Analytics Vidhya

FEBRUARY 1, 2023

Introduction For decades the data management space has been dominated by relational databases(RDBMS); that’s why whenever we have been asked to store any volume of data, the default storage is RDBMS. But now we can’t think like that as we have a flood of unstructured or semi-structured data, which requires reliable technology.

Structured Data 283

Structured Data Technology Management Analytics 283

IBM Big Data Hub

MARCH 27, 2024

As AI technology advances, the need for high-performance, cost-effective and easily deployable solutions reached unprecedented levels. Exciting new innovations such as advanced robotics, real-world gaming, neuronal interface technology and AI require three fundamental elements: High-performance solutions.

Cost-Benefit 103

Cost-Benefit Data Processing Optimization Modeling 103

IBM Big Data Hub

APRIL 16, 2024

Our partnership with IBM facilitates the delivery of scalable solutions, rapidly implementable by organizations. Our solution is a combination of IBM Db2 , IBM watsonx™ Assistant and NeuralSeek. IBM Db2 serves as the backbone, providing a robust database for storing and managing data.

Unstructured Data 88

Unstructured Data Data-driven Enterprise Technology 88

AWS Big Data

APRIL 16, 2024

Running Apache Airflow at scale puts proportionally greater load on the Airflow metadata database, sometimes leading to CPU and memory issues on the underlying Amazon Relational Database Service (Amazon RDS) cluster. A resource-starved metadata database may lead to dropped connections from your workers, failing tasks prematurely.

Metadata 92

Metadata Metrics Testing Management 92

AWS Big Data

APRIL 10, 2024

When data is used to improve customer experiences and drive innovation, it can lead to business growth,” – Swami Sivasubramanian , VP of Database, Analytics, and Machine Learning at AWS in With a zero-ETL approach, AWS is helping builders realize near-real-time analytics.

Data Warehouse 90

Data Warehouse Analytics Metrics Snapshot 90

AWS Big Data

APRIL 12, 2024

We explore common architectures and illustrate how to set up a low-code, serverless, cost-effective solution for low-latency data streaming. Overview of solution The following are the steps to implement the solution to stream data from AWS to Snowflake: Create a Snowflake database, schema, and table.

Data Architecture 90

Data Architecture IoT Internet of Things Recreation/Entertainment 90

CIO Business Intelligence

APRIL 11, 2024

Traditionally, OCI has leveraged Oracle’s leadership in the database and ERP markets to grow its market share through existing Oracle customers,” the report notes. Their depth of experience in [critical] database management, enterprise Java ecosystems, and running SaaS at vast scale enables compelling hybrid cloud solutions,” Spittle says.

Enterprise 120

Enterprise IT Data Processing Strategy 120

Analytics Vidhya

APRIL 25, 2022

Introduction Amazon’s Redshift Database is a cloud-based large data warehousing solution. This article was published as a part of the Data Science Blogathon. Companies may store petabytes of data in easy-to-access “clusters” that can be searched in parallel using the platform’s storage system.

Data Warehouse 284

Data Warehouse Data Science Publishing Analytics 284

DataKitchen

NOVEMBER 10, 2023

The Perilous State of Today’s Data Environments Data teams often navigate a labyrinth of chaos within their databases. The goal is to establish a system that can: Continual Monitoring of Tables (or buckets): Implement automated monitoring systems that continuously track changes across all database tables.

Data Quality 141

Data Quality Testing Data Lake Data Integration 141

datapine

SEPTEMBER 27, 2022

Structured Query Language (SQL) is the most popular language utilized to create, access, manipulate, query, and manage databases. SQL isn’t just for database administrators (DBAs). For this project, he looked at the existing SQL literature and saw a need for a SQL book not geared towards database analysts (DBAs).

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

AWS Big Data

MARCH 19, 2024

This happens because you may not have enough IP addresses to support the required connections to databases. Networking solutions can include options like private Network Address Translation (NAT) gateways , AWS PrivateLink , or self-managed NAT appliances to translate IP addresses.

Optimization 86

Optimization Data-driven Management Testing 86

AWS Big Data

MARCH 27, 2024

It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data. By testing the solution against key metrics, a POC provides insights that allow you to make an informed decision on the suitability of the technology for the intended use case.

Testing 98

Testing Data Warehouse Metrics Cost-Benefit 98

Cloudera

NOVEMBER 1, 2023

And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database. High-level overview of real-time data ingest with Cloudera DataFlow to Pinecone vector database.

Machine Learning 105

Machine Learning Optimization Modeling Interactive 105

CIO Business Intelligence

OCTOBER 13, 2023

Solutions data architect: These individuals design and implement data solutions for specific business needs, including data warehouses, data marts, and data lakes. According to Dataversity , good data architects have a solid understanding of the cloud, databases, and the applications and programs used by those databases.

Data Architecture 130

Data Architecture Data Warehouse Statistics Visualization 130

IBM Big Data Hub

NOVEMBER 30, 2023

Monitoring database performance can be a daunting task, especially in complex environments with a combination of both self-hosted and cloud-based databases. Thanks to the innovative partnership between DBmarlin and IBM® Instana™, businesses can now achieve granular insights into database performance like never before.

Optimization 82

Optimization Data Processing Visualization Technology 82

AWS Big Data

AUGUST 22, 2023

Customers need a cloud-native automated solution to archive historical data from their databases. Customers want the business logic to be maintained and run from outside the database to reduce the compute load on the database server. Set up your database. AWS Secrets Manager stores database credentials.

Data Processing 86

Data Processing Testing Data Lake Data Integration 86

CIO Business Intelligence

FEBRUARY 5, 2024

We are adopting Private Cloud Technology to meet these needs, with Oracle Exadata Cloud at Customer (ExaCC) being a pivotal technology solution for our database workload. We are using cloud technology to bring digital solutions to our customers. For this, Mashreq has deployed the Oracle Exadata Cloud Customer solution.

IT 114

IT Digital Transformation Cost-Benefit Technology 114

AWS Big Data

JANUARY 17, 2024

Solution overview In this post, we demonstrate how to implement FGAC on Apache Hudi tables using Amazon EMR on Amazon Elastic Compute Cloud (Amazon EC2) integrated with Lake Formation. The following diagram illustrates the solution architecture. For example, the users only can access data rows that belong to their country. Choose Save.

Data Lake 91

Data Lake Snapshot Big Data Data-driven 91

CIO Business Intelligence

NOVEMBER 1, 2023

SAP has unveiled new tools to build AI into business applications across its software platform, including new development tools, database functionality, AI services, and enhancements to its Business Technology Platform, BTP. However, she added, “SAP is right to say that the tools used by different developer personas need to work together.”

Enterprise 130

Enterprise Cost-Benefit Unstructured Data Software 130

AWS Big Data

MARCH 18, 2024

Solution overview Imagine a fictional company named Oktank, which manages its data across data lakes on Amazon S3, ADLS, and GCS. The following diagram illustrates the high-level solution architecture. Deploy the AWS infrastructure You can now run the provided AWS CloudFormation stack to create the solution resources.

Data Lake 98

Data Lake Analytics Cost-Benefit Management 98

Paul Turley

MARCH 18, 2024

What do you need to know and what, if anything will you need to change if you are a Power BI report designer, developer or BI solution architect? I've been working with data and reporting solutions for about 30 years and have seen many products come and go. Fabric is here but what does that mean if you are using Power BI?

Data Warehouse 113

Data Warehouse Data Processing Reporting Technology 113

CIO Business Intelligence

DECEMBER 12, 2023

The new region at Valparaíso will offer almost all Oracle services, Oracle Autonomous Database , MySQL HeatWave Database Service, Oracle Container Engine for Kubernetes, Oracle Cloud VMware Solution, and AI infrastructure.

IT 135

IT 135

AWS Big Data

DECEMBER 13, 2023

CDC tracks changes made in source database, such as inserts, updates, and deletes, and continually updates those changes to target database. When the CDC is high-frequency, the source database is changing rapidly, and the target database (i.e., This solution uses Amazon Aurora MySQL hosting the example database salesdb.

Data Warehouse 96

Data Warehouse Snapshot Data Processing Management 96

CIO Business Intelligence

NOVEMBER 16, 2023

There are several ways companies deploy LLMs, like giving employees access to public apps, using prompt engineering and APIs to embed LLMs into existing software, using vector databases to improve accuracy and relevance, fine-tuning existing models, or building their own. There’s no perfect solution.

Modeling 139

Modeling Enterprise Marketing Sales 139

AWS Big Data

DECEMBER 13, 2023

In collaboration with AWS, BMS identified a business need to migrate and modernize their custom extract, transform, and load (ETL) platform to a native AWS solution to reduce complexities, resources, and investment to upgrade when new Spark, Python, or AWS Glue versions are released.

Metadata 86

Metadata Data Lake Visualization Data Transformation 86

AWS Big Data

APRIL 8, 2024

Lake Formation hybrid access mode allows you to start managing permissions on your AWS Glue databases and tables through Lake Formation, while continuing to maintain any existing AWS Identity and Access Management (IAM) permissions on these tables and databases. For Database , choose finance_consumer_db_tickitdb-.

Finance 76

Finance Sales Publishing Metadata 76

AWS Big Data

APRIL 4, 2024

However, developing custom solutions to determine migration accuracy by comparing the data between the source and target can often be time-consuming. Griffin is an open source data quality solution for big data, which supports both batch and streaming mode. The following diagram illustrates the solution architecture.

Data Quality 61

Data Quality Data Lake Data Warehouse Data-driven 61

Smart Data Collective

OCTOBER 19, 2022

One of the problems companies face is trying to setup a database that will be able to handle the large quantity of data that they need to manage. There are a number of solutions that can help companies manage their databases. They don’t even necessarily need to understand NoSQL to manage their databases.

Big Data 112

Big Data Management Cost-Benefit Recreation/Entertainment 112

AWS Big Data

NOVEMBER 17, 2023

Amazon DynamoDB is a fully managed, serverless, key-value NoSQL database designed to run high-performance applications at any scale. Solution overview The following diagram illustrates the solution architecture. Choose Add database (you can also edit an existing database if you already have one). Choose Next.

Visualization 81

Visualization Metadata Testing Internet of Things 81

AWS Big Data

JANUARY 24, 2024

We demonstrate common operations such as creating databases and tables, inserting data into the tables, querying data, and looking at snapshots of the tables in Amazon S3 using Spark SQL in Athena. Create a database and Iceberg table First, we create a database in the AWS Glue Data Catalog.

Snapshot 98

Snapshot Data Lake Metadata Optimization 98

CIO Business Intelligence

JANUARY 6, 2023

These candidates should have experience debugging cloud stacks, securing apps in the cloud, and creating cloud-based solutions. These candidates will be skilled at troubleshooting databases, understanding best practices, and identifying front-end user requirements. The 10 most in-demand tech jobs for 2023. 25th percentile.

Software 143

Software Big Data Testing Management 143

AWS Big Data

APRIL 25, 2024

Solution overview For this post, we consider a use case where a data engineering team wants to build an ETL process and give the best experience to their end-users when they want to query the latest data after new raw files are added to Amazon S3 in the central account (Account A in the following architecture diagram). secretsmanager ).

Metadata 59

Metadata Data Processing Management Testing 59

AWS Big Data

NOVEMBER 15, 2023

Attendees will discover services, strategies, and solutions for tackling any data challenge. Examples include ANT335: Get the most out of your data warehousing workloads, DAT323: Discovering the vector database power of Amazon Aurora and Amazon RDS, and AIM337: Accelerate generative AI application development with Amazon Bedrock.

Broadcasting 111

Broadcasting Recreation/Entertainment Data Governance Strategy 111

AWS Big Data

AUGUST 9, 2023

For demonstration purposes, this post only provides state monitoring for Lambda and AWS Glue, but you can extend the solution to other AWS services. The following figure illustrates the architecture of the solution. Athena database – The database where the monitoring metrics are persisted for analysis.

Data Lake 86

Data Lake Metrics Testing Cost-Benefit 86

CIO Business Intelligence

OCTOBER 19, 2023

This post handpicks various challenges for existing integration solutions. or databases such as Oracle, MongoDB, MySQL, etc. Like structured data sets that are stored in the database, these don’t have searchable attributes. As well as why data in silos is a threat that demands a separate discussion. Here’s a quick run-through.

Data Integration 122

Data Integration Unstructured Data Data-driven Data Warehouse 122

AWS Big Data

NOVEMBER 28, 2023

To run analytics on their operational data, customers often build solutions that are a combination of a database, a data warehouse, and an extract, transform, and load (ETL) pipeline. ETL is the process data engineers use to combine data from different sources.

Data Warehouse 90

Data Warehouse Data-driven Machine Learning B2B 90