ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

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Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

Artificial Corner

JULY 7, 2023

One of the key aspects of NLP is prompt engineering, a skill that is becoming increasingly important in the AI field. This blog post will serve as a comprehensive guide to prompt engineering, helping you understand its importance, how it works, and how to effectively use it. What is Prompt Engineering?

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Prompt Engineer Prompt Engineering NLP Explainability 82

Towards AI

OCTOBER 19, 2024

Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives. What is Explainability AI (XAI)? It’s particularly useful in natural language processing [3].

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Explainability Explainable AI Natural Language Processing Prompt Engineer 100

Towards AI

APRIL 10, 2023

Photo by Unsplash.com The launch of ChatGPT has sparked significant interest in generative AI, and people are becoming more familiar with the ins and outs of large language models. It’s worth noting that prompt engineering plays a critical role in the success of training such models.

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Prompt Engineer Prompt Engineering Data Scientist Natural Language Processing 86

Heartbeat

APRIL 10, 2023

At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? While users initially experimented with different commands on their own, they began to push the limits of the language model’s capabilities day by day, producing more and more surprising outputs each time.

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AWS Machine Learning Blog

AUGUST 2, 2024

On the other hand, generative artificial intelligence (AI) models can learn these templates and produce coherent scripts when fed with quarterly financial data. Use clear and concise language to explain financial performance and business developments.

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Prompt Engineer Prompt Engineering LLM Generative AI 123

Marktechpost

JULY 4, 2023

One of the key advantages of large language models is that they can quickly produce good-quality text conveniently and at scale. What is prompt engineering? Talking specifically about GPT-3, it is the closest model that has reached how a human being thinks and converses. Prompt is the text fed to the Large Language Model.

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Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 116

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

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Prompt Engineer Prompt Engineering LLM Data Science 52

Artificial Corner

AUGUST 3, 2023

Prompt engineering in under 10 minutes — theory, examples and prompting on autopilot Master the science and art of communicating with AI. ChatGPT showed people what are the possibilities of NLP and AI in general. While AI models can enhance productivity and save precious time, their effective use is crucial.

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Prompt Engineer Prompt Engineering Large Language Models Explainability 83

AI News

NOVEMBER 13, 2024

Business Analyst: Digital Director for AI and Data Science Business Analyst: Digital Director for AI and Data Science is a course designed for business analysts and professionals explaining how to define requirements for data science and artificial intelligence projects.

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Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 224

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

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Prompt Engineer Prompt Engineering Computer Vision Machine Learning 109

Heartbeat

FEBRUARY 27, 2024

In an increasingly interconnected and diverse world where communication transcends language barriers, the ability to communicate effectively with AI models in different languages is a vital tool. This article discusses the difficulties that multilingual prompt engineering encounters and solutions to those difficulties.

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Prompt Engineer Prompt Engineering Robotics Deep Learning 40

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It

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Large Language Models Big Data Explainability ETL 270

Unite.AI

SEPTEMBER 3, 2024

Can you explain the motivation behind creating the “Conversation Practice” feature? How does the AI-powered simulation in “Conversation Practice” work, and what types of real-life workplace conversations can users expect to practice? Why do you believe it's crucial for today's workforce?

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Prompt Engineer Prompt Engineering Software Engineer AI Modeling 147

Towards AI

JULY 27, 2024

Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. Dedicated to safety and security It is a well-known fact that Anthropic prioritizes responsible AI development the most, and it is clearly seen in Claude’s design.

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ChatGPT Prompt Engineer Prompt Engineering Explainability 105

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

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ChatGPT Prompt Engineer Prompt Engineering Large Language Models 105

Marktechpost

APRIL 28, 2024

AI Foundations for Everyone Specialization This course by IBM has been designed to provide a solid understanding of what AI is and its applications across various industries. It also covers topics like generative AI and its applications, as well as prompt engineering.

Artificial Intelligence 111

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 111

AWS Machine Learning Blog

SEPTEMBER 5, 2024

As generative artificial intelligence (AI) continues to revolutionize every industry, the importance of effective prompt optimization through prompt engineering techniques has become key to efficiently balancing the quality of outputs, response time, and costs. The prompt is better if containing examples. -

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Prompt Engineer Prompt Engineering LLM Generative AI 129

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. Another major company which takes its responsibilities for ethical AI seriously is Bosch.

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OpenAI Prompt Engineer Prompt Engineering Responsible AI 283

ODSC - Open Data Science

NOVEMBER 20, 2024

This approach, he noted, applies equally to leveraging AI in areas like data management, marketing, and customer service. Right now, effective prompt engineering requires a careful balance of clarity, specificity, and contextual understanding to get the most useful responses from an AI model.

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Generative AI Prompt Engineer Prompt Engineering Data Quality 40

John Snow Labs

SEPTEMBER 26, 2024

Advanced prompt engineering to refine criteria for paper inclusion and exclusion. Traceability and explainability features to ensure transparency and accountability in the results. The tool offers: Keyword-based search across public biomedical databases.

Automation 52

Automation Prompt Engineer Prompt Engineering Explainability 52

Towards AI

NOVEMBER 7, 2024

This week, we are diving into some very interesting resources on the AI ‘black box problem’, interpretability, and AI decision-making. Parallely, we also dive into Anthropic’s new framework for assessing the risk of AI models sabotaging human efforts to control and evaluate them. Enjoy the read!

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Unite.AI

AUGUST 30, 2024

What differentiates OctoStack from other AI deployment solutions available in the market today? OctoStack is the industry's first complete technology stack designed specifically for serving generative AI models anywhere. Can you explain the advantages of deploying AI models in a private environment using OctoStack?

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ML Prompt Engineer Prompt Engineering Generative AI 162

Marktechpost

MAY 30, 2024

Google plays a crucial role in advancing AI by developing cutting-edge technologies and tools like TensorFlow, Vertex AI, and BERT. Its AI courses provide valuable knowledge and hands-on experience, helping learners build and optimize AI models, understand advanced AI concepts, and apply AI solutions to real-world problems.

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Artificial Intelligence Artificial Intelligence BERT Computer Vision 132

Pickl AI

SEPTEMBER 19, 2024

Summary: Explore the importance of prompt tuning in enhancing AI model performance. This article covers key techniques, including manual design and adaptive tuning, to optimise prompts for accurate and efficient AI outputs. As AI models become more sophisticated, optimising their performance is crucial.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 52

IBM Journey to AI blog

MAY 13, 2024

Different models can have varied implications for fairness, privacy and compliance. A broad selection allows businesses to navigate this complex terrain and choose models that meet legal and ethical standards. Test model options : Conduct tests to see if the model performs as expected under conditions that mimic real-world scenarios.

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Generative AI AI AI Prompt Engineer 245

IBM Journey to AI blog

SEPTEMBER 28, 2023

Building transparency into IBM-developed AI models To date, many available AI models lack information about data provenance, testing and safety or performance parameters. It can also help autocomplete code, modify code and explain code snippets in natural language. Users of third-party models in watsonx.ai

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Generative AI Large Language Models AI AI 250

AWS Machine Learning Blog

NOVEMBER 15, 2024

At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle. What constitutes responsible AI is continually evolving. This is a powerful method to reduce hallucinations.

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ODSC - Open Data Science

DECEMBER 19, 2023

This is emphasized by the fact that many AI-focused companies are now actively hiring for remote positions, giving job seekers the flexibility to work from anywhere. So let’s check out some of the top remote AI jobs for pros to look out for in 2024. Prompt Engineer Prompt engineers are in the wild west of AI.

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AI Product Manager AI Product Management Prompt Engineer Prompt Engineering 96

Mlearning.ai

JANUARY 17, 2024

95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc. If classic AI is the wise owl, generative AI is the wiser owl with a paintbrush and a knack for writing. Classic AI models are usually focused on a single task.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

AWS Machine Learning Blog

JUNE 25, 2024

Model generalization Benefits from exposure to diverse text genres and domains during pre-training, enhancing generalization to new tasks. Operational efficiency Uses prompt engineering, reducing the need for extensive fine-tuning when new categories are introduced. We provide a prompt example for feedback categorization.

Automation 119

Automation Prompt Engineer Prompt Engineering Categorization 119

Towards AI

MAY 30, 2024

This book was an incredible guide of how to leverage cutting edge AI models and libraries to build robust tools that minimize the pitfalls of the current technology. It starts from explaining what an LLM is in simpler terms, and takes you through a brief history of time in NLP to the most current state of technology in AI.

Prompt Engineer 83

Prompt Engineer Prompt Engineering LLM AI 83

Unite.AI

OCTOBER 5, 2023

Understanding the Persona Concept A ChatGPT persona is, in essence, a predefined character or role assigned to the AI model to guide its interactions. Think of it as giving the AI a ‘role' in a play – it could be a jovial friend, a stern teacher, or, in our case, a seasoned business strategist.

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ODSC - Open Data Science

NOVEMBER 19, 2024

Introduction to Containers for Data Science / Data Engineering with Michael A. Fudge’s AI slides introduced participants to using containers in data science and engineering workflows. This session provided insights into creating systems that combine the strengths of multiple AI models for increased robustness and adaptability.

Deep Learning 52

Deep Learning Data Science Neural Network BERT 52

Towards AI

SEPTEMBER 22, 2023

One example is prompt engineering. Prompt engineering has proved to be very useful. Some people foresaw the emergence of prompt engineer as a new title. Is this the future of the ML engineer? Let’s think about why prompt engineering has been developed.

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Prompt Engineer Prompt Engineering LLM ML Engineer 59

Unite.AI

SEPTEMBER 15, 2023

The ability to tailor the user experience elevates the perceived value and utility of the AI system. Generalized AI models, while effective, might not delve deep enough into niche subjects. By carefully designing the initial prompt or set of instructions, one can set the tone and behavior for the AI.

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Towards AI

FEBRUARY 15, 2023

This week we published a new blog Learn Prompting 101: Prompt Engineering Course & Challenges as a summary of Prompt Engineering and how to talk to LLMs and get the most out of them. This forms an introduction to the comprehensive open-source Learn Prompting course that we have contributed to.

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Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 86