ODSC - Open Data Science

JUNE 8, 2023

Some of our most popular in-person sessions were: Data Science Software Acceleration at the Edge: Audrey Reznik Guidera | Sr. We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and how to make deepfakes.

Data Science 52

Data Science Machine Learning Software Engineer NLP 52

TheSequence

MAY 29, 2023

This successful implementation demonstrates how responsible AI and high-performing models can align. Responsible AI starts with a responsible approach to data The promise of Large Language Models (LLMs) is that they will help us with a variety of different tasks.

LLM 52

LLM Responsible AI Natural Language Processing Software Engineer 52

ODSC - Open Data Science

APRIL 20, 2023

Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti | Principal Group Program Manager | Microsoft Join this session to learn how you can integrate LLMs into your applications. Azure OpenAI can help you apply models like Dall-E 2, GPT-3.5, Codex, and ChatGPT to improve efficiency, mitigate risk, and more.

Data Science 52

Data Science Python Software Engineer Computer Vision 52

Google Research AI blog

MARCH 6, 2023

Posted by Yu Zhang, Research Scientist, and James Qin, Software Engineer, Google Research Last November, we announced the 1,000 Languages Initiative , an ambitious commitment to build a machine learning (ML) model that would support the world’s one thousand most-spoken languages, bringing greater inclusion to billions of people around the globe.

Software Engineer 140

Software Engineer Algorithm AI AI 140

TensorFlow

APRIL 6, 2023

Posted by Bhaktipriya Radharapu, Software Engineer TensorFlow Model Remediation is an open source toolkit that showcases solutions to help mitigate unfair bias in Machine Learning models. The toolkit offers resources to build fairer models for everyone – in line with Google’s AI Principles. and male at approximately 1.4%.

Responsible AI 52

Responsible AI Machine Learning Software Engineer ML 52

Robot Writers AI

JANUARY 21, 2024

ChatGPT Plus: Despite Microsoft’s cozy relationship with ChatGPT-maker OpenAI — it’s invested about $13 billion in OpenAI during the past few years — the two companies actually make competing AI chatbots. Bottom line: CoPilot Pro uses the same AI software engine used by ChatGPT.

ChatGPT 52

ChatGPT OpenAI Chatbots AI Chatbots 52

ODSC - Open Data Science

MARCH 22, 2023

First, we will start by walking through Gradio’s core concepts, Interface, and Blocks, and show how they can be used to create responsive machine learning web applications. The conference will also feature hands-on training sessions in focus areas, such as machine learning, deep learning, MLOps and data engineering, responsible AI, and more.

Machine Learning 98

Machine Learning Data Science Artificial Intelligence Artificial Intelligence 98

ODSC - Open Data Science

MARCH 28, 2023

With considerations that include user experience, business impact, technical design, and risk management, it’s easy to get lost in the many priorities of building AI. And without adopting the right mindset and approach to responsible AI design, your organization risks a number of unintended consequences.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence AI 52

ODSC - Open Data Science

JULY 6, 2023

This has gotten so bad, that even lawyers at Amazon had to remind software engineers not to use ChatGPT to answer coding questions that could compromise their property rights as each input to the chatbot only teaches it more. This in itself is why calls for responsible AI have grown so rapidly in a global manner.

Generative AI 52

Generative AI Data Science AI AI 52

ODSC - Open Data Science

JANUARY 18, 2024

Data engineers will also work with data scientists to design and implement data pipelines; ensuring steady flows and minimal issues for data teams. They’ll also work with software engineers to ensure that the data infrastructure is scalable and reliable.

Data Science 52

Data Science ETL Data Scientist Software Engineer 52

John Snow Labs

SEPTEMBER 26, 2023

Itay Zitva, Software Engineering Team Lead (NLP) at Hyro and a speaker at the upcoming NLP Summit, remarks, “In the healthcare sector, I dedicate a significant amount of time to safeguarding our clients’ data. This encompasses evaluating application behavior in outlier scenarios and conducting stress tests.”

NLP 52

NLP Large Language Models LLM Data Scientist 52

Unite.AI

MAY 6, 2024

As an AI-powered Digital Engineering enterprise, Persistent has embraced GenAI to revolutionize various aspects of the software engineering lifecycle. This disruption within the IT industry not only presents challenges but also significant opportunities to reimagine business operations holistically.

Automation 147

Automation Generative AI Software Engineer Software Development 147

Chatbots Life

APRIL 19, 2024

They are followed by marketing and sales (42%), and customer service (40%); 64% expect it to confer a competitive advantage; By 2026, companies focusing on responsible AI could enhance business goal achievement and user acceptance by 50% ; Artificial intelligence disruption may increase global labor productivity by 1.5%-3.0%

Generative AI 52

Generative AI Software Engineer Chatbots Artificial Intelligence 52

AWS Machine Learning Blog

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. Using machine learning, AMI zAdviser monitors mainframe build, test and deploy functions across DevOps tool chains and then offers AI-led recommendations for continuous improvement.

DevOps 94

DevOps Generative AI Automation Software Development 94

AWS Machine Learning Blog

MAY 1, 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 through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 102

Chatbots Automation Machine Learning DevOps 102

Google Research AI blog

JUNE 22, 2023

Posted by Zalán Borsos, Research Software Engineer, and Marco Tagliasacchi, Senior Staff Research Scientist, Google Research The recent progress in generative AI unlocked the possibility of creating new content in several different domains, including text, vision and audio.

Responsible AI 98

Responsible AI Software Engineer Generative AI AI 98

AWS Machine Learning Blog

FEBRUARY 1, 2024

Randy has held a variety of positions in the technology space, ranging from software engineering to product management. He holds an MSEE from the University of Michigan, where he worked on computer vision for autonomous vehicles. He also holds an MBA from Colorado State University.

Generative AI 119

Generative AI Prompt Engineer Prompt Engineering AI 119

ODSC - Open Data Science

JANUARY 25, 2023

For now, this public registry contains reusable components that make it easier to work with Responsible AI, but new capabilities will continuously be added in the future. Bea Stollnitz is a developer advocate at Microsoft, focusing on Azure ML and other AI/ML technologies.

Machine Learning 59

Machine Learning Data Scientist ML Python 59

AWS Machine Learning Blog

SEPTEMBER 28, 2023

This layer serves as the cornerstone for secure, compliant, and agile consumption of FMs through the Generative AI Gateway, promoting responsible AI practices within the organization. When the user makes a request using the AI Gateway, it’s routed to Amazon Cognito to determine access for the client. He holds a B.S.

Generative AI 102

Generative AI Metadata AI AI 102

AWS Machine Learning Blog

JANUARY 4, 2024

Randy has held a variety of positions in the technology space, ranging from software engineering to product management. Enterprise Solutions Architect at AWS, experienced in Software Engineering, Enterprise Architecture, and AI/ML. In entered the Big Data space in 2013 and continues to explore that area.

Prompt Engineer 125

Prompt Engineer Prompt Engineering Generative AI LLM 125

Google Research AI blog

MAY 15, 2023

Posted by Candice Schumann, Software Engineer, and Gbolahan O. Olanubi, User Experience Researcher, Google Research Skin tone is an observable characteristic that is subjective, perceived differently by individuals (e.g., depending on their location or culture) and thus is complicated to annotate.

ML 109

ML Computer Vision Software Engineer Responsible AI 109

AWS Machine Learning Blog

MARCH 4, 2024

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

NLP 108

NLP LLM Prompt Engineer Prompt Engineering 108

ODSC - Open Data Science

JULY 19, 2023

Responsible AI: Though these form part of the regular Azure ML workspace, we now include these components as a step that can be reviewed by a human. This manual step can ensure that the developed model adheres to the responsible AI principles. These include: 1.

Machine Learning 52

Machine Learning Data Drift Data Science ML Engineer 52

TensorFlow

APRIL 4, 2023

Posted by Bhaktipriya Radharapu, Software Engineer, Google Research One of the key goals of Responsible AI is to develop software ethically and in a way that is responsive to the needs of society and takes into account the diverse viewpoints of users.

Responsible AI 54

Responsible AI Software Engineer UX Design Software Development 54

Snorkel AI

MARCH 2, 2023

From a software engineering perspective, machine-learning models, if you look at it in terms of the number of parameters and in terms of size, started out from the transformer models. So the application started to go from the pure software-engineering/machine-learning domain to industry and the sciences, essentially.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

From a software engineering perspective, machine-learning models, if you look at it in terms of the number of parameters and in terms of size, started out from the transformer models. So the application started to go from the pure software-engineering/machine-learning domain to industry and the sciences, essentially.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

ODSC - Open Data Science

FEBRUARY 8, 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. Data science — The discipline within the organization that makes data products.

AI Strategy 52

AI Strategy Data Scientist Data Science AI 52

The MLOps Blog

JUNE 27, 2023

This article by Samhita Alla, a software engineer and tech evangelist at Union.ai, provides a simplified walkthrough of the applications of Flyte in MLOps. You can integrate it with platforms like Feast and packages like PyTorch , TensorFlow , and Whylogs to do tasks for the whole model lifecycle.

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

Google Research AI blog

DECEMBER 6, 2022

Posted by Katja Filippova, Research Scientist, and Sebastian Ebert, Software Engineer, Google Research, Brain team Modern machine learning models that learn to solve a task by going through many examples can achieve stellar performance when evaluated on a test set, but sometimes they are right for the “wrong” reasons: they make correct predictions (..)

BERT 52

BERT Neural Network Software Engineer NLP 52

AWS Machine Learning Blog

FEBRUARY 8, 2023

About the Authors Mohan Gandhi is a Senior Software Engineer at AWS. He is currently focused on natural language processing, responsible AI, inference optimization and scaling ML across the enterprise. He has been with AWS for the last 10 years and has worked on various AWS services like EMR, EFA and RDS.

Machine Learning 80

Machine Learning Auto-complete ML Natural Language Processing 80

Towards AI

NOVEMBER 16, 2023

In this episode, they discussed the democratization of AI, advancements in AI-assisted coding, and the ethics of innovation. Paige also discussed the need for responsible AI development, the importance of careful product design around LLMs, the role of a product manager within AI research teams, and much more.

Large Language Models 111

Large Language Models AI AI Software Engineer 111

The MLOps Blog

MARCH 21, 2023

It would make sure that all development and deployment workflows use good software engineering practices. CI/CD lets your engineers add code and data to start automated development, testing, and deployment, depending on how your organization is set up. My Story DevOps Engineers Who they are? Model serving.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69