Applying prompt engineering to improve data accuracy
NOVEMBER 11, 2024
In January 2023, engineers and AI specialists at Lowe’s decided to use OpenAI’s GPT-3.5 model to help address data quality discrepancies. Initial …
Prompt Engineering for Effective Interaction with ChatGPT
JUNE 16, 2023
Last Updated on June 16, 2023 With the explosion in popularity of generative AI in general and ChatGPT in particular, prompting has become an increasingly important skill for those in the world of AI.
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5 Jobs That Will Use Prompt Engineering in 2023
ODSC - Open Data Science
AUGUST 29, 2023
With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must. So we have to ask, what kind of job now and in the future will use prompt engineering as part of its core skill set?
Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock
AWS Machine Learning Blog
AUGUST 2, 2024
Solution overview We apply two methods to generate the first draft of an earnings call script for the new quarter using LLMs: Prompt engineering with few-shot learning – We use examples of the past earnings scripts with Anthropic Claude 3 Sonnet on Amazon Bedrock to generate an earnings call script for a new quarter.
Prompt Engineering Is Slowly Dying
Artificial Corner
SEPTEMBER 16, 2024
Pixabay OpenAI just released a new model and I have more reasons to believe that learning prompt engineering is becoming less relevant. I’m not saying prompt engineering is already dead (later in this article I explain why) but things have changed since OpenAI released ChatGPT in 2022. ” How is this possible?
Revolutionizing Human-Machine Interaction: The Emergence of Prompt Engineering
Towards AI
AUGUST 29, 2023
Last Updated on August 30, 2023 by Editorial Team Author(s): Dimitris Poulopoulos Originally published on Towards AI. Decoding the art and science of prompt engineering, the secret sauce for supercharging Large Language Models. This member-only story is on us. Upgrade to access all of Medium. First stop: Wikipedia.
5 Must-Have Skills to Get Into Prompt Engineering
ODSC - Open Data Science
OCTOBER 3, 2023
Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.
Best Free Prompt Engineering Resources (2023)
APRIL 4, 2023
0 Shares A state-of-the-art prompt optimizer called PromptPerfect is made to automatically improve prompts for large language models (LLMs), large …
A Data Scientist’s Guide to Prompt Engineering
Towards AI
APRIL 10, 2023
Last Updated on April 12, 2023 by Editorial Team Author(s): Supreet Kaur Originally published on Towards AI. It’s worth noting that prompt engineering plays a critical role in the success of training such models. Prompts are set of instructions that are given to the model to get a particular output.
Must-Have Prompt Engineering Skills for 2024
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.
Roadmap of Becoming a Prompt Engineer (2023)
MARCH 12, 2023
A prompt is a set of input text or instructions used to guide AI models like ChatGPT, DALLE-2, etc., toward generating desired outputs. In other …
Prompt Engineering AI for Modular Python Dashboard Creation
Towards AI
JUNE 29, 2023
Last Updated on July 4, 2023 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 to visualize global happiness data with Plotly This member-only story is on us. Effective, prompt engineering with AI can significantly speed up the Python coding process for complex data visualizations.
Learn Prompting 101: Prompt Engineering Course & Challenges
Towards AI
FEBRUARY 9, 2023
Last Updated on February 9, 2023 by Editorial Team Introduction The capabilities and accessibility of large language models (LLMs) are advancing rapidly, leading to widespread adoption and increasing human-AI interaction. This is prompt engineering.
Learn Prompting 101: Prompt Engineering Course & Challenges
Towards AI
FEBRUARY 9, 2023
Last Updated on February 12, 2023 by Editorial Team Introduction The capabilities and accessibility of large language models (LLMs) are advancing rapidly, leading to widespread adoption and increasing human-AI interaction. This is prompt engineering.
Generative Everything: An Exploration of Breakthroughs in 2023, Impacts, and Future Insights Across Industries with AI
Unite.AI
DECEMBER 27, 2023
Generative AI is an evolving field that has experienced significant growth and progress in 2023. Notable advancements in generative AI have emerged in 2023, including the emergence of generative language models, increased adoption by different sectors, and the rapid growth of generative AI tools.
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Making AI More Accessible With LLM Alignment, Prompt Engineering Skills, and a 2-for-1 ODSC West…
ODSC - Open Data Science
SEPTEMBER 28, 2023
5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models? The sale ends today!
Chatbot Conference Online 2023
Chatbots Life
AUGUST 31, 2023
The Chatbot Conference 2023 is just around the corner, and we’ve curated an experience that’s set to be more insightful and impactful than ever before. Date(s) : Nov 1st, 2nd & 3rd, 2023 - ? Holistic Curriculum : From Prompt Engineering to Knowledge Bases, we’ve got you covered. Event Highlights: - ?
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Prompt Engineering to Leverage In-Context Learning in Large Language Models
Towards AI
SEPTEMBER 6, 2023
Last Updated on September 7, 2023 by Editorial Team Author(s): Salvatore Raieli Originally published on Towards AI. How to modify your text prompt to obtain the best from an LLM without training This member-only story is on us. Upgrade to access all of Medium.
Evolving Trends in Prompt Engineering, a Primer to Scaling Pandas, and Enriching ERP with…
ODSC - Open Data Science
AUGUST 17, 2023
Evolving Trends in Prompt Engineering, a Primer to Scaling Pandas, and Enriching ERP with Generative AI Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices In this blog post, our objective is to illuminate the constantly evolving research around the LLMs space, including prompt engineering.
Adopting & Scaling AI, a Beginner’s Guide to Prompt Engineering, and Pretraining Large Language…
ODSC - Open Data Science
JULY 27, 2023
Adopting & Scaling AI, a Beginner’s Guide to Prompt Engineering, and Pretraining Large Language Models 5 Concerns Surrounding the Scaling and Adoption of AI From privacy and data security to job displacement and more, these are five concerns that people have about AI right now.
5 emerging tech job titles for 2023, and beyond
SEPTEMBER 5, 2023
Take prompt engineers as the perfect example. In today’s dynamic job market, opportunities abound for those with experience in AI, machine learning and blockchain technology. And for some already working within AI, their job titles didn’t even exist two years ago. Prior to the mass adoption of …
The Importance of Domain-Specific LLMs, Jobs in Prompt Engineering, and Our Data Primer Series
ODSC - Open Data Science
AUGUST 24, 2023
5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. With that comes the need for new skills and new strategies to get interviews.
Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI…
ODSC - Open Data Science
AUGUST 24, 2023
Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. This trainable custom model can then be progressively improved through a feedback loop as shown above.
AI News Weekly - Issue #348: Inside Google's Plans To Fix Healthcare With Generative AI - Aug 31st 2023
AI Weekly
AUGUST 31, 2023
zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% Tuesday to close at a record, after the chipmaker announced a partnership with Google that could expand distribution of its artificial intelligence technology. forbes.com The AI Financial Crisis Theory Demystified Rather than focusing on whether the U.S.
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Feature Store Architecture, the Year of Large Language Models, and the Top Virtual ODSC West 2023…
ODSC - Open Data Science
NOVEMBER 30, 2023
Feature Store Architecture, the Year of Large Language Models, and the Top Virtual ODSC West 2023 Sessions to Watch Feature Store Architecture and How to Build One Learn about the Feature Store Architecture and dive deep into advanced concepts and best practices for building a feature store.
20 Best ChatGPT Prompts for Social Media (September 2023)
Unite.AI
SEPTEMBER 5, 2023
The prompts listed above are designed to be versatile and customizable, allowing you to communicate your brand message effectively across various platforms. Just replace the bracketed sections with your specific information to tailor each prompt to your needs.
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Inside Low-Code LLM: Microsoft Research’s Novel Prompt Engineering Method Based on Human-LLM Interactions
Towards AI
MAY 1, 2023
Last Updated on May 2, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read.
2023: The Year of Large Language Models LLMs
Marktechpost
JANUARY 11, 2024
In 2023, the field of artificial intelligence witnessed significant advancements, particularly in the field of large language models. This article will delve into the noteworthy stories and launches in the AI sector during 2023, shedding light on the impact and trends that shape the future of this industry.
My Best AI Article of 2023: How to Be Ahead of 99% of ChatGPT Users
Artificial Corner
DECEMBER 26, 2023
Before the year ends, I’d like to share with all of you what I believe was my best article of 2023. This happens because we mostly use standard prompts that might help us get the job done once, but not all the time. We need to learn how to create high-quality prompts to get better results. Midjourney Hi! Hope you like it!
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Your guide to generative AI and ML at AWS re:Invent 2023
AWS Machine Learning Blog
NOVEMBER 22, 2023
Code talks – In this new session type for re:Invent 2023, code talks are similar to our popular chalk talk format, but instead of focusing on an architecture solution with whiteboarding, the speakers lead an interactive discussion featuring live coding or code samples. AWS DeepRacer Get ready to race with AWS DeepRacer at re:Invent 2023!
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Generative AI in Finance: FinGPT, BloombergGPT & Beyond
Unite.AI
SEPTEMBER 27, 2023
BloombergGPT & Economics of Generative AI In March 2023, Bloomberg showcased BloombergGPT. FINGPT FinGPT's Operations : Data Sourcing and Engineering : Data Acquisition : Uses data from reputable sources like Yahoo, Reuters, and more, FinGPT amalgamates a vast array of financial news, spanning US stocks to CN stocks.
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First Sessions Announced for ODSC APAC 2023
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.
A Deep Dive into Retrieval-Augmented Generation in LLM
Unite.AI
OCTOBER 2, 2023
pic.twitter.com/pyj8a9HWkB — OpenAI (@OpenAI) September 27, 2023 Currently available for Plus and Enterprise users, OpenAI plans to roll out this feature to all users soon. Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge.
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Mastering the Art of AI Prompts: 5 Techniques for Advanced Users
Unite.AI
JULY 22, 2024
A recent analysis of five million scientific studies published in 2023 found a rapid increase in certain words, such as meticulous, intricate, and commendable. And it’s only as effective as the prompts you give it. I recently asked ChatGPT how to develop your prompt engineering skills. The reason for this increase?
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AI News Weekly - Issue #349: AI chip startup d-Matrix raises $110 million with backing from Microsoft - Sep 7th 2023
AI Weekly
SEPTEMBER 7, 2023
CRAFT ChatGPT prompt writing method explained 6 ChatGPT prompt secrets to improve your writing How to write advance ChatGPT prompts What is prompt engineering and why does it matter? Less enthused about the autonomous servers, the Financial Times (FT) reported Sunday (Aug.
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MLOps Landscape in 2023: Top Tools and Platforms
The MLOps Blog
JUNE 27, 2023
As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.
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Information extraction with LLMs using Amazon SageMaker JumpStart
AWS Machine Learning Blog
MAY 7, 2024
This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain. Prompt engineering Prompt engineering enables you to instruct LLMs to generate suggestions, explanations, or completions of text in an interactive way.
Prodigy in 2023: LLMs, task routers, QA and plugins
Explosion
NOVEMBER 28, 2023
Throughout 2023, we have introduced support for Large Language Models (LLMs) through spacy-llm, added customizable task routing, expanded our QA features with inter-annotator agreement metrics, infused more interactivity into the UI, and shared several open-source Prodigy plug-ins with the community. are our biggest in almost two years.
Trending AI GitHub Repos: Week of October 16, 2023
ODSC - Open Data Science
OCTOBER 19, 2023
Prompt flow Prompt flow is a suite of development tools designed to streamline the end-to-end development cycle of LLM-based AI applications. If you’re interested in learning more about open-source software then you’ll want to join us at ODSC West 2023. Yes, you read that correctly.
Using Graphs for Feature Engineering, Prompt Fine-Tuning for Generative AI, and Confident Data…
ODSC - Open Data Science
SEPTEMBER 20, 2023
Adam Ross Nelson on Confident Data Science In this interview, we talk about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering. Get a chance to collaborate with our community/media partner team and support us with the organization of ODSC West 2023!
More Speakers Announced for ODSC APAC 2023
ODSC - Open Data Science
AUGUST 3, 2023
We couldn’t be more excited to announce that the Preliminary Schedule for ODSC APAC 2023 is now live. Take a deep dive into the expert speakers who will be joining us from around the world and the topics that they will be discussing here. In the meantime, grab a quick sneak peek below.
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The Top Large Language Models of 2023, 8 Python Libraries You Should be Using, and Why You Need an…
ODSC - Open Data Science
DECEMBER 28, 2023
The Top Large Language Models of 2023, 8 Python Libraries You Should be Using, and Why You Need an Observability Platform The Top Large Language Models Going Into 2024 Let’s explore the top large language models that made waves in 2023, and see why you should be using these LLMs in 2024.
Trending Data Engineering Topics, the Top AI News from 2023, and Mapping Out the Top Open-Source…
ODSC - Open Data Science
JANUARY 4, 2024
Trending Data Engineering Topics, the Top AI News from 2023, and Mapping Out the Top Open-Source LLM Frameworks 10 Data Engineering Topics and Trends You Need to Know in 2024 Let’s dive in and explore 10 data engineering trends that are expected to shape the industry in 2024 and beyond.
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Zero to Advanced Prompt Engineering with Langchain in Python
Unite.AI
AUGUST 4, 2023
In this article, we will delve deeper into these issues, exploring the advanced techniques of prompt engineering with Langchain, offering clear explanations, practical examples, and step-by-step instructions on how to implement them. Prompts play a crucial role in steering the behavior of a model.
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