AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. You can download the dataset or recreate it locally using the Python script provided in the repository.

Data Quality 94

Data Quality Measurement Testing Visualization 94

AWS Big Data

FEBRUARY 6, 2023

Use case overview Migrating Hadoop workloads to Amazon EMR accelerates big data analytics modernization, increases productivity, and reduces operational cost. Refactoring coupled compute and storage to a decoupling architecture is a modern data solution. Jiseong Kim is a Senior Data Architect at AWS ProServe.

Cost-Benefit 52

Cost-Benefit Data Lake Dashboards Big Data 52

Cloudera

AUGUST 28, 2020

On the B2C side, this means faster download speeds, lower latency and that consumers can download ultra-high-definition video on the go. To find out more about how Cloudera is supporting Telcos in leveraging the power of 5G, big data and analytics, read our latest eBook on how technology is transforming the industry. .

IoT 112

IoT Machine Learning B2B Testing 112

AWS Big Data

APRIL 20, 2023

For sales across multiple markets, the product sales data such as orders, transactions, and shipment data is available on Amazon S3 in the data lake. The data engineering team can use Apache Spark with Amazon EMR or AWS Glue to analyze this data in Amazon S3.

Data Lake 78

Data Lake Data Warehouse Sales Data-driven 78

Jet Global

OCTOBER 30, 2020

Introducing Data Lakes. Microsoft’s next option is called Azure Data Lake Services (ADLS), and it seems to be the company’s favored long-term solution to its D365 F&SCM reporting challenge. Data lake” is a generic term that refers to a fairly new development in the world of big data analytics.

Data Lake 52

Data Lake Unstructured Data Reporting Finance 52

AWS Big Data

MARCH 28, 2023

As organizations across the globe are modernizing their data platforms with data lakes on Amazon Simple Storage Service (Amazon S3), handling SCDs in data lakes can be challenging.

Data Lake 73

Data Lake Testing Snapshot Sales 73

AWS Big Data

JUNE 29, 2023

Amazon Kinesis Data Analytics makes it easy to transform and analyze streaming data in real time. In this post, we discuss why AWS recommends moving from Kinesis Data Analytics for SQL Applications to Amazon Kinesis Data Analytics for Apache Flink to take advantage of Apache Flink’s advanced streaming capabilities.

Data Analytics 77

Data Analytics Analytics IoT Data Lake 77

AWS Big Data

JUNE 6, 2023

Amazon EMR on EKS provides a deployment option for Amazon EMR that allows organizations to run open-source big data frameworks on Amazon Elastic Kubernetes Service (Amazon EKS). For Amazon EMR 6.10, you need to download the Spark 3.3 With EMR on EKS, Spark applications run on the Amazon EMR runtime for Apache Spark.

Optimization 71

Optimization Data Lake Cost-Benefit Management 71

AWS Big Data

JUNE 20, 2023

Apache Iceberg is an open table format for very large analytic datasets. 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. Mikhail specializes in data analytics services.

Data Lake 75

Data Lake Data Science Recreation/Entertainment Experimentation 75

AWS Big Data

MARCH 1, 2023

Finding similar columns in a data lake has important applications in data cleaning and annotation, schema matching, data discovery, and analytics across multiple data sources. You can download the code tutorial from GitHub to try this solution on sample data or your own data.

Data Lake 88

Data Lake Deep Learning Modeling Interactive 88

AWS Big Data

NOVEMBER 30, 2023

With AWS Glue, you can discover and connect to more than 100 diverse data sources and manage your data in a centralized data catalog. You can visually create, run, and monitor extract, transform, and load (ETL) pipelines to load data into your data lakes. Download the TICKIT dataset and unzip it.

IT 101

IT Visualization Machine Learning Data Integration 101

AWS Big Data

OCTOBER 23, 2023

Modern applications store massive amounts of data on Amazon Simple Storage Service (Amazon S3) data lakes, providing cost-effective and highly durable storage, and allowing you to run analytics and machine learning (ML) from your data lake to generate insights on your data. table2 t2 ON t1.id

Data Lake 107

Data Lake Visualization Optimization Interactive 107

AWS Big Data

NOVEMBER 15, 2023

Download the CSV file and view the transformed output. About the Author Ismail Makhlouf is a Senior Specialist Solutions Architect for Data Analytics at AWS. For Role name , choose the IAM role created as a prerequisite or create a new role. Choose Create and run job. Go to the Jobs tab and wait for the job to complete.

Metadata 88

Metadata Sales Data Lake Big Data 88

Jet Global

OCTOBER 22, 2020

Most organizations are looking for sophisticated reporting and analytics, but they have little appetite for managing the highly complicated infrastructure that goes with it. Let’s begin with an overview of how data analytics works for most business applications. This leads to the second option, which is a data warehouse.

Modeling 52

Modeling OLAP Reporting Sales 52

AWS Big Data

JUNE 12, 2023

Organizations across the world are increasingly relying on streaming data, and there is a growing need for real-time data analytics, considering the growing velocity and volume of data being collected. For this post, we are creating the solution resources in the us-east-1 region using AWS CloudFormation templates.

Management 80

Management Metadata Testing Internet of Things 80

AWS Big Data

JUNE 15, 2023

Amazon EMR , with its open-source Hadoop modules and support for Apache Spark and Jupyter and JupyterLab notebooks, is a good choice to solve this multi-cloud data access problem. Select Medallion_Drivers_-_Active.csv and choose Download. Select EMR-Direct-Read-From-ADLS.ipynb and choose Download. us-east-1 ).

Data Lake 89

Data Lake Big Data Management Testing 89

AWS Big Data

AUGUST 1, 2023

Although Jira Cloud provides reporting capability, loading this data into a data lake will facilitate enrichment with other business data, as well as support the use of business intelligence (BI) tools and artificial intelligence (AI) and machine learning (ML) applications. Search for the Jira Cloud connector.

Data Lake 86

Data Lake Data Transformation Cost-Benefit Data-driven 86

Jet Global

MAY 9, 2024

A data pipeline is a series of processes that move raw data from one or more sources to one or more destinations, often transforming and processing the data along the way. Data pipelines support data science and business intelligence projects by providing data engineers with high-quality, consistent, and easily accessible data.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52