Accurate, Safe and Governed: How to Move GenAI from POC to Production
databricks
APRIL 17, 2024
To move GenAI projects from experimentation to production, companies must ensure that they are deployed in a way that is accurate, safe, and governed.
This site uses cookies to improve your experience. By viewing our content, you are accepting the use of cookies. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country we will assume you are from the United States. View our privacy policy and terms of use.
databricks
APRIL 17, 2024
To move GenAI projects from experimentation to production, companies must ensure that they are deployed in a way that is accurate, safe, and governed.
Data Engineering Podcast
APRIL 21, 2024
When Andrew Lee started work on Shortwave he was focused on making email more productive. In this episode he shares the technical challenges that he and his team have overcome in integrating AI into their product, as well as the benefits and features that it provides to their customers. Don't forget to check out our other shows.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Data Engineering Podcast
APRIL 28, 2024
Summary Generative AI promises to accelerate the productivity of human collaborators. The Machine Learning Podcast helps you go from idea to production with machine learning. Support Data Engineering Podcast Summary Generative AI promises to accelerate the productivity of human collaborators.
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Data Engineering Podcast
DECEMBER 24, 2023
Elad Eldor has experienced these challenges first-hand, leading to his work writing the book "Kafka: : Troubleshooting in Production" In this episode he highlights the sources of complexity that contribute to Kafka's operational difficulties, and some of the main ways to identify and mitigate potential sources of trouble.
Data Engineering Podcast
MARCH 24, 2024
How is it different from the current Dagster Cloud product? The Machine Learning Podcast helps you go from idea to production with machine learning. With enterprise-grade hosting on Dagster Cloud, you gain even more capabilities, adding cost management, security, and CI support to further boost your teams' productivity.
The Modern Data Company
JANUARY 22, 2024
While traditional approaches involve piecing together disparate data products, DataOS® offers a composable framework that seamlessly integrates with existing technology stacks. Data products contain data and its metadata, code, and infrastructure so that each product is self-contained and usable independently.
Data Engineering Podcast
FEBRUARY 18, 2024
The Machine Learning Podcast helps you go from idea to production with machine learning. With enterprise-grade hosting on Dagster Cloud, you gain even more capabilities, adding cost management, security, and CI support to further boost your teams' productivity. Don't forget to check out our other shows.
Data Engineering Podcast
APRIL 7, 2024
What are the challenges involved in retrofitting a semantic layer into a production data system? The Machine Learning Podcast helps you go from idea to production with machine learning. What are the challenges involved in retrofitting a semantic layer into a production data system? dbt, BI, warehouse marts, etc.)
The Modern Data Company
APRIL 15, 2024
The elegance of Data Products is undeniable, but many leaders question the efficacy of their data strategies: Why does the return on data investments often disappoint? What Exactly Is a Data Product? The term “Data Product” has become a buzzword, often misused or overstretched.
The Modern Data Company
JANUARY 22, 2024
While traditional approaches involve piecing together disparate data products, DataOS® offers a composable framework that seamlessly integrates with existing technology stacks. Data products contain data and its metadata, code, and infrastructure so that each product is self-contained and usable independently.
Snowflake
MARCH 20, 2024
Having frequently worked with governments around the world over the course of my career, I’ve had all kinds of discussions about the global impact of generative AI. Here is the basic formula: Infrastructure + Products = Revolution in X A revolutionary innovation requires infrastructure that makes the underlying technology readily available.
Data Engineering Podcast
FEBRUARY 11, 2024
What are the requirements around governance and auditability of data access that need to be addressed when sharing data? The Machine Learning Podcast helps you go from idea to production with machine learning. What are the requirements around governance and auditability of data access that need to be addressed when sharing data?
Data Engineering Podcast
APRIL 14, 2024
The Machine Learning Podcast helps you go from idea to production with machine learning. With enterprise-grade hosting on Dagster Cloud, you gain even more capabilities, adding cost management, security, and CI support to further boost your teams' productivity. Don't forget to check out our other shows.
Data Engineering Podcast
MARCH 31, 2024
While there are numerous products available to provide that visibility, they all have different technologies and workflows that they focus on. Over the past ~3 years there were numerous data observability systems/products created. The Machine Learning Podcast helps you go from idea to production with machine learning.
Data Engineering Podcast
JANUARY 21, 2024
Recent years have seen the adoption of reverse ETL, cloud data warehouses, and sophisticated product analytics suites. What are the governance policy and enforcement challenges that are added with the expansion of access and responsibility? The Machine Learning Podcast helps you go from idea to production with machine learning.
Data Engineering Podcast
DECEMBER 31, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack You shouldn't have to throw away the database to build with fast-changing data. It’s the only true SQL streaming database built from the ground up to meet the needs of modern data products. With Materialize, you can!
Data Engineering Podcast
JANUARY 28, 2024
The majority of products that are available either require too much effort to structure the logs, or aren't fast enough for interactive use cases. How have the design and goals of the product changed since you first started working on it? The Machine Learning Podcast helps you go from idea to production with machine learning.
Cloudera
APRIL 2, 2024
It’s been said that the Federal Government is one of, if not the largest, producer of data in the United States, and this data is at the heart of mission delivery for agencies across the civilian to DoD spectrum. FedRAMP requires that we meet strict security standards to protect government data.
databricks
MAY 3, 2024
Moving generative AI applications from the proof of concept stage into production requires control, reliability and data governance. Organizations are turning to open.
Data Engineering Podcast
FEBRUARY 4, 2024
The Machine Learning Podcast helps you go from idea to production with machine learning. With enterprise-grade hosting on Dagster Cloud, you gain even more capabilities, adding cost management, security, and CI support to further boost your teams' productivity. Don't forget to check out our other shows. Starburst : ![Starburst
Data Engineering Podcast
MARCH 3, 2024
How does the idea of an "AI Program" differ from an "AI Product"? The Machine Learning Podcast helps you go from idea to production with machine learning. How does the idea of an "AI Program" differ from an "AI Product"? Don't forget to check out our other shows. Data Council : ![Data
Data Engineering Podcast
FEBRUARY 25, 2024
What are the elements of the overall product/user experience that you had to build to create a cohesive platform? The Machine Learning Podcast helps you go from idea to production with machine learning. What are the elements of the overall product/user experience that you had to build to create a cohesive platform?
Data Engineering Podcast
JANUARY 7, 2024
When performing research and building prototypes of the projects, what is your process for incorporating user experience into the implementation of the product? The Machine Learning Podcast helps you go from idea to production with machine learning. Don't forget to check out our other shows.
Data Engineering Podcast
NOVEMBER 26, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack You shouldn't have to throw away the database to build with fast-changing data. It’s the only true SQL streaming database built from the ground up to meet the needs of modern data products. With Materialize, you can!
Data Engineering Podcast
MARCH 17, 2024
The Machine Learning Podcast helps you go from idea to production with machine learning. With enterprise-grade hosting on Dagster Cloud, you gain even more capabilities, adding cost management, security, and CI support to further boost your teams' productivity. Don't forget to check out our other shows. Data Council : ![Data
Snowflake
MARCH 19, 2024
The most marked finding was around governance. Strong data governance is essential to meet security and compliance obligations, but it is often regarded as a hindrance. Application of individual governance features (tags applied to data objects, masking policies assigned to data sets, etc.)
Data Engineering Podcast
MARCH 10, 2024
The Machine Learning Podcast helps you go from idea to production with machine learning. With enterprise-grade hosting on Dagster Cloud, you gain even more capabilities, adding cost management, security, and CI support to further boost your teams' productivity. Don't forget to check out our other shows.
Knowledge Hut
APRIL 26, 2024
Datasets may also be confidential as they may contain sensitive information pertaining to a product, organization or government. In the real world, data is not open source , as it is confidential and may contain very sensitive information related to an item , user or product. Data is not available in a specific format.
Knowledge Hut
APRIL 24, 2024
There are no professional exams you need to pass or a governing body. They are hired primarily by manufacturing firms and aid them in finding ways to maximize production while minimizing the cost of production. However, you must have a knack for mathematics and economics with commerce as your background.
Snowflake
DECEMBER 20, 2023
Integrated governance: Snowpark Container Services runs within the same Snowflake Horizon governance framework as the data. By having the same governance over data and compute, developers can more effortlessly ensure data is protected to streamline security reviews for new developments.
Data Engineering Weekly
MARCH 17, 2024
India recently announced that all AI apps require government approval and dropped the plan later. link] Jarkko Moilanen: Exploring the Frontier of Data Products - Seeking Insights on Emerging Standards Data products are becoming a central part of the data pipeline strategy, bringing a new approach to building data as an asset.
The Modern Data Company
JULY 31, 2023
Modern Announces Partnership with Data Mesh Pioneers, ThoughtWorks In July, we collaborated with ThoughtWorks at the annual CDOIQ Conference in Cambridge, MA to discuss real-world Data Products implementation and best practices for Data Mesh. Data Products introduce a change by incorporating more deterministic software practices.
Snowflake
MARCH 18, 2024
Breaking down data silos, removing duplication, creating trusted data products, reducing the cost of data rework, ensuring more timely insights and cross-functional use cases, and improving user adoption. Many modern enterprises have far-flung operations, products and value chains that generate data globally and in a federated way.
Snowflake
APRIL 11, 2024
That’s why we prioritize simplicity, governance and quality in everything we build – including our AI-powered tools. We’re thrilled to announce the public preview of Snowflake Copilot, a new solution on the bleeding edge of text-to-SQL that simplifies data analysis while maintaining robust governance.
Knowledge Hut
APRIL 16, 2024
empowers enterprises to - Check the plans more quickly (Lean Startup cycle + Lean User experience) Enable fastest delivery (Scalable DevOps + Continuous Delivery pipeline) Simplify governance and improve portfolio performance (Lean Portfolio management + Lean budgets) Why is SAFe® crucial for the organizations? for teams (SP) Today, SAFe® 6.0
Knowledge Hut
APRIL 25, 2024
Farmers are using Data Science to increase crop yields, reduce water usage, and improve the quality of their products. This helps to protect consumers and ensure that food products are safe for consumption. Data can help government agencies develop policies that support agriculture.
Snowflake
MARCH 5, 2024
With Snowflake Cortex, a fully managed service that runs on NVIDIA GPU-accelerated compute, there is no need to set up integrations, manage infrastructure or move data outside of the Snowflake governance boundary to use the power of industry-leading LLMs from Mistral AI , Meta and more.
Cloudera
DECEMBER 19, 2023
Earlier this month, I had the opportunity to lead a roundtable discussion at the PSN Government Innovation show ( 2023 Government Innovation Show – Federal – Public Sector Network ) in Washington, DC. Our government leaders had several suggestions: Start small. The underlying reason?
The Modern Data Company
MARCH 1, 2024
We need a new approach, a paradigm shift that delivers data with the agility and efficiency of a speedboat – enter Data Products. You don’t warehouse a vast inventory, only the components needed for current production. Data Products work similarly, offering pre-packaged, actionable data units tailored to specific business goals.
The Modern Data Company
APRIL 15, 2024
Unlocking Business Value with Data Product Strategy Adopting a Data Product Strategy isn’t just about upgrading your technology; it’s about elevating your entire organization to operate in a more informed, agile, and strategic manner. Think of it as the central hub of your data universe.
Snowflake
MARCH 21, 2024
Snowflake is committed to helping our customers unlock the power of artificial intelligence (AI) to drive better decisions, improve productivity and reach more customers using all types of data.
Snowflake
MARCH 27, 2024
One of our partners in this area is Observe , which offers a SaaS observability product that is built and operated on the Data Cloud. This further simplifies and enhances their data governance by allowing them to keep more of their data within the secure environment of their Snowflake account.
Monte Carlo
MARCH 25, 2024
Beyond our recognition in the category, we were also named one of G2Crowd’s 100 Fastest Growing Products for 2024 , signifying our unrivaled customer adoption across the U.S., Releasing new products by building solutions for pipeline runtime optimization with Performance product and ad-hoc data analysis Data Explorer.
Snowflake
DECEMBER 5, 2023
Engaging with partners and customers — and showcasing what’s new on the Snowflake product front — made for a dynamic time in Las Vegas. Here are highlights from the collaborations, integrations and product enhancements that we were proud to dig in to throughout the week.
Expert insights. Personalized for you.
We have resent the email to
Are you sure you want to cancel your subscriptions?
Let's personalize your content