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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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!

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Prompt Engineer Prompt Engineering LLM Data Scientist 52

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.

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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.

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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.

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Large Language Models Prompt Engineer Prompt Engineering LLM 123

Towards AI

SEPTEMBER 10, 2023

Last Updated on September 11, 2023 by Editorial Team Author(s): Aashish Nair Originally published on Towards AI. Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium.

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LLM Prompt Engineer Prompt Engineering Large Language Models 119

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.

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Prompt Engineer Prompt Engineering LLM Large Language Models 92

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. Various prompting techniques, such as Zero/Few Shot, Chain-of-Thought (CoT)/Self-Consistency, ReAct, etc.

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Prompt Engineer Prompt Engineering Large Language Models Responsible AI 52

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.

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Towards AI

SEPTEMBER 10, 2023

Last Updated on September 12, 2023 by Editorial Team Author(s): Aashish Nair Originally published on Towards AI. Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium.

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LLM Prompt Engineer Prompt Engineering Large Language Models 97

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. In addition, we’ll discuss a variety of tools that form the modern LLM application development stack.

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Marktechpost

AUGUST 10, 2024

Despite this, LLMs’ use in requirement engineering has gradually increased, driven by advancements in contextual analysis and reasoning through prompt engineering and Chain-of-Thought techniques. The field of LLM-based agents lacks standardized benchmarks, impeding effective performance evaluation.

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Software Engineer LLM Large Language Models Categorization 115

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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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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Chatbots Prompt Engineer Prompt Engineering ChatGPT 97

ODSC - Open Data Science

DECEMBER 21, 2023

Your Guide to Starting With RAG for LLM-Powered Applications In this post, we take a closer look at how RAG has emerged as the ideal starting point when it comes to designing enterprise LLM-powered applications. RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application? Grab your tickets for 70% off by Friday!

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LLM Prompt Engineer Prompt Engineering Data Science 98

Unite.AI

SEPTEMBER 27, 2023

Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Unite.AI

OCTOBER 19, 2023

” Source The above timeline highlights major GenAI advancements from 2020 to 2023. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones. Avoiding content rules.

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Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 277

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. For example, as of v1.14.0

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Large Language Models LLM Prompt Engineer Prompt Engineering 78

Unite.AI

JULY 22, 2024

The use of l arge language models (LLMs) like ChatGPT is exploding across industries. A recent analysis of five million scientific studies published in 2023 found a rapid increase in certain words, such as meticulous, intricate, and commendable. The use of LLMs. And it’s only as effective as the prompts you give it.

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Unite.AI

JUNE 13, 2024

BootstrapFinetune : Distills a prompt-based DSPy program into weight updates for smaller LMs, allowing you to fine-tune the underlying LLM(s) for enhanced efficiency. The post Optimize LLM with DSPy : A Step-by-Step Guide to build, optimize, and evaluate AI systems appeared first on Unite.AI.

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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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Snorkel AI

AUGUST 9, 2023

However, as enterprises begin to look beyond proof-of-concept demos and toward deploying LLM-powered applications on business-critical use cases, they’re learning that these models (often appropriately called “ foundation models ”) are truly foundations, rather than the entire house. is currently the state-of-the-art LLM. Handcrafted.

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Snorkel AI

AUGUST 9, 2023

However, as enterprises begin to look beyond proof-of-concept demos and toward deploying LLM-powered applications on business-critical use cases, they’re learning that these models (often appropriately called “ foundation models ”) are truly foundations, rather than the entire house. is currently the state-of-the-art LLM. Handcrafted.

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LLM Prompt Engineer Prompt Engineering Artificial Intelligence 52

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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ML Generative AI Prompt Engineer Prompt Engineering 126

deepsense.ai

NOVEMBER 9, 2024

On the other hand, the more demanding the task – the higher the risk of LLM hallucinations. In this article, you’ll find: what the problem with hallucination is, which techniques we use to reduce them, how to measure hallucinations using methods such as LLM-as-a-judge tips and tricks from my experience as an experienced data scientist.

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Prompt Engineer Prompt Engineering LLM ChatGPT 59

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. AutoGen AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.

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Prompt Engineer Prompt Engineering Data Science LLM 52

Towards AI

AUGUST 31, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. A good prompt can generate great results whereas a bad prompt can spoil the experience.

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OpenAI Prompt Engineer Prompt Engineering LLM 108

Towards AI

DECEMBER 28, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Sudhanshu Sharma Originally published on Towards AI. In 2023, we witnessed the substantial transformation of AI, marking it as the ‘year of AI.’ LLMs can perform many types of language tasks, such as translating languages, analyzing sentiments, chatbot conversations etc.

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Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 108

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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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!

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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. We also examine the uplift from fine-tuning an LLM for a specific extractive task.

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Prompt Engineer Prompt Engineering Large Language Models LLM 114

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. What is LLM distillation? How does LLM distillation work?

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LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. What is LLM distillation? How does LLM distillation work?

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LLM Data Scientist Neural Network Data Science 52

IBM Journey to AI blog

JULY 23, 2024

In the accompanying launch announcement, Meta stated that “[their] goal in the near future is to make Llama 3 multilingual and multimodal, have longer context, and continue to improve overall performance across LLM capabilities such as reasoning and coding.” ” Today’s launch of Llama 3.1 Likewise, Llama 3.1

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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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Metadata Machine Learning Data Scientist Data Quality 134

Unite.AI

JANUARY 31, 2024

A 2023 study by Zippia found that 88% of customers prefer voice calls with a live agent instead of navigating an automated phone menu. Cue the arrival of dozens of AI startups hoping to solve the voice-based conversational agent problem simply by selecting, and then connecting, off-the-shelf ASR and TTS modules to an LLM core.

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AWS Machine Learning Blog

JULY 3, 2024

The system is built upon Amazon Bedrock and leverages LLM capabilities to generate curated medical content for disease awareness. This is accomplished through an automated revision functionality, which allows the user to interact and send instructions and comments directly to the LLM via an interactive feedback loop.

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