Dataconomy

SEPTEMBER 29, 2023

Johnson Controls ransomware attack is the topic of the day. Dark Angels, a notorious hacking crew, orchestrated the Johnson Controls ransomware attack ( Image credit ) The reports suggested that the stolen data could potentially encompass security information tied to third-party contracts and floor plans of certain agency facilities.

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Iguazio

MARCH 31, 2024

For more details on this topic, you can watch the webinar this blog post is based on. Distinctive - Novel capabilities that leverage complex data orchestration and advanced engineering. Impact will be achieved by orchestrating these capabilities. The demo is based on MLRun , an open source MLOps orchestration framework.

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ODSC - Open Data Science

SEPTEMBER 28, 2023

This all leads to the more pythonic way to orchestrate code: Prefect. SuperDataScience Podcast The most listened-to podcast in the industry, SuperDataScience brings you the latest machine learning, artificial intelligence, and data career topics from across both academia and industry. Check it out here!

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ODSC - Open Data Science

AUGUST 11, 2023

You’ll learn about the 8 layers of the machine learning stack: data, compute, versioning, orchestration, software architecture, model operations, feature engineering, and model development and the tooling and workflow landscape.

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ODSC - Open Data Science

AUGUST 11, 2023

There’s a lot to consider when learning about data science, such as what topics are relevant, format, and so on. To help you build AI better, we’ve created a list of the top ten virtual talks from ODSC West this year so you can learn a variety of topics and from speakers of different backgrounds.

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Flipboard

APRIL 11, 2023

But it makes me wonder what topics aren’t getting the attention that they deserve. Two topics that started the year strong have fallen off the radar: blockchain-related technologies and “the Metaverse,” whatever that is. Simpler Container Management Kubernetes has dominated container orchestration for several years now.

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ODSC - Open Data Science

OCTOBER 20, 2023

You’ll use MLRun, Langchain, and Milvus for this exercise and cover topics like the integration of AI/ML applications, leveraging Python SDKs, as well as building, testing, and tuning your work. Want to take a deeper dive into topics like LLMs, Generative AI, Machine Learning, NLP, and more? Check them out for free!

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ODSC - Open Data Science

MAY 1, 2023

Topics covered include the building blocks of the workflows and best practices for inducing decision-makers to act. You’ll also explore the MLOps orchestration best practices and new technologies that will help address some of these challenges. In this talk, you learn about best practices for developing successful AI projects.

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Flipboard

MARCH 13, 2023

It is critical for the VMware Carbon Black team to design and build a custom end-to-end MLOps pipeline that orchestrates and automates workflows in the ML lifecycle and enables model training, evaluations, and deployments. The following architecture diagram illustrates the end-to-end workflow and the components involved in our MLOps pipeline.

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Data Science Dojo

OCTOBER 7, 2023

They’re not just coding; they’re masterfully orchestrating numerous bits and pieces of technologies to produce a coherent, functional digital tool. Your task is to help your colleague to come up with amazing, attractive and trending blog topics. Return the suggested blog topics as a python list.

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ODSC - Open Data Science

APRIL 21, 2023

That’s why at ODSC East, generative AI will be one of the hot topics to be discussed in our talks, workshops, tutorials, and more. In this workshop, participants will receive a practical, hands-on understanding of these topics, so they can start integrating modern NLP in their respective domains.

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IBM Journey to AI blog

OCTOBER 30, 2023

By using a leading security orchestration, automation, and response (SOAR) solution, an organization’s SOC will be empowered to manage its threat response more efficiently and decisively.

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Dataconomy

JULY 17, 2023

The speed and efficiency of social media allow filmmakers to orchestrate coordinated global releases and capitalize on trending topics to amplify the film’s presence worldwide. Global reach and instantaneous impact: Social media transcends geographical boundaries, enabling movies to reach a global audience instantly.

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ODSC - Open Data Science

OCTOBER 13, 2023

Taylor is a frequent speaker and writer on AI topics. He also initiated and built Nuclio, a leading open-source serverless framework with over 4,000 Github stars and MLRun, a cutting-edge open-source MLOps orchestration framework. After that, he worked as a quant at a hedge fund on a 600 GPU cluster.

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Tableau

APRIL 20, 2022

Fact: Modern analytics need orchestrated data-flow administration to make new data continuously available for analysis. These six interactive sessions will put a fun twist on a range of Data Culture topics, ranging from strategy and data literacy to governance and enablement. Susan Emerson , SVP, Product GTM, Salesforce Analytics. .

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IBM Journey to AI blog

JANUARY 8, 2024

They are able to combine event topics to identify patterns or aggregates to analyze trends and detect anomalies. This significantly reduces the burden on Kafka administrators as teams providing topics for reuse can placed them in the catalogue themselves, and consumers can self-administer their access.

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Ocean Protocol

DECEMBER 30, 2022

Another thing is orchestrating data flows across multiple tools and platforms. Ideally, Ocean is designed well so that you can orchestrate between all of that. It will be what a data scientist needs to set up a data orchestration pipeline. If you are a data scientist, you work on multiple tools and platforms.

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Tableau

APRIL 20, 2022

Fact: Modern analytics need orchestrated data-flow administration to make new data continuously available for analysis. These six interactive sessions will put a fun twist on a range of Data Culture topics, ranging from strategy and data literacy to governance and enablement. Susan Emerson , SVP, Product GTM, Salesforce Analytics. .

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ODSC - Open Data Science

NOVEMBER 20, 2023

Finally, we will cover some examples of LLM-powered applications in Python using popular AI orchestrators, such as LangChain. You will also become familiar with the concept of LLM as a reasoning engine that can power your applications, paving the way to a new landscape of software development in the era of Generative AI.

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ODSC - Open Data Science

APRIL 29, 2023

You’ll also explore the MLOps orchestration best practices and new technologies that will help address some of these challenges. Topics covered include integrating features into a pre-existing machine learning pipeline, formulating a feature hypothesis, and more. This session will also include a hands-on section.

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Smart Data Collective

JANUARY 26, 2021

Sometimes big data models can look at which keywords and topics are trending on social media and, as translation company Tomedes points out, that can involve multiple languages. What does translation have to do with this incredibly complex process?

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Towards AI

JUNE 5, 2023

There are hundreds of blogs written on the same topic. However, by orchestrating, monitoring, and reacting throughout the workflow, we can easily scale, adapt and make the process more efficient. In May 2021, Khalid Salama, Jarek Kazmierczak, and Donna Schut from Google published a white paper titled “Practitioners Guide to MLOps”.

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Precisely

AUGUST 7, 2023

Spectrum Spatial helps organizations to integrate and orchestrate location data from across the enterprise, and produce powerful visualizations that unlock the full power of geospatial analytics. Our rich portfolio of products and flexible deployment options ensure you have the tools and resources you need to be successful.

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IBM Journey to AI blog

JULY 17, 2023

Combined with Watson Orchestrate™ , which automates and streamlines workflows, Watson Assistant helps manage and solve customer questions while integrating call center tech to create seamless help experiences. What’s more, they did not have time to fully read automatic transcriptions from previous calls.

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IBM Data Science in Practice

MAY 26, 2023

Condition-based monitoring data could also be used by AI models to orchestrate and schedule the use of assets in a more optimal way to promote profits, extend asset life, and avoid unplanned down-time. All AI models are only as good as the data and development lifecycle that yielded them.

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Chatbots Life

MAY 17, 2023

Lack of orchestration and extra workload can sometimes hinder this process and result in a delayed response. Since a customer service chatbot personalizes the entire communication, it allows you to follow up on specific queries or topics. Companies use customer service chatbots to look after recurring issues and solve them quickly.

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Precisely

AUGUST 8, 2023

Briefly stated, data governance involves the formal orchestration of people, processes, and technology to enable an organization to leverage data as an enterprise asset. Data governance provides a structured framework for decision-making and authority for data and data-related subjects.

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AWS Machine Learning Blog

MAY 5, 2023

Understanding the nuances between search queries for similar topics is important to provide relevant results and minimize the effort required from the user to manually sort through results. The following figure shows an example diagram that illustrates an orchestrated extract, transform, and load (ETL) architecture solution.

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Pickl AI

AUGUST 1, 2023

These 10 Best Data Engineering Books for beginners encompass a range of topics, from foundational principles to advanced data processing methods. Aspiring and experienced Data Engineers alike can benefit from a curated list of books covering essential concepts and practical techniques.

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IBM Journey to AI blog

DECEMBER 4, 2023

Contact Kishore Ramchandani or Anuj Jain. To put watsonx generative AI to work, get a free IBM watsonx.ai trial The post Examples of IBM assisting insurance companies in implementing generative AI-based solutions appeared first on IBM Blog.

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AWS Machine Learning Blog

APRIL 18, 2024

LMA also provides options for identifying the current meeting topic, and for generating a list of action items with owners and due dates. If the meeting app is not supported by the extension, then the LMA user can manually enter their name and the meeting topic—active speakers’ names will not be detected.

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ODSC - Open Data Science

FEBRUARY 6, 2024

In this workshop, you will learn how to employ the ReAct technique to allow an LLM to determine where to find information to service different types of user queries, using LangChain to orchestrate the process. By the end of the tutorial, you’ll have a basic familiarity with how to use the latest tools for LLM development.

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Chatbots Life

MAY 16, 2023

Lack of orchestration and extra workload can sometimes hinder this process and result in a delayed response. Since a customer service chatbot personalizes the entire communication, it allows you to follow up on specific queries or topics. Companies use customer service chatbots to look after recurring issues and solve them quickly.

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AWS Machine Learning Blog

FEBRUARY 8, 2024

Moreover, they can orchestrate complex, multi-step workflows by breaking down tasks into smaller, manageable steps, coordinating various actions, and ensuring the efficient execution of processes within an organization. During postprocessing, after all orchestration iterations are complete, the agent curates a final response.

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AWS Machine Learning Blog

FEBRUARY 2, 2024

For prompt data, that might indicate that the types of questions coming into the system are covering more topics. The application has three core components: We use an interactive flow, which includes a user interface for capturing prompts, combined with a RAG orchestration layer, using LangChain.

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Smart Data Collective

NOVEMBER 25, 2021

Likewise, the most fundamental things that constitute the university experience (like lectures, seminars, and group exercises) can be orchestrated in the virtual world. There is one key topic that is becoming increasingly discussed, and that is the safety (cybersecurity) and data privacy of college students online.

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Flipboard

JUNE 20, 2023

Another way is by offering managed ML training and orchestration services such as Amazon SageMaker Studio , which automatically tears down and scales up ML resources when not in use, and provides a host of out-of-the-box tooling that saves cost and resources. About the Authors Karsten Schroer is a Solutions Architect at AWS.

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