Data Engineering Weekly

JANUARY 15, 2025

The Critical Role of AI Data Engineers in a Data-Driven World How does a chatbot seamlessly interpret your questions? The answer lies in unstructured data processing—a field that powers modern artificial intelligence (AI) systems. How does a self-driving car understand a chaotic street scene?

Data Engineering 63

Data Engineering Data Engineer Unstructured Data Engineering 63

Cloudera

NOVEMBER 15, 2021

Here we mostly focus on structured vs unstructured data. In terms of representation, data can be broadly classified into two types: structured and unstructured. Structured data can be defined as data that can be stored in relational databases, and unstructured data as everything else.

Unstructured Data 90

Unstructured Data Pipeline-centric Database-centric Entertainment 90

Snowflake

JANUARY 21, 2025

But over the last 15 years, media-buying agencies became increasingly separated from creative teams in order to address a complex and fragmented media ecosystem. Building a data strategy and choosing a data infrastructure requires careful planning for future growth. But data clean rooms alone do not equate to privacy.

Media 98

Media Unstructured Data Data Retail 98

Snowflake

FEBRUARY 5, 2024

Financial services organizations need a modern data platform that allows them to anonymize data and share it without moving or copying it or risking the exposure of PII. Increasingly, financial institutions will monetize their data through apps and data marketplaces.

Unstructured Data 126

Unstructured Data Banking Government Insurance 126

Snowflake

APRIL 13, 2025

The need for agentic AI in data management Traditional data management methods are increasingly insufficient given the exponential data growth. Many enterprises face overwhelming data sources, from structured databases to unstructured social media feeds.

Data Management 80

Data Management Management Consulting Unstructured Data 80

AltexSoft

MAY 12, 2023

In today’s data-driven world, organizations amass vast amounts of information that can unlock significant insights and inform decision-making. A staggering 80 percent of this digital treasure trove is unstructured data, which lacks a pre-defined format or organization. What is unstructured data?

Unstructured Data 59

Unstructured Data NoSQL Hadoop Data Lake 59

RandomTrees

NOVEMBER 25, 2024

AI-Driven Content Creation and Personalization With the growing penetration of technology, the telecom operators are expanding their content distribution companies such as providing video on demand, gaming or other media. Because of their content preferences and viewing behaviors, generative AI models can suggest relevant content to the user.

Telecommunication 52

Telecommunication IT Unstructured Data Data Mining 52

Cloudera

NOVEMBER 7, 2023

The vast tapestry of data types spanning structured, semi-structured, and unstructured data means data professionals need to be proficient with various data formats such as ORC, Parquet, Avro, CSV, and Apache Iceberg tables, to cover the ever growing spectrum of datasets – be they images, videos, sensor data, or other type of media content.

Systems 105

Systems Hadoop Unstructured Data Media 105

Snowflake

JULY 1, 2024

Text and sentiment analysis Gen AI capabilities can help analyze unstructured data from claim notes, customer emails and call transcripts to glean insights into claim complexity, customer sentiment and potential dissatisfaction or fraud. With more touchpoints (websites, mobile apps, social media, etc.),

Insurance 113

Insurance Media Machine Learning Unstructured Data 113

Edureka

JUNE 7, 2024

The key to generating a killer social media copy, catchy tune, or viral artwork using AI lies in a crystal clear, extremely specific set of prompts. From snappy brand copies to witty social media captions as well as long-form narratives and scripts, the world is your oyster! The more historical data you feed it (e.g.,

Deep Learning 114

Deep Learning Media Manufacturing Algorithm 114

Data Engineering Podcast

FEBRUARY 24, 2019

To help other people find the show please leave a review on iTunes , or Google Play Music , tell your friends and co-workers, and share it on social media. To help other people find the show please leave a review on iTunes , or Google Play Music , tell your friends and co-workers, and share it on social media.

Deep Learning 100

Deep Learning Data Engineering Data Engineer Engineering 100

Snowflake

JULY 13, 2023

Snowflake is democratizing access to data and intelligence with AI and large language models (LLMs). The telecom sector is a hub for cross-connected growth and innovation across all industries and its revenue streams are shifting from telephone calls to data-driven services.

Entertainment 86

Entertainment Retail Manufacturing Media 86

Cloudera

DECEMBER 11, 2020

Insurance and finance are two industries that rely on measuring risk with historical data models. They have traditionally been slower-moving to adopt new structured and unstructured data inputs as regulatory considerations are always top of mind. This can be done at speed, and at scale.

Insurance 95

Insurance Unstructured Data Finance Machine Learning 95

Snowflake

JANUARY 26, 2023

Sports betting will offer a new arena for advertising Bill Stratton , Global Head of Media, Entertainment & Advertising at Snowflake, sees 2023 as a great year to bet on: “Amidst economic uncertainty, sports betting will be a growing ad category.

Retail 95

Retail Healthcare Unstructured Data Media 95

Towards Data Science

OCTOBER 7, 2023

Given LLMs’ capacity to understand and extract insights from unstructured data, businesses are finding value in summarizing, analyzing, searching, and surfacing insights from large amounts of internal information. Let’s explore how a few key sectors are putting gen AI to use.

Unstructured Data 98

Unstructured Data Finance SQL Database 98

Snowflake

SEPTEMBER 26, 2024

Most companies know they need better data to make that happen, but they struggle with making it available, trusted and accessible — not to mention handling complex data, like images, videos and unstructured data. Evolution, not revolution The good news? But, of course, it’s critical to keep a human in the loop.

Retail 98

Retail Cloud Unstructured Data Deep Learning 98

Cloudera

OCTOBER 28, 2020

To start, they look to traditional financial services data, combining and correlating account activity, borrowing history, core banking, investments, and call center data. However, the bank’s federated data marts gave each business only enough data to substantiate its own business.

Unstructured Data 74

Unstructured Data Banking Machine Learning Media 74

Snowflake

DECEMBER 11, 2024

Legacy systems, old approaches and segmented data can make it challenging to mine and maximize results from structured data, like ticket or merchandise purchase transactions, and unstructured data, like game footage.

Unstructured Data 96

Unstructured Data Government Media Data 96

Snowflake

JUNE 13, 2024

Bringing in batch and streaming data efficiently and cost-effectively Ingest and transform batch or streaming data in <10 seconds: Use COPY for batch ingestion, Snowpipe to auto-ingest files, or bring in row-set data with single-digit latency using Snowpipe Streaming.

Data Ingestion 115

Data Ingestion MySQL PostgreSQL Data Pipeline 115

Towards Data Science

DECEMBER 4, 2023

Data Lake A data lake would serve as a repository for raw and unstructured data generated from various sources within the Formula 1 ecosystem: telemetry data from the cars (e.g. Fan Engagement Mart : Marketing Team analyses social media data, fan surveys, and viewer ratings to understand fan preferences.

Data Engineering 98

Data Engineering Data Engineer Engineering Data Lake 98

Cloudera

APRIL 20, 2021

In today’s demand for more business and customer intelligence, companies collect more varieties of data — clickstream logs, geospatial data, social media messages, telemetry, and other mostly unstructured data.

Kafka 95

Kafka Hospitality Retail Data Ingestion 95

Snowflake

APRIL 6, 2023

Data science is quickly emerging as a key differentiator for advertising, media, and entertainment organizations. Fierce competition is another factor causing brands to enhance their data science efforts to power more and faster actionable insights. Another common hurdle is data silos.

Data Science 59

Data Science Entertainment Media Unstructured Data 59

Knowledge Hut

APRIL 23, 2024

They also facilitate historical analysis, as they store long-term data records that can be used for trend analysis, forecasting, and decision-making. Big Data In contrast, big data encompasses the vast amounts of both structured and unstructured data that organizations generate on a daily basis.

Data Warehouse 52

Data Warehouse Big Data Unstructured Data Hadoop 52

Monte Carlo

OCTOBER 4, 2023

Given LLMs’ capacity to understand and extract insights from unstructured data, businesses are finding value in summarizing, analyzing, searching, and surfacing insights from large amounts of internal information. Let’s explore how a few key sectors are putting gen AI to use.

Unstructured Data 72

Unstructured Data Finance SQL Database 72

Knowledge Hut

MAY 3, 2024

The results can be combined with data from other sources like social media profiles, product reviews on forums, customer comments, etc. We collect hundreds of petabytes of data on this platform and use Apache Spark to analyze these enormous amounts of data. to enhance the recommendations to customers based on new trends.

Hadoop 98

Hadoop Scala Healthcare Big Data 98

Knowledge Hut

JUNE 26, 2023

For this study, we wanted to create a "big data pipeline for user sentiment analysis on the US stock market." In a nutshell, this initiative uses social media data to provide real-time market sentiment predictions. Source Code: Smart Cities Using Big Data 3. Source Code: Tourist Behavior Analysis 4.

Data Engineering 98

Data Engineering Data Engineer Coding Project 98

Precisely

SEPTEMBER 6, 2023

The Rise of Unstructured Data Governing structured data is relatively easy. It’s a fairly simple proposition to define the attributes of the data and detect records that fail to meet expectations. The same does not hold true for unstructured data. Unstructured data contains many quality dimensions.

Data Governance 52

Data Governance Big Data Government Unstructured Data 52

Cloudera

NOVEMBER 25, 2020

Sample and treatment history data is mostly structured, using analytics engines that use well-known, standard SQL. Interview notes, patient information, and treatment history is a mixed set of semi-structured and unstructured data, often only accessed using proprietary, or less known, techniques and languages.

Data Warehouse 59

Data Warehouse Unstructured Data Medical Pharmaceutical 59

Cloudera

NOVEMBER 14, 2023

Credit scoring and risk assessment: Traditional credit scoring models rely on narrow and limited financial data, making it difficult for individuals without a well-established credit history to access loans or other financial products.

Banking 74

Banking Education Unstructured Data Algorithm 74

ProjectPro

AUGUST 6, 2015

Organizations in every industry are increasingly turning to Hadoop, NoSQL databases and other big data tools to attain customer delight which in turn will reap financial rewards for the business by outperforming the competition.81% 81% of the organizations say that Big Data is a top 5 IT priority.

Big Data 52

Big Data Hadoop Insurance Media 52

Knowledge Hut

APRIL 23, 2024

Traditional tools and methods cannot effectively manage and analyze information gleaned from big data within a reasonable timeframe. These data sets consist of extensive and intricate data from diverse sources, including business transactions, social media interactions, and sensor data.

Big Data 52

Big Data Media Datasets Unstructured Data 52

Netflix Tech

MARCH 10, 2023

By Burak Bacioglu , Meenakshi Jindal Asset Management at Netflix At Netflix, all of our digital media assets (images, videos, text, etc.) are stored in secure storage layers. It is also responsible for asset discovery, validation, sharing, and for triggering workflows. Net, Ruby, Perl etc.).

Management 105

Management Metadata Digital Media Kafka 105

Knowledge Hut

APRIL 23, 2024

Big data and data mining are neighboring fields of study that analyze data and obtain actionable insights from expansive information sources. Big data encompasses a lot of unstructured and structured data originating from diverse sources such as social media and online transactions.

Data Mining 52

Data Mining Big Data Database-centric Unstructured Data 52

ProjectPro

MARCH 17, 2014

Big data and hadoop are catch-phrases these days in the tech media for describing the storage and processing of huge amounts of data. To gain competitive advantage, organizations have to make the best use of the unstructured data collected for profitable business decision making. What is Big Data according to EMC?

Hadoop 52

Hadoop Big Data Unstructured Data Data Analytics 52

Monte Carlo

MARCH 12, 2025

Theyre like digital storage attics where you can throw anythingstructured data, semi-structured logs, or unstructured imageswithout worrying too much about organizing it. Need to store a petabyte of raw clickstream data? A bunch of audio files or social media posts? This data isnt neat or structured. No problem.

Data Lake 52

Data Lake Raw Data Media Unstructured Data 52

AltexSoft

MAY 14, 2021

To understand Big Data, you need to get acquainted with its attributes known as the four V’s: Volume is what hides in the “big” part of Big Data. This relates to terabytes to petabytes of information coming from a range of sources such as IoT devices, social media, text files, business transactions, etc.

Big Data 78

Big Data Data Analytics IT NoSQL 78

Confluent

MARCH 4, 2019

Different data problems have arisen in the last two decades, and we ought to address them with the appropriate technology. We need something that can handle large amounts of data, something that can handle unstructured data coming from logs and social media, and data in their native form.

Cloud 89

Cloud Banking Kafka NoSQL 89