IBM Journey to AI blog

FEBRUARY 2, 2024

Almost a year ago, IBM encountered a data validation issue during one of our time-sensitive mergers and acquisitions data flows. That is when I discovered one of our recently acquired products, IBM® Databand® for data observability. IBM integrated Databand into our data flow, which comprised over 100 pipelines.

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AWS Machine Learning Blog

FEBRUARY 27, 2024

Axfood has a structure with multiple decentralized data science teams with different areas of responsibility. Together with a central data platform team, the data science teams bring innovation and digital transformation through AI and ML solutions to the organization.

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Heartbeat

JUNE 12, 2023

It involves collecting and analyzing data on various aspects of the model’s performance, including its accuracy, precision, recall, and F1 score, as well as its bias , fairness , and stability. There are several aspects to model monitoring, including data monitoring, model performance monitoring, and feedback monitoring.

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AWS Machine Learning Blog

NOVEMBER 16, 2023

One of the key drivers of Philips’ innovation strategy is artificial intelligence (AI), which enables the creation of smart and personalized products and services that can improve health outcomes, enhance customer experience, and optimize operational efficiency.

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IBM Journey to AI blog

MARCH 4, 2024

In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness. times higher ROI.

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Alation

JULY 26, 2022

Driving a data culture is now a lot more — well, driven — thanks to the latest of Alation’s 80+ connectors : Power BI Scanner, which unifies self-service and enterprise analytics and allows users to find answers fast with industry-leading AI. Full lineage support for Power BI objects (datasets, reports, tiles, dashboards).

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Precisely

SEPTEMBER 8, 2023

Across every industry, companies are striving to improve their capacity for making data-driven decisions. For data teams, that often leads to a burgeoning inbox of new projects, as business users throughout the organization strive to discover new insights and find new ways of creating value for the business.

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Alation

NOVEMBER 28, 2022

Alation is excited to unveil Alation Connected Sheets , a new product that brings trusted, fresh data directly to spreadsheet users. Now, “spreadsheet jockeys” can pull the most current, compliant data directly from a range of cloud sources, without having to know SQL or depend on a data team to deliver it.

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Alation

DECEMBER 6, 2022

Today I’m thrilled to share that we’ve added two new, seasoned leaders to the Alation Product Team. Diby and Jonathan boast a wealth of relevant experience, having led growth at scale at both public and private data management and enterprise SaaS companies, including Salesforce, Confluent, Informatica, and Cloudflare.

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Alation

JUNE 23, 2023

That’s going to be the view at the highly anticipated gathering of the global data, analytics, and AI community — Databricks Data + AI Summit — when it makes its grand return to San Francisco from June 26–29. How does a lakehouse overlooking the Golden Gate Bridge sound? Join us at Summit! We’re looking forward to seeing you there!

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AWS Machine Learning Blog

MAY 9, 2024

According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits. At Amazon, we believe innovation (rethink and reinvent) drives improved customer experiences and efficient processes, leading to increased productivity.

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AWS Machine Learning Blog

DECEMBER 19, 2023

However, putting an ML model into production at scale is challenging and requires a set of best practices. Many businesses already have data scientists and ML engineers who can build state-of-the-art models, but taking models to production and maintaining the models at scale remains a challenge.

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Flipboard

JUNE 11, 2023

SAIF addresses risks such as model theft, data poisoning, malicious input injection, and confidential information extraction from training data. As AI capabilities become increasingly integrated into products worldwide, adhering to a responsive framework like SAIF becomes even more critical.

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DataRobot

NOVEMBER 16, 2021

As we’ve discussed in this blog series, some are already reaping the rewards of AI through increased productivity, cost savings, etc. According to a recent study by NewVantage Partners, only 15 percent of organizations surveyed have deployed AI capabilities into widespread production. What is MLOps? Issues with Deployment.

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Alation

MARCH 22, 2022

Data people face a challenge. They must put high-quality data into the hands of users as efficiently as possible. As the latest iteration in this pursuit of high-quality data sharing, DataOps combines a range of disciplines. It synthesizes all we’ve learned about agile, data quality , and ETL/ELT.

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Iguazio

FEBRUARY 20, 2024

While building gen AI application pilots is fairly straightforward, scaling them to production-ready, customer-facing implementations is a novel challenge for enterprises, and especially for the financial services sector. These productivity lifts are worth approximately $200B - $340B.

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ODSC - Open Data Science

MAY 29, 2023

Be sure to check out his talk, “ Production ML for Mission-Critical Applications ,” there! Deploying advanced machine learning technology to serve customers and/or business needs requires a rigorous approach and production-ready systems. This includes ensuring a level of accuracy across different subsets of your data.

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Alation

MARCH 1, 2023

How are blockchain organizations tackling data management? To learn the answer, we sat down with Karla Kirton , Data Architect at Blockdaemon, a blockchain company, to discuss data strategy , decentralization, and how implementing Alation has supported them. What is your data strategy and how did you begin to implement it?

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Iguazio

DECEMBER 14, 2023

After reading the book, ML practitioners and leaders will know how to deploy their ML models to production and scale their AI initiatives, while overcoming the challenges many other businesses are facing. This led to wasted resources and time, and ultimately contributed to the failure of many data science projects. Key Takeaways 1.

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IBM Journey to AI blog

DECEMBER 4, 2023

This approach can accelerate speed-to-market by providing enhanced capabilities for developing innovative products and services, facilitating business growth and improving the overall customer experience in their interactions with the company. Below, we provide summaries of some of our current generative AI implementation initiatives.

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Alation

DECEMBER 7, 2021

Alation and Soda are excited to announce a new partnership, which will bring powerful data-quality capabilities into the data catalog. Soda’s data observability platform empowers data teams to discover and collaboratively resolve data issues quickly. Do we have end-to-end data pipeline control?

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Alation

NOVEMBER 28, 2022

introduces Alation Connected Sheets, a new product under Alation Cloud Service that empowers spreadsheet users with access to trusted data. To learn more, I sat down with the product creators for an interview. We’re excited because this new ability will increase productivity for all business users. The release of 2022.4

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DataRobot

MAY 20, 2021

Their session, Expand Your Reach with Data Cloud , explains how this integration drives AI adoption. In short, Snowflake makes it much easier to access data for a faster time-to-production model. This is crucial because as AI goes mainstream, trust in where data originates is paramount. Request a Demo.

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Tableau

APRIL 5, 2022

Senior Manager, Product Marketing, Tableau. Migrate to a new and improved identity data structure. The modern identity structure not only enhances user data within the Tableau Server repository, but also helps resolve certain issues that stemmed from the legacy architecture. Michael Hetrick. Bronwen Boyd. April 5, 2022 - 9:45pm.

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Tableau

APRIL 5, 2022

Senior Manager, Product Marketing, Tableau. Migrate to a new and improved identity data structure. The modern identity structure not only enhances user data within the Tableau Server repository, but also helps resolve certain issues that stemmed from the legacy architecture. Michael Hetrick. Bronwen Boyd. April 5, 2022 - 9:45pm.

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Flipboard

FEBRUARY 15, 2023

We show how to build an end-to-end CI/CD pipeline for data preprocessing and fine-tuning ML models, registering model artifacts to the SageMaker model registry , and automating model deployment with a manual approval to stage and production. SageMaker projects are provisioned using AWS Service Catalog products. Create the model.

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Dataconomy

OCTOBER 9, 2023

Safeguarding your data and personal information has never been more important than today and hashing is a widely used method that acts as a guardian for our passwords and other types of sensitive information. Hashing is a vital method for safeguarding personal data and passwords in today’s cybersecurity ( Image credit ) What is hashing?

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AWS Machine Learning Blog

DECEMBER 13, 2023

To deliver value, they must integrate into existing production systems and infrastructure, which necessitates considering the entire ML lifecycle during design and development. Data scientists, ML engineers, IT staff, and DevOps teams must work together to operationalize models from research to deployment and maintenance.

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Precisely

MAY 13, 2024

Key Takeaways: Data integration is vital for real-time data delivery across diverse cloud models and applications, and for leveraging technologies like generative AI. The right data integration solution helps you streamline operations, enhance data quality, reduce costs, and make better data-driven decisions.

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Alation

NOVEMBER 2, 2022

This leading software investment firm has partnered with the who’s-who of data-centric companies, including Qlik and Starburst, to help them drive sustainable, long-term growth. Partner Tre Sayle pointed to Alation’s leadership, stellar product reputation, and momentum as core reasons for investing. “It That was very unique.

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phData

JUNE 27, 2023

The modern data stack (MDS) has seen massive changes over the past few decades, fueled by technological advances and new platforms. As a result, we are presented with specialized data platforms, databases, and warehouses. All of which have a specific role used to collect, store, process, and analyze data.

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Alation

FEBRUARY 20, 2020

There has been an explosion of data, from social and mobile data to big data, that is fueling new ways to understand and improve customer experience. Is this data in a form I can use? Where is the data I need? Davis will discuss how data wrangling makes the self-service analytics process more productive.

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Tableau

MAY 11, 2022

VP, Product Management, Tableau. 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. Only 25% of IT leaders say their technology maximizes employee productivity. Volker Metten. Bronwen Boyd. May 11, 2022 - 6:16pm.

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Tableau

MAY 11, 2022

VP, Product Management, Tableau. 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. Only 25% of IT leaders say their technology maximizes employee productivity. Volker Metten. Bronwen Boyd. May 11, 2022 - 6:16pm.

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Alation

MAY 24, 2022

In a sea of questionable data, how do you know what to trust? Data quality tells you the answer. It signals what data is trustworthy, reliable, and safe to use. It empowers engineers to oversee data pipelines that deliver trusted data to the wider organization. It affects everyone who produces and consumes data.

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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. In this blog, we’ll cover the definition of data profiling, top use cases, and share important techniques and best practices for data profiling today.

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Alation

SEPTEMBER 8, 2022

When it comes to the cloud, you want verifiable value — not a data diaspora. By now, the advantages of moving data to the cloud are obvious. Yet there’s more to a cloud migration strategy than, well, simply choosing to moving data to the cloud: How long will migration take? Amazon EMR. Amazon Simple Storage Service (Amazon S3).

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