CIO Business Intelligence

DECEMBER 20, 2024

Beyond breaking down silos, modern data architectures need to provide interfaces that make it easy for users to consume data using tools fit for their jobs. Data must be able to freely move to and from data warehouses, data lakes, and data marts, and interfaces must make it easy for users to consume that data.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

AWS Big Data

NOVEMBER 22, 2024

job reads a dataset, updated daily in an S3 bucket under different partitions, containing new book reviews from an online marketplace and runs SparkSQL to gather insights into the user votes for the book reviews. Understanding the upgrade process through an example We now show a production Glue 2.0 using the Spark Upgrade feature.

Cost-Benefit 105

Cost-Benefit Data-driven Software Testing 105

AWS Big Data

FEBRUARY 26, 2025

Analytics remained one of the key focus areas this year, with significant updates and innovations aimed at helping businesses harness their data more efficiently and accelerate insights. From enhancing data lakes to empowering AI-driven analytics, AWS unveiled new tools and services that are set to shape the future of data and analytics.

Analytics 62

Analytics Data Lake Metadata Data Warehouse 62

AWS Big Data

JANUARY 9, 2025

In this post, we focus on data management implementation options such as accessing data directly in Amazon Simple Storage Service (Amazon S3), using popular data formats like Parquet, or using open table formats like Iceberg. Data management is the foundation of quantitative research. orderBy("count", ascending=False).show(truncate=False)

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

O'Reilly on Data

OCTOBER 19, 2021

Adapted from the book Effective Data Science Infrastructure. Data is at the core of any ML project, so data infrastructure is a foundational concern. ML use cases rarely dictate the master data management solution, so the ML stack needs to integrate with existing data warehouses. Compute.

IT 364

IT Testing Experimentation Software 364

AWS Big Data

NOVEMBER 13, 2023

For those in the data world, this post provides a curated guide for all analytics sessions that you can use to quickly schedule and build your itinerary. Book your spot early for the sessions you do not want to miss. 2:30 PM – 3:30 PM (PDT) Mandalay Bay ANT335 | Get the most out of your data warehousing workloads.

Analytics 119

Analytics Data Lake Data Warehouse Data-driven 119

AWS Big Data

DECEMBER 21, 2023

To bring their customers the best deals and user experience, smava follows the modern data architecture principles with a data lake as a scalable, durable data store and purpose-built data stores for analytical processing and data consumption.

Data Lake 115

Data Lake Data Warehouse Data-driven B2B 115

AWS Big Data

MARCH 2, 2023

Many organizations are building data lakes to store and analyze large volumes of structured, semi-structured, and unstructured data. In addition, many teams are moving towards a data mesh architecture, which requires them to expose their data sets as easily consumable data products.

Data Lake 98

Data Lake Testing Interactive Unstructured Data 98

CIO Business Intelligence

NOVEMBER 29, 2023

In the future, we’ll connect all production and application servers to this and build our own data lake,” he says, adding that the next step will be to use AI there to learn from their own data. Users can automatically create dashboards, order software, and manage installations, for example, that cloud resources can book. “We

IT 106

IT Data Lake Strategy IoT 106

CIO Business Intelligence

NOVEMBER 28, 2023

The knock-on impact of this lack of analyst coverage is a paucity of data about monies being spent on data management. In reality MDM ( master data management ) means Major Data Mess at most large firms, the end result of 20-plus years of throwing data into data warehouses and data lakes without a comprehensive data strategy.

Management 131

Management Data Architecture Data Lake Data Strategy 131

AWS Big Data

NOVEMBER 22, 2023

Data lakes are designed for storing vast amounts of raw, unstructured, or semi-structured data at a low cost, and organizations share those datasets across multiple departments and teams. The queries on these large datasets read vast amounts of data and can perform complex join operations on multiple datasets.

Statistics 131

Statistics Data Lake Optimization Data-driven 131

AWS Big Data

MARCH 25, 2024

This dynamic integration of streaming data enables generative AI applications to respond promptly to changing conditions, improving their adaptability and overall performance in various tasks. To better understand this, imagine a chatbot that helps travelers book their travel.

Data Lake 122

Data Lake Unstructured Data Management Snapshot 122

AWS Big Data

MARCH 21, 2024

For your application’s low-latency and real-time data access, you can use Lambda and DynamoDB. For longer-term data storage, you can use managed serverless connector service Amazon Data Firehose to send data to your data lake. You can use the same data to train ML models.

Data Lake 119

Data Lake Management Modeling Optimization 119

CIO Business Intelligence

OCTOBER 18, 2022

One pulse sends 150 bytes of data. So, each band can send out 500KB to 750KB of data. To handle the huge volume of data thus generated, the company is in the process of deploying a data lake, data warehouse, and real-time analytical tools in a hybrid model.

Data Lake 98

Data Lake Data Warehouse Cost-Benefit Digital Transformation 98

Jet Global

MAY 27, 2022

How Synapse works with Data Lakes and Warehouses. Synapse services, data lakes, and data warehouses are often discussed together. Here’s how they correlate: Data lake: An information repository that can be stored in a variety of different ways, typically in a raw format like SQL. Book A Demo.

Data Lake 52

Data Lake IT Recreation/Entertainment Data Warehouse 52

CIO Business Intelligence

JANUARY 10, 2024

But many CIOs, worried about going over budget, pre-book too much capacity. While having that cushion avoids unplanned budget issues down the road, many CIOs waste money on substantial amounts of pre-booked capacity they never use, McKee says. Usage estimates need to be more accurate, and cushions should be smaller, he says.

Cost-Benefit 125

Cost-Benefit Measurement Optimization Metrics 125

Cloudera

JUNE 13, 2024

There were thousands of attendees at the event – lining up for book signings and meetings with recruiters to fill the endless job openings for developers experienced with MapReduce and managing Big Data. This was the gold rush of the 21st century, except the gold was data.

Big Data 103

Big Data Machine Learning Contextual Data Data Lake 103

AWS Big Data

NOVEMBER 15, 2023

Connect with experts, meet with book authors on data warehousing and analytics (at the Meet the Authors event on November 29 and 30, 3:00 PM – 4:00 PM), win prizes, and learn all about the latest innovations from our AWS Analytics services.

Data Lake 72

Data Lake Data Warehouse B2B Deep Learning 72

AWS Big Data

OCTOBER 25, 2023

The following is a high-level architecture of the solution we can build to process the unstructured data, assuming the input data is being ingested to the raw input object store. The steps of the workflow are as follows: Integrated AI services extract data from the unstructured data.

Unstructured Data 133

Unstructured Data Metadata Management Analytics 133

AWS Big Data

AUGUST 19, 2024

The secure connectivity pattern prevents data transfers over the public internet, enhancing data privacy and security. Combining AWS data integration services like AWS Glue with data platforms like Snowflake allows you to build scalable, secure data lakes and pipelines to power analytics, BI, data science, and ML use cases.

Analytics 119

Analytics Data-driven Data Integration Data Lake 119

CIO Business Intelligence

MAY 28, 2024

Now, customers are also able to use IROPS to book their next flights online with speed and ease, Stathopoulos says. You’re standing in line and getting physical pieces of paper to get a food voucher or waiting in line for a Sun employee to book your hotel,” he says of the old process. Now it’s all self-service. No change fees.

IT 52

IT Digital Transformation Cost-Benefit Data Lake 52

Cloudera

FEBRUARY 16, 2021

Cloudera Operational Database enables developers to quickly build future-proof applications that are architected to handle data evolution. Many business applications such as flight booking and mobile banking rely on a database that can scale and serve data at low latency. Cloudera Shared Data Experience (SDX) .

Machine Learning 83

Machine Learning Data Lake Enterprise Data Warehouse 83

CIO Business Intelligence

OCTOBER 18, 2023

In his book The Coming Wave: Technology, Power, and the Twenty-First Century’s Greatest Dilemma , Mustafa Suleyman, co-founder of DeepMind (owned by Google) and now CEO of Inflection AI, warns about the combination of more advanced generative AI with synthetic biology. First, we launched a private instance of GPT-3.5

Risk 141

Risk Manufacturing Enterprise Technology 141

Sisense

JUNE 30, 2020

The data drawn from power visualizations comes from a variety of sources: Structured data , in the form of relational databases such as Excel, or unstructured data, deriving from text, video, audio, photos, the internet and smart devices. Her debut novel, The Book of Jeremiah , was published in 2019.

Visualization 93

Visualization Analytics Dashboards Data-driven 93

AWS Big Data

MAY 28, 2024

The details of each step are as follows: Populate the Amazon Redshift Serverless data warehouse with company stock information stored in Amazon Simple Storage Service (Amazon S3). Redshift Serverless is a fully functional data warehouse holding data tables maintained in real time.

Unstructured Data 119

Unstructured Data Data Warehouse Structured Data Testing 119

Andrew White

OCTOBER 22, 2019

Here is a summary of 1-1’s for day 1 (some sections score more than 100% due to multiple responses): Topic: • Data Governance 6. Master Data Management (MDM) 4. Data lake 1. Met up with colleague Mark Beyer to explore the future of data management. Rolls and Skills 1. Getting Started 1. • D&A Strategy 4.

Data Lake 49

Data Lake IT Insurance Data Governance 49

AWS Big Data

JULY 13, 2023

Generating business outcomes In 4 days, the Altron SI team left the Immersion Day workshop with the following: A data pipeline ingesting data from 21 sources (SQL tables and files) and combining them into three mastered and harmonized views that are cataloged for Altron’s B2B accounts.

Optimization 98

Optimization B2B Data Quality Sales 98

Alation

FEBRUARY 20, 2020

Imagine a new type of business, one in which the fabric of data is so woven throughout the enterprise that it becomes almost a living, breathing entity that one day may even be able to make the right decisions for you. We have a new demo of how Alation automatically catalogs the data lake using ThinkBig’s Kylo initiative.

Enterprise 52

Enterprise Data Processing Data Lake Insurance 52

AWS Big Data

JANUARY 8, 2024

In his spare time, Raghavarao enjoys spending time with his family, reading books, and watching movies. Hang Zuo is a Senior Product Manager on the Amazon Kinesis Data Streams team at Amazon Web Services.

Analytics 134

Analytics IoT Data-driven Snapshot 134

IBM Big Data Hub

AUGUST 1, 2023

models are trained on IBM’s curated, enterprise-focused data lake. Fortunately, data stores serve as secure data repositories and enable foundation models to scale in both terms of their size and their training data. Foundation models focused on enterprise value IBM’s watsonx.ai All watsonx.ai

Modeling 55

Modeling Cost-Benefit Machine Learning Data Lake 55

IBM Big Data Hub

DECEMBER 16, 2022

You have a specific book in mind, but you have no idea where to find it. You enter the title of the book into the computer and the library’s digital inventory system tells you the exact section and aisle where the book is located. It uses metadata and data management tools to organize all data assets within your organization.

Metadata 52

Metadata Data Quality Data-driven Data Governance 52

bridgei2i

MARCH 3, 2021

Curious to know, like, what keeps you busy apart from data, lakes and technologies, what we just discussed? Prinkan: So I spend quite a lot of time reading books of different kinds as it gives me you know, different perspectives. I think, all said about the professional hustle we have been discussing about.

Enterprise 98

Enterprise Digital Transformation Data-driven Interactive 98

Peter James Thomas

APRIL 9, 2019

This article offers a framework for building momentum in the early stages of a Data Programme. Analytics & Big Data. A review of some of the problems that can beset Data Lakes, together with some ideas about what to do to fix these from Dan Woods (Forbes), Paul Barth (Podium Data) and Dave Wells (Eckerson Group).

Data-driven 49

Data-driven Statistics Data Science Big Data 49

erwin

JUNE 7, 2022

The first and most important thing to recognize and understand is the new and radically different target environment that you are now designing a data model for. Star schema: a data modeling and database design paradigm for data warehouses and data lakes. Business Focus. Operational. Operational Tactical.

Data Warehouse 52

Data Warehouse Modeling Sales Data Lake 52

IBM Big Data Hub

JULY 27, 2023

Powering a knowledge management system with a data lakehouse Organizations need a data lakehouse to target data challenges that come with deploying an AI-powered knowledge management system. It provides the combination of data lake flexibility and data warehouse performance to help to scale AI.

Management 54

Management Enterprise Modeling Data Quality 54

Peter James Thomas

APRIL 3, 2020

In fact is is the crucial final link between an organisation’s data and the people who need to use it. In many ways how people experience data capabilities will be determined by this final link. When the sadly common refrain of “we built state-of-the-art data capabilities, why is noone using them?

Dashboards 61

Dashboards Reporting Sales Data Lake 61

Laminar Security

JULY 14, 2023

The evolving security landscape necessitates safeguarding an unparalleled volume of data while fostering a culture of innovation, all while trying to keep up with resource constraints and a void of cloud security skills. Interested in learning how you can discover your sensitive data? Hence, the reason we attend Black Hat each year!

Risk 65

Risk Strategy Risk Management Technology 65