Flipboard

NOVEMBER 28, 2023

According to the NIST Risk Management Framework (NIST RMF), risk can be estimated as a multiplicative measure of an event’s probability of occurring timed by the magnitudes of the consequences of the corresponding event. Inherent risk represents the amount of risk the AI system exhibits in absence of mitigations or controls.

Responsible AI 144

Responsible AI Artificial Intelligence Artificial Intelligence AI 144

Dlabs.ai

AUGUST 31, 2021

But as society reopens, everything from sports events to business conferences are back on the agenda. And as you well know, the world of AI never sleeps. Meaning we all have a reason to attend at least one AI event in the upcoming months, so give this list a read to find what catches your eye.

Computer Vision 52

Computer Vision Big Data Deep Learning Data Science 52

ODSC - Open Data Science

FEBRUARY 12, 2024

It’s often hard to extract value from predictive models because they lack explainability and can be challenging to implement effectively. Augmented analytics — which automates more of the analytics journey through AI — can address conventional obstacles to make it easier to turn data into relevant, accurate and actionable insights.

Automation 98

Automation Data Science Explainability Data Scientist 98

ODSC - Open Data Science

FEBRUARY 27, 2024

Interactive Explainable AI Meg Kurdziolek, PhD | Staff UX Researcher | Intrinsic.ai Although current explainable AI techniques have made significant progress toward enabling end-users to understand the why behind a prediction, to effectively build trust with an AI system we need to take the next step and make XAI tools interactive.

Explainable AI 52

Explainable AI Responsible AI Data Science Explainability 52

ODSC - Open Data Science

OCTOBER 26, 2023

With the rapid advance of AI across industries, responsible AI has become a hot topic for decision-makers and data scientists alike. But with the advent of easy-to-access generative AI, it’s now more important than ever. There are several reasons why responsible AI is critical as the technology continues to advance.

Generative AI 98

Generative AI Responsible AI AI AI 98

ODSC - Open Data Science

NOVEMBER 21, 2023

Though there are great potential benefits, it is important to ensure this technology is developed and used responsibly. In her keynote speech at ODSC West, Sarah Bird, Global Lead for Responsible AI Engineering at Microsoft, discussed Microsoft’s journey in building and using generative AI responsibly.

Generative AI 52

Generative AI Responsible AI Data Science AI 52

IBM Journey to AI blog

OCTOBER 16, 2023

Curated foundation models, such as those created by IBM or Microsoft, help enterprises scale and accelerate the use and impact of the most advanced AI capabilities using trusted data. In addition to natural language, models are trained on various modalities, such as code, time-series, tabular, geospatial and IT events data.

Metadata 179

Metadata Explainability Automation AI 179

ODSC - Open Data Science

DECEMBER 5, 2023

You can see our photos from the event here , and be sure to follow our YouTube for virtual highlights from the conference as well. Sarah Bird, PhD | Global Lead for Responsible AI Engineering | Microsoft —  Read the recap here! Over in San Francisco, we had a keynote for each day of the event.

Large Language Models 98

Large Language Models Data Science Artificial Intelligence Artificial Intelligence 98

ODSC - Open Data Science

JANUARY 1, 2024

Webinars Under our Ai+ Training platform, we host playlists of past webinars that we’ve held with Microsoft. Here, we have several different playlists, including machine & deep learning , NLP , responsible AI, model explainability, and other miscellaneous data science topics. Interested in attending an ODSC event?

Data Science 52

Data Science Machine Learning Deep Learning Large Language Models 52

ODSC - Open Data Science

OCTOBER 3, 2023

So being able to convey your ideas, explain the rationale behind your prompts, and receive feedback from a diverse group of people is crucial when it comes to success. Being able to articulate the ethical considerations surrounding AI-generated content is vital in maintaining trust and accountability.

Prompt Engineer 97

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 97

Snorkel AI

JANUARY 26, 2024

Snorkel AI’s Jan. The eight speakers at the event—the second in our Enterprise LLM series—united around one theme: AI data development drives enterprise AI success. Generic large language models (LLMs) are becoming the new baseline for modern enterprise AI. Slides for this session. Slides for this session.

LLM 64

LLM Large Language Models Explainability Data Science 64

ODSC - Open Data Science

FEBRUARY 5, 2024

Its unique feature of citing sources for all information ensures full explainability, fostering trust and reliability. John Snow Labs is not only innovating but also leading the charge in responsible AI in healthcare. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

NLP 52

NLP Large Language Models Data Science Artificial Intelligence 52

Snorkel AI

JANUARY 26, 2024

Snorkel AI’s Jan. The eight speakers at the event—the second in our Enterprise LLM series—united around one theme: AI data development drives enterprise AI success. Generic large language models (LLMs) are becoming the new baseline for modern enterprise AI. Slides for this session. Slides for this session.

LLM 52

LLM Large Language Models Explainability Data Science 52

ODSC - Open Data Science

JUNE 8, 2023

Speakers, partners, and attendees all gathered for separate networking events Tuesday and Wednesday nights to share some drinks, talk shop, and make new friends after a long day. Extra Events ODSC events are more than just data science training and networking events. That’s it for our ODSC East 2023 highlights!

Data Science 52

Data Science Machine Learning Software Engineer NLP 52

ODSC - Open Data Science

JANUARY 10, 2024

Learn more about our first-announced sessions coming to the event this April 23rd-25th below. Causal AI: from Data to Action Dr. Andre Franca | CTO | connectedFlow Explore the world of Causal AI for data science practitioners, with a focus on understanding cause-and-effect relationships within data to drive optimal decisions.

Large Language Models 52

Large Language Models LLM Deep Learning ML 52

ODSC - Open Data Science

AUGUST 29, 2023

Often, NLP engineers who specialize in prompt engineering will work closely with domain experts, where they create prompts that extract insights, support decision-making, and ensure responsible AI interactions. Often, they will work alongside Prompt Engineers and NLP Engineers to refine prompting strategies and expectations.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

ODSC - Open Data Science

JANUARY 31, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Interested in attending an ODSC event?

Large Language Models 52

Large Language Models LLM Data Science NLP 52

ODSC - Open Data Science

SEPTEMBER 20, 2023

Monday’s sessions will cover a wide range of topics, from Generative AI and LLMs to MLOps and Data Visualization. Tuesday is the first day of the AI Expo and Demo Hall , where you can connect with our conference partners and check out the latest developments and research from leading tech companies. What’s next?

Large Language Models 52

Large Language Models Data Science Machine Learning Prompt Engineer 52

AWS Machine Learning Blog

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

Generative AI 94

Generative AI LLM AI AI 94

ODSC - Open Data Science

FEBRUARY 6, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Interested in attending an ODSC event?

Large Language Models 52

Large Language Models LLM Big Data NLP 52

AWS Machine Learning Blog

MAY 14, 2024

Solutions architecture for human-machine workflow modules Implementation Prerequisites Our solution is an add-on to an existing Generative AI application. In our example, we used a Q&A chatbot for SageMaker as explained in the previous section. We also instruct the LLM to provide 0 as positive and 1 as negative response.

Generative AI 84

Generative AI LLM Chatbots Machine Learning 84

ODSC - Open Data Science

FEBRUARY 17, 2023

Learn more about how you can volunteer for either the in-person or virtual team and get a free ticket to the event. — — — — — Upcoming Webinars: Responsible AI: Debugging AI models for errors, fairness, and explainability Tue, Feb 21, 2023, 12:00 PM — 1:00 PM EST This session will illustrate how to use model Error Analysis, Data Analysis, Explainability/Interpretability, (..)

ML 52

ML ChatGPT Data Science Machine Learning 52

ODSC - Open Data Science

FEBRUARY 10, 2023

Learn more about how you can volunteer for either the in-person or virtual team and get a free ticket to the event.

NLP 52

NLP ML Data Mining Data Science 52

ODSC - Open Data Science

JANUARY 23, 2024

For teams that have been deploying machine learning and AI systems for quite some time, it’s helpful to compare the current mass interest in generative AI with that of the rapid interest in deep learning applications a few years ago. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

LLM 52

LLM Data Scientist Data Science Deep Learning 52

AWS Machine Learning Blog

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 123

Generative AI Machine Learning Python Explainability 123

Pickl AI

APRIL 26, 2024

The Black Box Conundrum Many complex AI systems, particularly deep learning models, are often considered “black boxes.” This lack of explainability can be problematic, especially in applications with high stakes, such as healthcare or criminal justice. How can we ensure responsible AI development?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Automation AI Developer 52

Allen AI

JULY 27, 2023

The AI2 ImpACT License Project: Open, Responsible AI Licenses for the Common Good A new way to think about AI licensing By Jen Dumas, Crystal Nam, Will Smith, David Atkinson, and Nicole DeCario AI Is Everywhere; What Are the Risks? We welcome your feedback on this initiative: please reach us at ai2impact@allenai.org.

Responsible AI 52

Responsible AI AI AI AI Developer 52

Heartbeat

AUGUST 4, 2023

One element that makes this study more important is that they have put forward an approach that adopts the ethical principles of Responsible AI. Segment anything model workflow by Meta AI Where does “Responsible AI” fit into this work? We pay our contributors, and we don’t sell ads.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

Viso.ai

DECEMBER 18, 2023

Synthetic data for AI refers to artificially generated data that resemble the characteristics and patterns of real data. Instead of relying on organic events, we generate this data through computer simulations or generative models. Viso Suite is the End-to-End, No-Code Computer Vision Platform – Learn more What is Synthetic Data?

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

AWS Machine Learning Blog

APRIL 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 97

Generative AI Automation Prompt Engineer Prompt Engineering 97

The MLOps Blog

JUNE 27, 2023

This includes features for model explainability, fairness assessment, privacy preservation, and compliance tracking. Truera offers capabilities such as model debugging, explainability, and fairness assessment to gain insights into model behavior and identify potential issues or biases. Learn more from the documentation.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Heartbeat

FEBRUARY 7, 2024

By venturing beyond the sensational headlines and exploring the practical applications of AI-enhanced video synthesis, we can uncover a rich landscape with opportunities for progress. Recreating Historical Events: Historical events can be reconstructed with incredible detail using AI-generated visuals.

AI 52

AI AI Deep Learning Algorithm 52

Pickl AI

JULY 14, 2023

Robotics also witnessed advancements, with AI-powered robots becoming more capable in navigation, manipulation, and interaction with the physical world. Explainable AI and Ethical Considerations (2010s-present): As AI systems became more complex and influential, concerns about transparency, fairness, and accountability arose.

Neural Network 52

Neural Network Software Engineer Artificial Intelligence Artificial Intelligence 52

ODSC - Open Data Science

JANUARY 29, 2024

Using skills such as statistical analysis and data visualization techniques, prompt engineers can assess the effectiveness of different prompts and understand patterns in the responses. However, tools like Shap’s text Explainer still can analyze text and model behavior, revealing what drives model responses and identifying potential biases.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

Heartbeat

FEBRUARY 29, 2024

They can explain, answer coding-related questions, and offer guidance on best practices. Ethical and Responsible AI in Development The ethical considerations surrounding AI and software development will become increasingly important. We pay our contributors, and we don’t sell ads.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

ODSC - Open Data Science

FEBRUARY 8, 2024

To make things more concrete, we will imagine applying this AI strategy to a hypothetical company, called AcmeMealCo, whose mission is to make preparing meals easier for their customers. Next, give a talk to as broad an audience as possible to explain the data science strategy to everyone. Interested in attending an ODSC event?

AI Strategy 52

AI Strategy Data Scientist Data Science AI 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. Reserve your seat now!

ML 103

ML Generative AI Prompt Engineer Prompt Engineering 103