AWS Machine Learning Blog

MARCH 1, 2023

Flywheel creates a data lake (in Amazon S3) in your account where all the training and test data for all versions of the model are managed and stored. Periodically, the new labeled data (to retrain the model) can be made available to flywheel by creating datasets. One for the data lake for Comprehend flywheel.

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phData

NOVEMBER 9, 2023

In 2022, the term data mesh has started to become increasingly popular among Snowflake and the broader industry. This data architecture aims to solve a lot of the problems that have plagued enterprises for years. What is a Data Lake? What is the Difference Between a Data Lake and a Data Warehouse?

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Smart Data Collective

OCTOBER 17, 2022

A point of data entry in a given pipeline. Examples of an origin include storage systems like data lakes, data warehouses and data sources that include IoT devices, transaction processing applications, APIs or social media. The final point to which the data has to be eventually transferred is a destination.

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DagsHub

DECEMBER 11, 2023

DagsHub DagsHub is a centralized Github-based platform that allows Machine Learning and Data Science teams to build, manage and collaborate on their projects. In addition to versioning code, teams can also version data, models, experiments and more. However, these tools have functional gaps for more advanced data workflows.

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Alation

JULY 18, 2022

Are your data users overwhelmed by silos and frustrated by untrusted data? Tell them to grab a catalog … and go jump in a lake. That was the message — delivered a little more elegantly than that — at Databricks’ Data+AI Summit 2022. Automatically tracking data lineage across queries executed in any language.

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Tableau

MARCH 10, 2022

March 10, 2022 - 9:10pm. March 14, 2022. Collecting data and surfacing insights are essential to meeting customer expectations. The ability to combine data generated by customer interactions helps organizations better anticipate needs and deliver more integrated and personalized experiences. Anirudh Sridhar. Bronwen Boyd.

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Tableau

MARCH 10, 2022

March 10, 2022 - 9:10pm. March 14, 2022. Collecting data and surfacing insights are essential to meeting customer expectations. The ability to combine data generated by customer interactions helps organizations better anticipate needs and deliver more integrated and personalized experiences. Anirudh Sridhar. Bronwen Boyd.

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Tableau

SEPTEMBER 22, 2022

September 22, 2022 - 6:32pm. September 27, 2022. At Dreamforce 2022 , Salesforce Co-CEOs Marc Benioff and Bret Taylor showed us an exciting vision of a connected, data-driven world in the face of rapid, global change. Francois Ajenstat. Chief Product Officer, Tableau. Candice Vu. So how does this all work?

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Tableau

MAY 11, 2022

May 11, 2022 - 6:16pm. May 11, 2022. When you work in IT, you see first hand how the increasing business appetite for data stresses existing systems—and even in-flight digital transformations. This means data analysts and IT finally get to move their projects past the enterprise data warehouse or data lake.

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Tableau

MAY 11, 2022

May 11, 2022 - 6:16pm. May 11, 2022. When you work in IT, you see first hand how the increasing business appetite for data stresses existing systems—and even in-flight digital transformations. This means data analysts and IT finally get to move their projects past the enterprise data warehouse or data lake.

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Tableau

APRIL 18, 2022

April 19, 2022 - 12:16am. April 19, 2022. By now, you’ve heard the good news: The business world is embracing data-driven decision making and growing their data practices at an unprecedented clip. Ensure the behaves the way you want it to— especially sensitive data and access. Data integration. Karen Madera.

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Tableau

APRIL 18, 2022

April 19, 2022 - 12:16am. April 19, 2022. By now, you’ve heard the good news: The business world is embracing data-driven decision making and growing their data practices at an unprecedented clip. Ensure the behaves the way you want it to— especially sensitive data and access. Data integration. Karen Madera.

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Alation

JANUARY 13, 2022

Thoughtworks says data mesh is key to moving beyond a monolithic data lake. Spoiler alert: data fabric and data mesh are independent design concepts that are, in fact, quite complementary. Thoughtworks says data mesh is key to moving beyond a monolithic data lake 2. Gartner on Data Fabric.

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Tableau

FEBRUARY 14, 2022

February 14, 2022 - 6:11pm. February 15, 2022. The data lakehouse is one such architecture—with “lake” from data lake and “house” from data warehouse. Vidya Setlur. Director of Research, Tableau. Kristin Adderson. Editor’s note: This article originally appeared in Forbes.

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Tableau

FEBRUARY 14, 2022

February 14, 2022 - 6:11pm. February 15, 2022. The data lakehouse is one such architecture—with “lake” from data lake and “house” from data warehouse. Vidya Setlur. Director of Research, Tableau. Kristin Adderson. Editor’s note: This article originally appeared in Forbes.

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ODSC - Open Data Science

JULY 27, 2023

Choosing a Data Lake Format: What to Actually Look For The differences between many data lake products today might not matter as much as you think. When choosing a data lake, here’s something else to consider. Use this guide to get started with your prompt engineering skills!

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AWS Machine Learning Blog

AUGUST 15, 2024

Solution overview For this post, we use a sample dataset of a 33 GB CSV file containing flight purchase transactions from Expedia between April 16, 2022, and October 5, 2022. He works closely with enterprise customers building data lakes and analytical applications on the AWS platform. Solutions Architect at AWS.

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Tableau

DECEMBER 7, 2022

December 7, 2022 - 11:16pm. December 8, 2022. Every company today is being asked to do more with less, and leaders need access to fresh, trusted KPIs and data-driven insights to manage their businesses, keep ahead of the competition, and provide unparalleled customer experiences. . Allison (Ally) Witherspoon Johnston.

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Tableau

DECEMBER 7, 2022

December 7, 2022 - 11:16pm. December 8, 2022. Every company today is being asked to do more with less, and leaders need access to fresh, trusted KPIs and data-driven insights to manage their businesses, keep ahead of the competition, and provide unparalleled customer experiences. . Allison (Ally) Witherspoon Johnston.

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Towards AI

FEBRUARY 13, 2023

Gaslighting and reality in AI 2022 was the year when generative AI left the lab and gained widespread recognition. Gary Marcus reflects on what has and hasn’t changed in recent years and provides a series of examples demonstrating the ease with which generative AI can produce nonsensical results and its superficial understanding of reality.

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AWS Machine Learning Blog

DECEMBER 7, 2023

She then joined Getir in 2022 as a data scientist and has worked on Recommendation Engine projects, Mathematical Programming for Workforce Planning. Emre Uzel received his Master’s Degree in Data Science from Koç University. Emre Uzel received his Master’s Degree in Data Science from Koç University.

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IBM Journey to AI blog

MAY 19, 2023

billion in 2022 to USD 130.0 With high-speed file transfer, integrated services and cross-region offerings, IBM Cloud Object Storage allows you to leverage your data securely. The rapid growth of global web-based ERP solution providers The global cloud ERP market is expected to grow at a CAGR of 15%, from USD 64.7 billion by 2027.

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AWS Machine Learning Blog

DECEMBER 4, 2023

She joined Getir in 2022, and has been working as a Data Scientist. Esra Kayabalı is a Senior Solutions Architect at AWS, specialized in the analytics domain, including data warehousing, data lakes, big data analytics, batch and real-time data streaming, and data integration.

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AWS Machine Learning Blog

JUNE 22, 2023

In LnW Connect, an encryption process was designed to provide a secure and reliable mechanism for the data to be brought into an AWS data lake for predictive modeling. Results The following table summarizes the results using the baseline and the customized neural network models, with 7/1/2022 as the train/test split point.

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Alation

NOVEMBER 2, 2022

And that’s even in the midst of 2022, which has been a tumultuous year from a macro perspective. We had not seen that in the broader intelligence & data governance market.”. The lakehouse] helps businesses really harness the power of data and analytics and AI. And data governance is critical to driving adoption.”.

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AWS Machine Learning Blog

MARCH 8, 2023

Data collection and ingestion The data collection and ingestion layer connects to all upstream data sources and loads the data into the data lake. Date Hour Market Location MW Price 11/7/2022 17 RT Energy LCIENEGA_6_N001 0 $0 11/7/2022 17 RT Energy LCIENEGA_6_N001 1.65 $80.79

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AWS Machine Learning Blog

JANUARY 13, 2023

Amazon Simple Storage Service (Amazon S3) object storage acts as a content data lake. TR built processes to securely access data from the content data lake to users’ experimentation workspaces while maintaining required authorization and auditability. TR worked closely with the SageMaker service team on this issue.

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IBM Journey to AI blog

OCTOBER 12, 2023

To optimize data analytics and AI workloads, organizations need a data store built on an open data lakehouse architecture. This type of architecture combines the performance and usability of a data warehouse with the flexibility and scalability of a data lake. Learn more about IBM watsonx 1.

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Dataversity

FEBRUARY 16, 2022

The semantic layer concept within the data stack is not new but is an increasingly popular topic of conversation. I predict that in 2022, we’ll see mainstream awareness of the semantic layer, especially as enterprises begin to see real-world examples of its benefits.

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Alation

OCTOBER 19, 2022

Today, they have issued The Data Management Survey 23 , a report based on a survey of more than 1,200 data management end-users of 23 products (or groups of products). The survey was conducted from January to April 2022 and examined user feedback on product experience across 18 criteria.

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AWS Machine Learning Blog

APRIL 18, 2023

With the recently launched Amazon Monitron Kinesis data export v2 feature , your OT team can stream incoming measurement data and inference results from Amazon Monitron via Amazon Kinesis to AWS Simple Storage Service (Amazon S3) to build an Internet of Things (IoT) data lake.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

With this data, Principal now can conduct advanced analytics to understand customer interactions and call drivers, including topics, intents, issues, action items, and outcomes. Even in a small-scale, controlled production environment, the PCA data lake has spawned numerous new use cases.

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ODSC - Open Data Science

JULY 11, 2023

What are the similarities and differences between data centers, data lake houses, and data lakes? Data centers, data lake houses, and data lakes are all related to data storage and management, but they have some key differences. Not a cloud computer?

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AWS Machine Learning Blog

FEBRUARY 7, 2025

Data Governance Account This account hosts data governance services for data lake, central feature store, and fine-grained data access. Follow the sample code to run an ML experiment pipeline using data stored in an S3 bucket. Key activities and actions are numbered in the preceding diagram.

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AWS Machine Learning Blog

MAY 15, 2023

She worked as a data scientist at Arcelik, focusing on spare-part recommendation models and age, gender, emotion analysis from speech data. She then joined Getir in 2022 as a Senior Data Scientist working on forecasting and search engine projects. He has worked on Personalization and Supply Chain related projects.

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Pickl AI

NOVEMBER 4, 2024

As organisations increasingly rely on data to drive decision-making, understanding the fundamentals of Data Engineering becomes essential. The global Big Data and Data Engineering Services market, valued at USD 51,761.6 million in 2022, is projected to grow at a CAGR of 18.15% , reaching USD 140,808.0

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ODSC - Open Data Science

APRIL 3, 2023

Data analysts often must go out and find their data, process it, clean it, and get it ready for analysis. This pushes into Big Data as well, as many companies now have significant amounts of data and large data lakes that need analyzing. Cloud Services: Google Cloud Platform, AWS, Azure.

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