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.

Data Engineer 58

Data Engineer Data Engineering Engineering Unstructured Data 58

Snowflake

APRIL 13, 2025

To address these challenges, Snowflake has launched Cortex Agents , a fully managed service that simplifies integration, retrieval and processing of structured and unstructured data helping customers build high-quality agents at scale. A path forward Agentic AI represents a change in thinking in enterprise data management.

Data Management 80

Data Management Management Consulting Unstructured Data 80

Data Engineering Weekly

JANUARY 12, 2025

link] Christina Garcia: AI Agents Survey Results “Agents all the way” is a popular prediction for 2025. link] InfoQ: Key Takeaways from QCon & InfoQ Dev Summits with a Look ahead to 2025 Conferences The conferences are a great way to interact and explore new ideas. I wish to attend QCon, but the price is too high.

Pipeline-centric 58

Pipeline-centric Data Engineer Data Engineering Engineering 58

Snowflake

MARCH 18, 2024

But there’s still a long way to go in an environment where the volume, velocity and complexity of data and data types is constantly increasing. By 2025 it’s estimated that there will be 7 petabytes of data generated every day compared with “just” 2.3 And it’s not just any type of data. petabytes daily in 2021.

Unstructured Data 111

Unstructured Data Government Cloud Data Pipeline 111

Monte Carlo

JANUARY 6, 2025

How WHOOP Built and Launched a Reliable GenAI Chatbot Whats next for GenAI in 2025? The team built an LLM-based product to structure unstructured data and score customer conversations for developing sales and customer support teams and they did it with data quality top of mind. Whats next for GenAI in 2025?

Insurance 52

Insurance Unstructured Data High Quality Data Government 52

Monte Carlo

MARCH 12, 2025

Snowflake Summit 2025 is already almost here. Snowflake Summit 2025 , happening June 2-5, 2025 in San Francisco, is poised to be even bigger, better, and more innovative than the last. The Monte Carlo team is excited to be at Snowflake Summit 2025! Why Snowflake Summit 2025 Matters 3. Can you believe it?

Unstructured Data 52

Unstructured Data Data Architecture BI Architecture 52

Monte Carlo

MARCH 3, 2025

Snowflake and Databricks changed the economics and capacity of data storage/processing and data observability brought reliability to the modern data stack. 2025 has already seen dramatic increases in capacity with DeepSeek and the initial ripple of agentic applications will become a tidal wave. 2023 was the year of GPUs.

Unstructured Data 52

Unstructured Data Data Cloud Computing Banking 52

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 112

IT Unstructured Data Data Architecture Government 112

Cloudera

OCTOBER 8, 2020

But knowing what to do with that data, and how to do it, is another thing entirely. . Poor data quality costs upwards of $3.1 Ninety-five percent of businesses cite the need to manage unstructured data as a real problem. By 2025 nearly all data generated will be in real-time. trillion a year.

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Unstructured Data Technology Cloud Process 106

Data Engineering Weekly

DECEMBER 16, 2024

Vector Search and Unstructured Data Processing Advancements in Search Architecture In 2024, organizations redefined search technology by adopting hybrid architectures that combine traditional keyword-based methods with advanced vector-based approaches. What is ahead of us in 2025? Stay Tuned.

Data Engineer 63

Data Engineer Data Engineering Engineering Unstructured Data 63

Cloudera

NOVEMBER 17, 2022

HBL aims to double its banked customers by 2025. “ We needed a solution to manage our data at scale, to provide greater experiences to our customers. With Cloudera Data Platform, we aim to unlock value faster and offer consistent data security and governance to meet this goal.

Banking 85

Banking Management Data Lake Professional Services 85

Cloudera

SEPTEMBER 12, 2022

It sounds straightforward: you just need data and the means to analyze it. The data is there, in spades. Data volumes have been growing for years and are predicted to reach 175 ZB by 2025. First, organizations have a tough time getting their arms around their data. Yes and no.

Unstructured Data 75

Unstructured Data Data Lake Data Architecture Data 75

Sync Computing

JANUARY 27, 2025

The global data landscape is experiencing remarkable growth, with unprecedented increases in data generation and substantial investments in analytics and infrastructure. As the volume of data continues to grow, so does the need for specialized skills to effectively manage it.

AWS 52

AWS Data Lake Big Data Machine Learning 52

Cloudera

NOVEMBER 18, 2021

This included using NiFi to automatically collect and centralize documents consisting of unstructured data and then leveraging advanced natural language processing to extract tacit knowledge and perform sentiment analysis on unstructured text and images from more than 20 million documents. Industry Transformation.

Banking 77

Banking Data Lake Telecommunication Data 77

Knowledge Hut

DECEMBER 26, 2023

According to the World Economic Forum, the amount of data generated per day will reach 463 exabytes (1 exabyte = 10 9 gigabytes) globally by the year 2025. Thus, almost every organization has access to large volumes of rich data and needs “experts” who can generate insights from this rich data.

Data Science 97

Data Science BI Machine Learning Business Intelligence 97

Sync Computing

NOVEMBER 7, 2024

Estimates vary, but the amount of new data produced, recorded, and stored is in the ballpark of 200 exabytes per day on average, with an annual total growing from 33 zettabytes in 2018 to a projected 169 zettabytes in 2025. While data warehouses are still in use, they are limited in use-cases as they only support structured data.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Unstructured Data 52

Edureka

FEBRUARY 12, 2025

Information Retrieval Description : Build systems to retrieve and summarize data from large documents. Data Analysis Description : Analyze structured or unstructured data for insights and storytelling. Example : Research tools, corporate knowledge bases. Example : Business dashboards, trend summarization tools.

IT 52

IT Database Google Cloud Coding 52

Knowledge Hut

JUNE 27, 2023

Future developments: IoT is expected to grow more, with the number of connected devices to reach 75 billion by 2025. For example, it can enable remote access to patient records in healthcare, provide online learning platforms for education, and offer affordable data storage & processing in finance.

Computer Science 52

Computer Science Entertainment Healthcare Finance 52

Striim

OCTOBER 11, 2024

Additionally, legacy systems frequently struggle with diverse data types, such as structured, semi-structured, and unstructured data. Contemporary pipelines simplify data management by supporting a wide array of data formats and automating many processes.

Data Pipeline 52

Data Pipeline MongoDB Unstructured Data Data Lake 52

Knowledge Hut

DECEMBER 26, 2023

Analyzing and organizing raw data Raw data is unstructured data consisting of texts, images, audio, and videos such as PDFs and voice transcripts. The job of a data engineer is to develop models using machine learning to scan, label and organize this unstructured data.

Data Engineer 98

Data Engineer Data Engineering Engineering Hadoop 98

Dataquest

OCTOBER 16, 2019

It’s the Backbone of Data Science Data engineers are on the front lines of data strategy so that others don’t need to be. They are the first people to tackle the influx of structured and unstructured data that enters a company’s systems. They are the foundation of any data strategy. Every day, we create 2.5

Data Engineer 52

Data Engineer Data Engineering Engineering Data Science 52

ProjectPro

MAY 8, 2015

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization Image Credit: wired.com The rate at which we are generating data is frightening - leading to “ Datafication ” of the world.

Big Data 40

Big Data Retail Banking Healthcare 40

Knowledge Hut

APRIL 20, 2023

Parameters Cybersecurity Data Science Expertise Protects computer systems and networks against unwanted access or assault. Deals with Statistical and computational approaches to extract knowledge and insights from structured and unstructured data. It is expected to increase by 11% in 2023 and 20% in 2025. by 2026.

Data Science 52

Data Science Computer Science Healthcare Recruitment 52

ProjectPro

NOVEMBER 30, 2021

The amount of data created is enormous, and with this pandemic forcing us to stay indoors, we are spending a lot of time over the internet generating massive amounts of data - In 2020, we created 1.7 MB of data every second. By 2025, 200+ zettabytes of data will be in cloud storage around the globe.

Data Mining 52

Data Mining Machine Learning Data Science Algorithm 52

Knowledge Hut

OCTOBER 26, 2023

Over 95% of new digital workloads will be implemented on the cloud by 2025, according to Gartner's prediction. Orchestrate Redshift ETL using AWS Glue and Step Functions In this project, build an ETL Big Data pipeline using Amazon Redshift to extract business insights from the stored data.

AWS 52

AWS Coding Project Cloud Computing 52

ProjectPro

MARCH 17, 2021

billion by 2025, expanding at a CAGR of 42.8% Deep learning models usually perform Classification tasks directly from sound, text, or images (unstructured data). However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

AltexSoft

OCTOBER 3, 2022

In the real world, most data is unstructured data e.g., text, images, audio, and video. While graph databases can store such data, there’s a problem with using them for machine learning tasks.

Relational Database 52

Relational Database Banking Media Computer Science 52

Knowledge Hut

DECEMBER 27, 2023

But ‘big data’ as a concept gained popularity in the early 2000s when Doug Laney, an industry analyst, articulated the definition of big data as the 3Vs. The Latest Big Data Statistics Reveal that the global big data analytics market is expected to earn $68 billion in revenue by 2025. What is Big Data?

Big Data Tools 59

Big Data Tools Big Data Hadoop Database-centric 59

Edureka

FEBRUARY 12, 2025

Information Retrieval Description : Build systems to retrieve and summarize data from large documents. Data Analysis Description : Analyze structured or unstructured data for insights and storytelling. Example : Research tools, corporate knowledge bases. Example : Business dashboards, trend summarization tools.

IT 52

IT Database Google Cloud Coding 52

AltexSoft

MAY 5, 2023

According to “Hospitality in 2025: Automated, Intelligent…and More Personal” research by Oracle and Skift , over half of the executives responded that they’ve already implemented automated messaging for customer service requests or are experimenting with it. ” Way to tackle the problem.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

ProjectPro

FEBRUARY 21, 2023

This blog covers the most valuable data engineering certifications worth paying attention to in 2023 if you plan to land a successful job in the data engineering domain. Why Are Data Engineering Skills In Demand? The World Economic Forum predicts that by 2025, 463 exabytes of data will be produced daily across the world.

Certification 52

Certification Data Engineer Data Engineering Engineering 52

phData: Data Engineering

JANUARY 3, 2022

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. It is estimated that the world will have created and stored 200 Zettabytes of data by the year 2025.

Data Engineer 52

Data Engineer Data Engineering Engineering Data Governance 52

ProjectPro

JULY 9, 2021

As per International Data Corporation (IDC), worldwide data will grow 61% to 175 zettabytes by 2025! generates a humongous amount of data. With the increase in the data and most of the data being unstructured (images, videos, audio, etc.) and sometimes a combination of activation functions.

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

Striim

AUGUST 28, 2024

By automating routine tasks, optimizing operations, and providing deep insights through data analysis, AI enables businesses to increase productivity while reducing costs. And contrary to common fears that AI will eliminate jobs, it is expected to create 97 million new jobs by 2025.

Healthcare 96

Healthcare Retail Algorithm Finance 96

ProjectPro

JUNE 24, 2021

Topic modelling finds applications in organization of large blocks of textual data, information retrieval from unstructured data and for data clustering. billion in 2025. Topic modelling is used to identify hidden semantic patterns in a body of text and use it for better decision-making.

Data Analytics 40

Data Analytics Project Insurance Hadoop 40

Data Engineering Weekly

DECEMBER 18, 2024

DEW published The State of Data Engineering in 2024: Key Insights and Trends , highlighting the key advancements in the data space in 2024. We witnessed the explosive growth of Generative AI, the maturing of data governance practices, and a renewed focus on efficiency and real-time processing. But what does 2025 hold?

Data Engineer 115

Data Engineer Data Engineering Engineering Data Lake 115

Snowflake

APRIL 17, 2025

Snowflakes Accelerate 2025 virtual event series offers a crucial opportunity for public sector and healthcare and life sciences organizations to learn how to overcome data hurdles and unlock the full potential of AI. Hear how Snowflake customers such as Odaia are democratizing and collaborating on data.

Healthcare 88

Healthcare AWS Education Government 88