ODSC - Open Data Science

JULY 20, 2023

Video of the Week: Beyond Monitoring: The Rise of Data Observability Watch as Monte Carlo’s Shane Murray introduces “Data Observability” as the game-changing solution to the costly reality of broken data in advanced data teams.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

phData

JUNE 26, 2023

We’re constantly diving into our customer’s challenges and finding innovative ways to help solve them through custom data and AI solutions, often centered around Snowflake. Through our work, phData has boasted a 98 percent average renewal rate for phData Elastic Operations, DataOps, and MLOps.

DataOps 52

DataOps Hadoop Analytics Analytics 52

phData

OCTOBER 16, 2023

We’re constantly diving into our customer’s challenges and finding innovative ways to help solve their problems with custom solutions, often enabled by the transformations performed by dbt. Throughout our work, phData has boasted a 98 percent average renewal rate for phData Elastic Operations, DataOps, and MLOps.

DataOps 52

DataOps Data Modeling Data Models SQL 52

Alation

MAY 24, 2022

Peter: Overall, we see a large variety of data quality solutions. There are both in-house solutions by our customers, as well as vendor-built solutions. You may be wondering why so many businesses choose to custom-build their own data quality solutions. Get the solution brief. How will DQ partners benefit?

Data Quality 52

Data Quality Data Pipeline DataOps Analytics 52

Alation

SEPTEMBER 14, 2021

With this change, we seek to better tailor our solution to the precise needs of each customer. Given this, data governance should be a key enabler of DataOps. It improves governance processes and makes DataOps processes less constraining upon organizations. Data governance is not a “one and done.”

Data Governance 52

Data Governance DataOps Machine Learning Machine Learning 52

Alation

AUGUST 17, 2022

Yet, he goes on to say that, “data governance is not just security + data privacy, quality, mastering, cataloging, and DataOps. Curious to learn more about data governance solutions ? Get this free buyer’s guide: The Forrester Wave: Data Governance Solutions. However, it has to be led and managed. Subscribe to Alation's Blog.

Data Governance 92

Data Governance Data Quality DataOps 92

Precisely

JUNE 26, 2023

There’s a strong desire for a more holistic approach to data management that includes comprehensive solutions with advanced capabilities, combined with continued need for human analysis and expertise.​ The biggest surprise?

Data Quality 52

Data Quality Data Silos Data Governance Artificial Intelligence 52

Alation

APRIL 18, 2023

For any data user in an enterprise today, data profiling is a key tool for resolving data quality issues and building new data solutions. This, in turn, helps them to build new data pipelines, solutions, and products, or clean up the data that’s there. What is data profiling?

Data Profiling 52

Data Profiling Data Quality Data Governance Data Pipeline 52

DataRobot Blog

SEPTEMBER 13, 2022

Once an organization has identified its AI use cases , data scientists informally explore methodologies and solutions relevant to the business’s needs in the hunt for proofs of concept. Driving Innovation with AI: Getting Ahead with DataOps and MLOps. These features reduce the need for a large workforce of data professionals.

Data Scientist 52

Data Scientist ML ML AI 52

Iguazio

JANUARY 16, 2024

The Solution Sense chose Iguazio as their MLOps solution. Iguazio is an essential component in Sense’s MLOps and DataOps architecture, acting as the ML training and serving component of the pipeline. Sense onboarded Iguazio as an MLOps solution for the ML training and serving component of the pipeline.

ML 52

ML ML DataOps Data Scientist 52

Alation

DECEMBER 13, 2022

For example, the researching buyer may seek a catalog that scores 6 for governance, 10 for self-service, 4 for cloud data migration, and 2 for DataOps (let’s call this a {6, 10, 4, 2} profile). The post Data Catalog: Part of the Solution – or Part of the Problem? Data governance. Self-service. Cloud migration.

DataOps 52

DataOps Data Governance Data Silos Data Scientist 52

Iguazio

JANUARY 16, 2024

The Solution: Iguazio Sense chose Iguazio as their MLOps platform. Iguazio is an essential component in Sense’s MLOps and DataOps architecture, acting as the ML training and serving component of the pipeline. With Jupyter, they can analyze data, reinforce models, come up with use cases and solutions, and more.

ML 52

ML ML DataOps Data Scientist 52

Snorkel AI

AUGUST 29, 2023

Solution: a GPT-3-powered summarizer I aimed to solve this problem by building a bot. Having run a few experiments in the OpenAI playground, I thought that the GPT-3 large language model could provide a key piece of the solution I was looking for. DataOps #DataScience.” Some also like to post our content on LinkedIn or Twitter.

DataOps 52

DataOps Python Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 29, 2023

Solution: a GPT-3-powered summarizer I aimed to solve this problem by building a bot. Having run a few experiments in the OpenAI playground, I thought that the GPT-3 large language model could provide a key piece of the solution I was looking for. DataOps #DataScience.” Some also like to post our content on LinkedIn or Twitter.

DataOps 52

DataOps Python Artificial Intelligence Artificial Intelligence 52

Precisely

DECEMBER 12, 2023

Data observability is a foundational element of data operations (DataOps). Many customers have a data catalog solution today that documents the schema, and this should be leveraged as part of a data observability solution. In either case, the change can affect analytics.

Data Observability 52

Data Observability Data Quality Data Pipeline Machine Learning 52

AWS Machine Learning Blog

APRIL 17, 2023

Amazon SageMaker Data Wrangler is a service in Amazon SageMaker Studio that provides an end-to-end solution to import, prepare, transform, featurize, and analyze data using little to no coding. Solution overview Data Wrangler provides over 40 built-in connectors for importing data. He is very passionate about data-driven AI.

AWS 83

AWS ML ML Python 83

Alation

MAY 31, 2023

EA: People: The Forgotten Key to Successful Data Governance Who: Ben Fox , Head of Data Governance at Electronic Arts When: Tuesday, June 6, at 3:45 PM Why attend: Learn how to motivate people to change their data behaviors – and successfully launch new data catalog solutions – in tandem.

Data Governance 52

Data Governance DataOps Data Pipeline Business Intelligence 52

Alation

AUGUST 11, 2022

DataOps sprung up to connect data sources to data consumers. But if you decentralize too much, every department, every domain is doing its own infrastructure with its own solutions. In the technology industry, even the most incremental trends often get framed in next-generation terminology. Tools became stacks.

Data Warehouse 52

Data Warehouse Data Engineering Data Engineer Data Engineering 52

AWS Machine Learning Blog

JULY 31, 2023

Machine Learning Solutions Architect based in Florida, US. He has more than 25 years of experience with technology, including cloud solution development, machine learning, software development, and data center infrastructure. Solutions Architect. Indrajit is an AWS Enterprise Sr.

ML 80

ML ML Data Preparation Machine Learning 80

BAIR

FEBRUARY 17, 2024

For example, Google’s AlphaCode 2 set state-of-the-art results in programming through a carefully engineered system that uses LLMs to generate up to 1 million possible solutions for a task and then filter down the set. Operation: LLMOps and DataOps. for GPT-4 with 5-shot prompting or 83.7% for GPT-4 with 5-shot prompting or 83.7%

AI 145

AI AI DataOps Data Pipeline 145

Snorkel AI

OCTOBER 31, 2023

Our researchers recently demonstrated the potency of programmatic dataops when they saved hundreds of hours preparing data to intruction-tune the RedPajama LLM. In the time they would spend labeling a single record, experts can apply their knowledge and understanding to dozens, hundreds, or even thousands of documents.

AI 111

AI AI DataOps Data Governance 111

Snorkel AI

OCTOBER 31, 2023

Our researchers recently demonstrated the potency of programmatic dataops when they saved hundreds of hours preparing data to intruction-tune the RedPajama LLM. In the time they would spend labeling a single record, experts can apply their knowledge and understanding to dozens, hundreds, or even thousands of documents.

AI 103

AI AI DataOps Data Governance 103

Precisely

FEBRUARY 9, 2024

To make data AI-ready and maximize the potential of AI-based solutions, organizations will need to focus in the following areas in 2024: Access to all relevant data: When data is siloed, as data on mainframes or other core business platforms can often be, AI results are at risk of bias and hallucination.

Data Quality 69

Data Quality DataOps Data Silos Artificial Intelligence 69

BAIR

FEBRUARY 18, 2024

For example, Google’s AlphaCode 2 set state-of-the-art results in programming through a carefully engineered system that uses LLMs to generate up to 1 million possible solutions for a task and then filter down the set. Operation: LLMOps and DataOps. for GPT-4 with 5-shot prompting or 83.7% for GPT-4 with 5-shot prompting or 83.7%

AI 40

AI AI DataOps Data Pipeline 40

Alation

DECEMBER 22, 2022

Next year, he’s looking to harness the power of DataOps and build even more customized solutions atop the data catalog. And good little boys and girls around the world can look forward to thoughtful, personalized gifts on Christmas morning! But as we all know, Santa doesn’t sleep on innovation.

DataOps 52

DataOps Data Governance Tableau Big Data 52

Alation

OCTOBER 12, 2021

DataOps. … For these reasons, self-service analytics has become a popular solution for enterprises of all industries. This solution empowers enterprises to scale both analytics and fact-based reporting with timely access to data. Spotlight friction areas and bottlenecks for data consumers (and build a solution).

Analytics 52

Analytics Analytics Data Governance DataOps 52