL Pipeline with Snowpark by simulating a scenario where commerce data flows through distinct data layersRAW, SILVER, and GOLDEN.These tables form the foundation for insightful analytics and robust business intelligence. SILVER Layer : Cleansed and enriched data prepared for analytical processing.

Building 52

Building Raw Data Scala Business Intelligence 52

Waitingforcode

MARCH 5, 2025

For over two years now you can leverage file triggers in Databricks Jobs to start processing as soon as a new file gets written to your storage. The feature looks amazing but hides some implementation challenges that we're going to see in this blog post.

Process 130

Process 130

Waitingforcode

JUNE 24, 2024

Last May I gave a talk about stream processing fallacies at Infoshare in Gdansk. I'm writing this blog post to remember them and why not, share the knowledge with you! Besides this speaking experience, I was also - and maybe among others - an attendee who enjoyed several talks in software and data engineering areas.

Data Engineering 130

Data Engineering Data Engineer Engineering Process 130

Cloudyard

DECEMBER 18, 2024

Once processed, these files need to be archived to ensure cleanliness in the staging area and facilitate historical tracking. This blog explores a real-world use case where a Snowpark stored procedure automates the movement of processed feed files from one stage to another (either internal or external).

Retail 52

Retail Data Ingestion AWS Data Pipeline 52

Edureka

APRIL 22, 2025

This blog will explore the significant advancements, challenges, and opportunities impacting data engineering in 2025, highlighting the increasing importance for companies to stay updated. In 2025, this blog will discuss the most important data engineering trends, problems, and opportunities that companies should be aware of.

Data Engineer 52

Data Engineer Data Engineering Engineering Consulting 52

Cloudyard

MAY 4, 2025

This combination streamlines ETL processes, increases flexibility, and reduces manual coding. In this blog, I walk you through a use case where DBT orchestrates an automated S3-to-Snowflake ingestion flow using Snowflake capabilities like file handling, schema inference, and data loading.

ETL Tools 59

ETL Tools Raw Data SQL Python 59

Data Engineering Weekly

FEBRUARY 9, 2025

[link] QuantumBlack: Solving data quality for gen AI applications Unstructured data processing is a top priority for enterprises that want to harness the power of GenAI. It brings challenges in data processing and quality, but what data quality means in unstructured data is a top question for every organization.

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

Pinterest Engineering

NOVEMBER 18, 2024

Liang Mou; Staff Software Engineer, Logging Platform | Elizabeth (Vi) Nguyen; Software Engineer I, Logging Platform | In today’s data-driven world, businesses need to process and analyze data in real-time to make informed decisions. Real-Time Data Processing : CDC enables real-time data processing by capturing changes as they happen.

Kafka 50

Kafka MySQL Database Software Engineer 50

Netflix Tech

FEBRUARY 14, 2025

It requires a state-of-the-art system that can track and process these impressions while maintaining a detailed history of each profiles exposure. In this multi-part blog series, we take you behind the scenes of our system that processes billions of impressions daily.

Kafka 67

Kafka Datasets Metadata Utilities 67

Netflix Tech

APRIL 8, 2025

By Cheng Xie , Bryan Shultz , and Christine Xu In a previous blog post , we described how Netflix uses eBPF to capture TCP flow logs at scale for enhanced network insights. 2xlarge instances, we can process 5 million flows per second across the entire Netflixfleet. With 30 c7i.2xlarge

AWS 76

AWS Kafka Cloud Programming 76

Data Engineering Weekly

APRIL 20, 2025

The blog took out the last edition’s recommendation on AI and summarized the current state of AI adoption in enterprises. One of the core challenges of data engineering, as the author put it elegantly, The core difficulty lies in the fact that each step in the process requires specialized domain knowledge.

Data Engineer 67

Data Engineer Data Engineering Engineering Kafka 67