Netflix Tech

MARCH 28, 2025

This model aims to assimilate information both from members comprehensive interaction histories and our content at a very large scale. The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs).

Metadata 84

Metadata Bytes Data Mining Entertainment 84

Analytics Vidhya

FEBRUARY 23, 2023

It is so extensive and diverse that traditional data processing methods cannot handle it. The volume, velocity, and variety of Big Data can make it difficult to process and analyze. Introduction Big Data is a large and complex dataset generated by various sources and grows exponentially.

Big Data Tools 242

Big Data Tools Big Data Datasets Data 242

dbt Developer Hub

APRIL 20, 2025

Even the most sophisticated models are constrained by their isolation from datatrapped behind information silos and legacy systems. or "Where do we store marketing spend information?" and receive accurate information based on your dbt project's documentation and structure. Why does this matter? MCP addresses this challenge.

Structured Data 98

Structured Data SQL BI Project 98

The Pragmatic Engineer

MAY 25, 2023

Unfortunately for privacy fans, Zuru won and a US court ordered Glassdoor to disclose this information. Imagine the situation where a review claims something and the company tells Glassdoor this is deliberately misleading information. Or Glassdoor has enough knowledge to know the employer is incorrect and the information is accurate.

Software Engineering 354

Software Engineering Software Engineer AWS Engineering 354

Snowflake

APRIL 13, 2025

Manual processes can be time-consuming and error-prone. Agentic AI automates these processes, helping ensure data integrity and offering real-time insights. Leveraging advanced machine learning and natural language processing, these intelligent agents can efficiently manage and analyze vast data amounts.

Data Management 78

Data Management Management Consulting Unstructured Data 78

Snowflake

APRIL 16, 2025

Process all your data where it already lives Fragmented data environments and complex cloud architectures impede efficiency and innovation. For streamlining manual processes : Online retailers and food delivery platforms use Cortex AI to automate image descriptions for meals and groceries, reducing manual effort.

Data Analysis 75

Data Analysis Unstructured Data Manufacturing Retail 75

Analytics Vidhya

MARCH 10, 2023

Introduction Snowflake is a cloud-based data warehousing platform that enables enterprises to manage vast and complicated information by providing scalable storage and processing capabilities. It is intended to be a fully managed, multi-cloud solution that does not need clients to handle hardware or software.

Cloud 247

Cloud Designing Management Process 247

The Pragmatic Engineer

APRIL 21, 2024

Other shipped things include  DALL·E 3  (image generation,)  GPT-4  (an advanced model,) and the  OpenAI API  which developers and companies use to integrate AI into their processes. Each word that spits out of ChatGPT is this same process repeated over and over again many times per second.

Engineering 363

Engineering Software Engineering Software Engineer Programming 363

Snowflake

MARCH 6, 2025

Customer intelligence teams analyze reviews and forum comments to identify sentiment trends, while support teams process tickets to uncover product issues and inform gaps in a product roadmap. An efficient batch processing system scales in a cost-effective manner to handle growing volumes of unstructured data.

Unstructured Data 97

Unstructured Data Medical Media Data Workflow 97

Precisely

APRIL 7, 2025

To get the best results, its critical to add valuable information to existing records through data appending or enrichment. Use case (Retail): As an example, imagine a retail company has a customer database with names and addresses, but many records are missing full address information.

Retail 75

Retail Datasets Data Portfolio 75

Engineering at Meta

JANUARY 21, 2025

Strobelight is also not a single profiler but an orchestrator of many different profilers (even ad-hoc ones) that runs on all production hosts at Meta, collecting detailed information about CPU usage, memory allocations, and other performance metrics from running processes. This data needs to be downloaded then parsed.

Technology 114

Technology Metadata Utilities Engineering 114

Snowflake

NOVEMBER 6, 2024

Supporting financial advisors and wealth managers in nearly all aspects of their jobs, the company’s integrated and configurable SaaS platform informs business decisions, improves client service and even drives innovation for firms. Our customer sentiment pipeline is working extremely well,” Coleman says. Cortex is doing a great job for us.”

Hospitality 97

Hospitality Medical Government Software Engineer 97

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 98

Unstructured Data SQL AWS Healthcare 98

Snowflake

FEBRUARY 12, 2025

Snowflake customers now have a unified platform for processing and retrieval of both structured and unstructured data with high accuracy out-of-the-box. They must follow data policies, access multiple sources efficiently, and retrieve accurate information to deliver reliable, high-value outcomes.

Unstructured Data 92

Unstructured Data Government SQL Structured Data 92

Precisely

JANUARY 30, 2025

Recognize that artificial intelligence is a data governance accelerator and a process that must be governed to monitor ethical considerations and risk. These architectures have both emerged to accelerate the delivery of trusted data to users so that its actionable and accessible for informed decision-making.

Data Governance 103

Data Governance Government Metadata Data 103

Snowflake

NOVEMBER 19, 2024

By moving from Databricks to Snowflake, Travelpass now empowers more people to work with data to deliver greater efficiency, more informed decision-making and a more tailored experience for travelers across the globe. But CTC was paying $800,000 a year just to move data from Snowflake to managed Spark for processing and back again.

Data Governance 98

Data Governance Government Healthcare Building 98

Snowflake

FEBRUARY 11, 2025

One of the major benefits of AI tools will be increased efficiency throughout the process of getting messages to consumers. This is where AI can really make a difference in optimizing the process and improving ROI for marketers. AI will clearly benefit advertisers by giving them more bang for their budget.

Entertainment 96

Entertainment Media Healthcare Technology 96

Data Engineering Weekly

JANUARY 15, 2025

The answer lies in unstructured data processing—a field that powers modern artificial intelligence (AI) systems. Unlike neatly organized rows and columns in spreadsheets, unstructured data—such as text, images, videos, and audio—requires advanced processing techniques to derive meaningful insights.

Data Engineering 63

Data Engineering Data Engineer Unstructured Data Engineering 63

Netflix Tech

DECEMBER 17, 2024

Metric definitions are often scattered across various databases, documentation sites, and code repositories, making it difficult for analysts and data scientists to find reliable information quickly. LORE: How were democratizing analytics atNetflix Apurva Kansara At Netflix, we rely on data and analytics to inform critical business decisions.

Engineering 84

Engineering Entertainment Amazon Web Services Utilities 84

Snowflake

APRIL 9, 2025

KAWA Analytics Digital transformation is an admirable goal, but legacy systems and inefficient processes hold back many companies efforts. Based on this information, the judges will select three finalists, to be announced in May.

Pharmaceutical 98

Pharmaceutical Manufacturing Data Ingestion SQL 98

DataKitchen

NOVEMBER 5, 2024

The Medallion architecture is a design pattern that helps data teams organize data processing and storage into three distinct layers, often called Bronze, Silver, and Gold. By methodically processing data through Bronze, Silver, and Gold layers, this approach supports a variety of use cases. Bronze layers should be immutable.

Architecture 78

Architecture Raw Data Pipeline-centric Data Ingestion 78

Analytics Vidhya

FEBRUARY 2, 2023

Introduction Data analytics solutions collect, process, and analyze data to extract insights and make informed business decisions. The need for a data analytics solution arises from the increasing amount of data organizations generate and the need to extract value from that data.

Data Analytics 207

Data Analytics Process Google Cloud Cloud Computing 207

Netflix Tech

NOVEMBER 12, 2024

Introducing sufficient jitter to the flush process can further reduce contention. By creating multiple topic partitions and hashing the counter key to a specific partition, we ensure that the same set of counters are processed by the same set of consumers. This process can also be used to track the provenance of increments.

Datasets 100

Datasets Computer Science Systems Kafka 100

Snowflake

JANUARY 21, 2025

To be successful in the future, agencies need to build trust through transparent, privacy-preserving data practices that protect sensitive information and foster secure collaboration with clients and partners. Agencies should embrace native AI capabilities, which dont require them to move and copy data in order to process it.

Media 98

Media Unstructured Data Data Retail 98

The Pragmatic Engineer

OCTOBER 17, 2024

  This grant is designed to “support entrepreneurs, tech-geeks, developers, and socially engaged people, who are capable of challenging the way we search and discover information and resources on the internet” The team is tiny; only three people. It’s one front-end dev and two part-time backend devs.

Cloud 332

Cloud AWS Metadata Cloud Computing 332

Snowflake

JANUARY 28, 2025

SnowConvert can automate more than 96% of the code and object conversion process as demonstrated with the many migrations projects executed over the years, making it a proven solution for migrations from Oracle, SQL Server and Teradata. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 92

Data Warehouse Professional Services SQL Coding 92

The Pragmatic Engineer

FEBRUARY 29, 2024

The information I received is that today is the shooting day. The information about the leap day problem is confirmed by the ICA bank's press officer Maria Elfvelin. To ensure you have the correct information, please download it again from avianca.com or from our app.”

Software Engineering 281

Software Engineering Software Engineer Banking Engineering 281

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. Tomasz believes that the next wave of adoption will be different from the first because leaders will be more informed about what they need—and where to find it. 2025 data engineering trends incoming.

Data Engineering 105

Data Engineering Data Engineer Engineering Unstructured Data 105

Precisely

DECEMBER 12, 2024

These systems store massive amounts of historical datadata that has been accumulated, processed, and secured over decades of operation. This bias can be introduced at various stages of the AI development process, from data collection to algorithm design, and it can have far-reaching consequences.

Healthcare 64

Healthcare Algorithm Finance Data Integration 64

The Pragmatic Engineer

NOVEMBER 21, 2023

Avoiding downtime was nerve-wracking, and the notion of a 'rollback' was as much a relief as a technical process.  After this zero-byte file was deployed to prod, the Apache web server processes slowly picked up the empty configuration file. Our deployments were initially manual. Apache started to log like a maniac.

Engineering 345

Engineering Bytes Cloud Computing AWS 345

The Pragmatic Engineer

OCTOBER 31, 2023

It was also hard to tell when an update contained new information. We are still working on processing the backlog of asynchronous Lambda invocations that accumulated during the event, including invocations from other AWS services (such as SQS and EventBridge). As of 3:37 PM PDT, the backlog was fully processed.

AWS 290

AWS Google Cloud Cloud Engineering 290

The Pragmatic Engineer

APRIL 19, 2023

For "jargon architects," this tends to happen because engineers assume that as they don't understand the jargon, they must also not understand the thought process, so do not challenge them. Validate information and do your research. When presented with information: don't assume it is correct.

Software Engineering 343

Software Engineering Software Engineer Engineering Media 343

Snowflake

FEBRUARY 18, 2025

Handling an insurance claim: The insurance claims process is intricate and essential to customer satisfaction. This process often requires claims managers to review a wide range of data, including notes, contracts, call center logs and even multimedia such as videos and photos. The process requires a lot of documentation.

Unstructured Data 87

Unstructured Data Insurance Structured Data Government 87

Snowflake

APRIL 7, 2025

Our deep industry knowledge and understanding of these gaps gave us the insight to create solutions that simplify and automate compliance processes using AI. With advanced encryption, strict access controls and strong data governance, Snowflake helps us ensure the confidentiality and protection of our clients information.

Food 90

Food Data Transparency Software Engineer Software Engineering 90

Snowflake

JANUARY 28, 2025

SnowConvert can automate more than 96% of the code and object conversion process as demonstrated with the many migrations projects executed over the years, making it a proven solution for migrations from Oracle, SQL Server and Teradata. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 85

Data Warehouse Professional Services SQL Data 85