AWS Big Data

MARCH 13, 2025

Unified access to your data is provided by Amazon SageMaker Lakehouse , a unified, open, and secure data lakehouse built on Apache Iceberg open standards. The final model provides sales teams with the highest-value opportunities, which they can visualize in a business intelligence dashboard and take action on immediately.

Analytics 92

Analytics Data Lake Data Warehouse Data-driven 92

DataKitchen

AUGUST 19, 2021

The DataKitchen Platform ingests data into a data lake and runs Recipes to create a data warehouse leveraged by users and self-service data analysts. A sales or marketing team member could propose an idea –– what if we combined data from sources A and B to find potential customers for our new product?

Data Warehouse 246

Data Warehouse Data Lake Manufacturing Testing 246

AWS Big Data

SEPTEMBER 13, 2023

A modern data architecture is an evolutionary architecture pattern designed to integrate a data lake, data warehouse, and purpose-built stores with a unified governance model. The company wanted the ability to continue processing operational data in the secondary Region in the rare event of primary Region failure.

Data Lake 104

Data Lake Data Processing Metadata Snapshot 104

AWS Big Data

OCTOBER 30, 2024

In this example, we have multiple files that are being loaded on a daily basis containing the sales transactions across all the stores in the US. The following day, incremental sales transactions data are loaded to a new folder in the same S3 object path. The following screenshot shows sample data stored in files.

Data Warehouse 89

Data Warehouse Sales Data Lake Recreation/Entertainment 89

Sisense

DECEMBER 23, 2019

AI and ML are the only ways to derive value from massive data lakes, cloud-native data warehouses, and other huge stores of information. A recent Gartner report estimates that “by 2020, 50% of organizations will lack sufficient AI and data literacy skills to achieve business value.” That’s the state of AI.

Data Lake 86

Data Lake Machine Learning Data Warehouse Digital Transformation 86

AWS Big Data

NOVEMBER 7, 2024

First, make sure you’re connected to sample_data_dev Let’s ask the query “What are the top 10 stores in sales in 1998?” Amazon Q generative SQL is also personalized to your data domain. Our query runs successfully and shows that the store able has the most sales. So far, we have only been looking at store_sales data.

Metadata 97

Metadata Sales Data Warehouse Optimization 97

DataKitchen

AUGUST 27, 2021

A solid ramp in initial interest puts a new medicine on a trajectory to meet its lifetime sales targets. During the product launch, everyone in the sales and marketing organizations is hyper-focused on business development. Marketing invests heavily in multi-level campaigns, primarily driven by data analytics.

Analytics 246

Analytics Sales Testing Cost-Benefit 246

CIO Business Intelligence

JULY 31, 2024

With this platform, Salesforce seeks to help organizations apply the cleverness of LLMs to the customer data they have squirreled away in Salesforce data lakes in the hopes of selling more. Now with Einstein Studio 1, the AIs use your prompts to generate emails to any customer who might fit a sales profile.

Data Lake 119

Data Lake IT Sales Experimentation 119

AWS Big Data

MARCH 28, 2023

In a data warehouse, a dimension is a structure that categorizes facts and measures in order to enable users to answer business questions. To illustrate an example, in a typical sales domain, customer, time or product are dimensions and sales transactions is a fact.

Data Lake 81

Data Lake Testing Snapshot Sales 81

AWS Big Data

NOVEMBER 16, 2023

One of the core features of AWS Lake Formation is the delegation of permissions on a subset of resources such as databases, tables, and columns in AWS Glue Data Catalog to data stewards, empowering them make decisions regarding who should get access to their resources and helping you decentralize the permissions management of your data lakes.

Management 121

Management Data Lake Sales Machine Learning 121

DataKitchen

JANUARY 25, 2022

The sales team at the consulting firm proposed that a bigger budget was needed to keep the data factory churning out enterprise-critical analytics. The data requirements of a thriving business are never complete. For example, DataOps can be used to automate data integration.

Consulting 244

Consulting Testing Data Lake Data Quality 244

AWS Big Data

JUNE 23, 2023

Events and many other security data types are stored in Imperva’s Threat Research Multi-Region data lake. Imperva harnesses data to improve their business outcomes. As part of their solution, they are using Amazon QuickSight to unlock insights from their data.

Data Lake 76

Data Lake Dashboards Cost-Benefit Data Warehouse 76

AWS Big Data

NOVEMBER 6, 2023

You can attach an EMR Studio Workspace to an EMR cluster, and use the compute power of the EMR cluster and run data science jobs on the cluster. Data is often stored in data lakes managed by AWS Lake Formation , enabling you to apply fine-grained access control through a simple grant or revoke mechanism.

Data Lake 106

Data Lake Sales Management Testing 106

CIO Business Intelligence

JUNE 9, 2022

All this data arrives by the terabyte, and a data management platform can help marketers make sense of it all. Marketing-focused or not, DMPs excel at negotiating with a wide array of databases, data lakes, or data warehouses, ingesting their streams of data and then cleaning, sorting, and unifying the information therein.

Management 144

Management Advertising Data Lake Sales 144

AWS Big Data

JUNE 20, 2023

It manages large collections of files as tables, and it supports modern analytical data lake operations such as record-level insert, update, delete, and time travel queries. About the Authors Vivek Gautam is a Data Architect with specialization in data lakes at AWS Professional Services.

Data Lake 83

Data Lake Data Science Recreation/Entertainment Experimentation 83

CIO Business Intelligence

JULY 29, 2024

They also built an Azure-based data lake to provide global visibility of the company’s data to its 13,000-strong workforce. Deloitte Digital principal Nate Clark, who worked with Mosaic, emphasizes the end-to-end nature of the transformation, from supply chain to sales.

Digital Transformation 118

Digital Transformation IT Data Lake Sales 118

AWS Big Data

JULY 2, 2024

Fine-grained access control is a crucial aspect of data security for modern data lakes and data warehouses. As organizations handle vast amounts of data across multiple data sources, the need to manage sensitive information has become increasingly important.

Sales 113

Sales Data Lake Publishing Data Warehouse 113

AWS Big Data

DECEMBER 20, 2024

The DataFrame code generation now extends beyond AWS Glue DynamicFrame to support a broader range of data processing scenarios. This pipeline reads data from different Amazon S3 based Data Catalog tables, performs transformations on the data, and writes the transformed data back into an Amazon S3.

Data Integration 94

Data Integration Visualization Data Processing Data Lake 94

AWS Big Data

JULY 25, 2024

To support this need, ATPCO wants to derive insights around product performance by using three different data sources: Airline Ticketing data – 1 billion airline ticket sales data processed through ATPCO ATPCO pricing data – 87% of worldwide airline offers are powered through ATPCO pricing data.

Data Lake 106

Data Lake Metadata Sales Publishing 106

AWS Big Data

JUNE 25, 2024

In today’s data-driven business landscape, organizations collect a wealth of data across various touch points and unify it in a central data warehouse or a data lake to deliver business insights. Connection to Amazon Redshift is established by deploying a data stream in Salesforce Data Cloud.

Data Lake 112

Data Lake Cost-Benefit Data-driven Data Warehouse 112

Juice Analytics

MAY 11, 2020

Among all the hot analytics initiatives to choose from (big data, IoT, NLP, data storytelling, cognitive BI, GDPR), plain old reporting is what is considered the most important strategic initiative. But seriously, reporting? That has to be the most boring term in all of analytics. How can you not think of "TPS Reports"?

Reporting 134

Reporting Analytics IT Data Lake 134

AWS Big Data

AUGUST 5, 2024

These business units have varying landscapes, where a data lake is managed by Amazon Simple Storage Service (Amazon S3) and analytics workloads are run on Amazon Redshift , a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data.

Data Lake 96

Data Lake Finance Sales Management 96

AWS Big Data

AUGUST 8, 2024

Today’s data lakes are expanding across lines of business operating in diverse landscapes and using various engines to process and analyze data. Traditionally, SQL views have been used to define and share filtered data sets that meet the requirements of these lines of business for easier consumption.

Data Lake 100

Data Lake Sales Marketing Big Data 100

Smart Data Collective

DECEMBER 13, 2022

There are several choices to consider, each with its own set of advantages and disadvantages: Data warehouses are used to store data that has been processed for a specific function from one or more sources. Data lakes hold raw data that has not yet been altered to meet a specific purpose. Understand Your Audience.

Visualization 145

Visualization Key Performance Indicator Sales Advertising 145

AWS Big Data

FEBRUARY 15, 2024

You might be modernizing your data architecture using Amazon Redshift to enable access to your data lake and data in your data warehouse, and are looking for a centralized and scalable way to define and manage the data access based on IdP identities. For IAM role , choose a Lake Formation user-defined role.

Management 104

Management Data Lake Sales Data Warehouse 104

CIO Business Intelligence

AUGUST 12, 2022

The rapid growth left the company highly dependent on fragmented, manual processes and disparate data sources and systems. For its order-entry automation module, Northstar leans on AI and RPA to optimize data recognition and verification, and to reduce errors and accelerate order cycle times. Catalyzing change.

IT 105

IT Data Lake Sales Machine Learning 105

AWS Big Data

FEBRUARY 22, 2023

In this post, we show how Ruparupa implemented an incrementally updated data lake to get insights into their business using Amazon Simple Storage Service (Amazon S3), AWS Glue , Apache Hudi , and Amazon QuickSight. An AWS Glue ETL job, using the Apache Hudi connector, updates the S3 data lake hourly with incremental data.

Data Lake 52

Data Lake Dashboards Cost-Benefit Data Warehouse 52

CIO Business Intelligence

AUGUST 3, 2022

In today’s data economy, in which software and analytics have emerged as the key drivers of business, CEOs must rethink the silos and hierarchies that fueled the businesses of the past. They can no longer have “technology people” who work independently from “data people” who work independently from “sales” people or from “finance.”

Finance 145

Finance IoT Digital Transformation Sales 145

AWS Big Data

MARCH 5, 2025

Quick setup enables two default blueprints and creates the default environment profiles for the data lake and data warehouse default blueprints. The script creates a table with sample marketing and sales data. You will then publish the data assets from these data sources. AS wholesale_cost, 45.0

Analytics 59

Analytics Publishing Metadata Sales 59

AWS Big Data

JUNE 21, 2023

Nonetheless, many of the same customers using DynamoDB would also like to be able to perform aggregations and ad hoc queries against their data to measure important KPIs that are pertinent to their business. Suppose we have a successful ecommerce application handling a high volume of sales transactions in DynamoDB.

Data Warehouse 91

Data Warehouse Data Lake OLAP Cost-Benefit 91

CIO Business Intelligence

SEPTEMBER 22, 2023

These sources include ad marketplaces that dump statistics about audience engagement and click-through rates, sales software systems that report on customer purchases, and websites — and even storeroom floors — that track engagement. All this data arrives by the terabyte, and a data management platform can help marketers make sense of it all.

Management 105

Management Advertising Data Lake Sales 105

AWS Big Data

MARCH 1, 2024

One of the bank’s key challenges related to strict cybersecurity requirements is to implement field level encryption for personally identifiable information (PII), Payment Card Industry (PCI), and data that is classified as high privacy risk (HPR). Only users with required permissions are allowed to access data in clear text.

Data Lake 113

Data Lake Data Warehouse Management Risk 113

Cloudera

JUNE 9, 2022

From origin through all points of consumption both on-prem and in the cloud, all data flows need to be controlled in a simple, secure, universal, scalable, and cost-effective way. controlling distribution while also allowing the freedom and flexibility to deliver the data to different services is more critical than ever. .

Data Collection 94

Data Collection IoT Data Lake Unstructured Data 94

CIO Business Intelligence

MAY 12, 2022

Extras are priced by the sales team. Amazon’s main AI platform is well-integrated with the rest of the AWS fleet so you can analyze data from one of cloud vendor’s major data sources and then deploy it to run either in its own instance or as part of a serverless lambda function. Other combinations available from the sales team.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

AWS Big Data

NOVEMBER 29, 2023

Zero-ETL integration also enables you to load and analyze data from multiple operational database clusters in a new or existing Amazon Redshift instance to derive holistic insights across many applications. Use one click to access your data lake tables using auto-mounted AWS Glue data catalogs on Amazon Redshift for a simplified experience.

Data Warehouse 113

Data Warehouse Analytics Data Lake Machine Learning 113

CIO Business Intelligence

MAY 16, 2024

As customer communication many times is verbal, transcribed data used by LLMs will revolutionize our order processing. In addition, textual data of restaurant menu cards, recipes will be interpreted using genAI tools to help us make our sales personnel extremely effective by being specific rather than vague.”

IoT 104

IoT Internet of Things Digital Transformation Sales 104

bridgei2i

SEPTEMBER 23, 2020

She further explains how the traditional BI systems which offers data visualization and building data lakes of structured and unstructured data, compliant with KPIs and analytics infrastructure may not be adequate to handle the data explosion. Monica holds a Master’s degree in Finance from Delhi University.

Enterprise 97

Enterprise Unstructured Data Data Lake Digital Transformation 97