AWS Big Data

OCTOBER 3, 2023

A data lake is a centralized repository that you can use to store all your structured and unstructured data at any scale. You can store your data as-is, without having to first structure the data and then run different types of analytics for better business insights. Open AWS Glue Studio. Choose ETL Jobs.

Data Lake 98

Data Lake Metadata Snapshot Recreation/Entertainment 98

Sisense

OCTOBER 6, 2020

Additionally, quantitative data forms the basis on which you can confidently infer, estimate, and project future performance, using techniques such as regression analysis, hypothesis testing, and Monte Carlo simulations. Despite its many uses, quantitative data presents two main challenges for a data-driven organization.

Statistics 98

Statistics Unstructured Data Data-driven Visualization 98

Sisense

AUGUST 18, 2019

they’re great for handling large volumes of unstructured data, at speed. That said, the application itself must insert meaningful data, and you might have to put a lot of effort into maintaining the software. Are you using static JSON data? You read that right. How much Structure will you need later?

Unstructured Data 81

Unstructured Data Data Processing Dashboards Testing 81

IBM Big Data Hub

JULY 6, 2023

An online hospitality company uses data science to ensure diversity in its hiring practices, improve search capabilities and determine host preferences, among other meaningful insights. The company made its data open-source, and trains and empowers employees to take advantage of data-driven insights.

Machine Learning 58

Machine Learning Data Science Statistics Deep Learning 58

DataKitchen

APRIL 13, 2021

Testing and Data Observability. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Genie — Distributed big data orchestration service by Netflix.

Testing 307

Testing Machine Learning Consulting Data Quality 307

bridgei2i

FEBRUARY 24, 2021

In our latest episode of the AI to Impact podcast, host Monica Gupta – Manager of AI Actions, meets with Sunil Mudgal – Advisor, Talent Analytics, BRIDGEi2i, to discuss the benefits of adopting AI-powered surveillance systems in HR organizations. Many organizations today are dealing with large amounts of structured and unstructured data.

Cost-Benefit 92

Cost-Benefit Recreation/Entertainment Digital Transformation Scorecard 92

CIO Business Intelligence

JULY 14, 2023

A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data. Fine-tuning applies to both hosted cloud LLMs and open source LLM models you run yourself, so this level of ‘shaping’ doesn’t commit you to one approach. And be realistic about what they can deliver, Paoli warns.

Modeling 94

Modeling Machine Learning Cost-Benefit B2B 94

CIO Business Intelligence

FEBRUARY 10, 2023

But for two years, we were testing limits within the public cloud.” While managing unstructured data remains a challenge for 36% of organizations, according to the 2022 Foundry Data and Analytics Research survey, many IT leaders are actively seeking ways of harnessing all types of data stored in data lakes.

Unstructured Data 106

Unstructured Data Data Lake Machine Learning Enterprise 106

IBM Big Data Hub

SEPTEMBER 7, 2023

IBM’s watsonx AI and data platform lets you go beyond being an AI user and become an AI value creator. In addition, IBM will host StarCoder, a large language model for code, including over 80+ programming languages, Git commits, GitHub issues and Jupyter notebooks. Test out watsonx.ai And the best part of it all?

Modeling 105

Modeling Risk Unstructured Data Enterprise 105

AWS Big Data

FEBRUARY 1, 2024

It includes massive amounts of unstructured data in multiple languages, starting from 2008 and reaching the petabyte level. In the training of GPT-3, the Common Crawl dataset accounts for 60% of its training data, as shown in the following diagram (source: Language Models are Few-Shot Learners ). It is continuously updated.

Metadata 92

Metadata Modeling Data Processing Unstructured Data 92

IBM Big Data Hub

JANUARY 16, 2024

of production instances: 1; OS: Ubuntu; Env: Dev, Test, UAT, Prod, DR Technologies JSPs, Servlets, Spring Framework, Log4j; no caching and session management Interfaces None Databases characteristics Database Database: 1; growth rate: 10% year-over-year Operational characteristics Server capacity t2.large grams of CO2e B.

IT 93

IT Cost-Benefit Consulting Measurement 93

BizAcuity

MAY 10, 2022

2007: Amazon launches SimpleDB, a non-relational (NoSQL) database that allows businesses to cheaply process vast amounts of data with minimal effort. The platform is built on S3 and EC2 using a hosted Hadoop framework. An efficient big data management and storage solution that AWS quickly took advantage of.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

Cloudera

AUGUST 31, 2020

Finally, it allowed Cloudera to test and QA any new features before releasing them to SMG. Specifically, the busy hour simulation clearly identified that 95% of the legacy data warehouse queries could run on Hive LLAP with minor tweaks. Today SMG can leverage tremendously more Data Science on both structured and unstructured data.

Slice and Dice 63

Slice and Dice Management Data Warehouse Analytics 63

Domino Data Lab

JULY 2, 2019

One-size-fits-all (OSFA) is a harmful myth in data science work, and no one data framework will fit all of your use cases and needs. several aspects of that earlier U Washington project seem remarkably similar, including the experimental design, train/test data source, and even the slides. PyBay , Aug 15-18, SF.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

CIO Business Intelligence

AUGUST 1, 2023

Define a game-changing LLM strategy At a recent Coffee with Digital Trailblazers I hosted, we discussed how generative AI and LLMs will impact every industry. This opportunity is greater today because of generative AI, especially when CIOs centralize unstructured data in an LLM and enable service agents to ask and answer customers’ questions.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

Cloudera

OCTOBER 7, 2021

Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets. Metadata Management: In legacy implementations, changes to Data Products (e.g.,

Metadata 123

Metadata Cost-Benefit Enterprise Interactive 123