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.

Data Science 98

Data Science Data Scientist Machine Learning Prompt Engineer 98

Towards AI

MARCH 17, 2023

Last Updated on March 19, 2023 by Editorial Team Author(s): Nikola Nikolov Originally published on Towards AI. From fluent dialogue generation to text summarisation, and article generation, language models have made it extremely easy for anyone to build an NLP-powered product. Image generated with Stable Diffusion.

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NLP LLM Large Language Models Prompt Engineer 98

Towards AI

DECEMBER 28, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Sudhanshu Sharma Originally published on Towards AI. The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP).

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Large Language Models Natural Language Processing Deep Learning Prompt Engineer 122

AWS Machine Learning Blog

MARCH 4, 2024

However, when employing the use of traditional natural language processing (NLP) models, they found that these solutions struggled to fully understand the nuanced feedback found in open-ended survey responses. Traditional NLP methods will identify topics as “hardships,” “disappointed,” “kind staff,” and “get through tough times.”

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NLP Prompt Engineer Prompt Engineering LLM 135

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. Transformers and Advanced NLP Models : The introduction of transformer architectures revolutionized the NLP landscape.

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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. Prompt engineering Prompt engineering enables you to instruct LLMs to generate suggestions, explanations, or completions of text in an interactive way.

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Prompt Engineering Prompt Engineer Large Language Models LLM 120

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.

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Prompt Engineering Prompt Engineer Data Science Data Scientist 52

Towards AI

MARCH 4, 2023

Last Updated on March 4, 2023 by Editorial Team Author(s): Harshit Sharma Originally published on Towards AI. Pre-train, Prompt, and Predict — Part1 The 4 Paradigms in NLP (This is a multi-part series describing the prompting paradigm in NLP. That’s all for Part 1!!

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Neural Network NLP Prompt Engineering Prompt Engineer 98

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.

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Prompt Engineering Prompt Engineer Large Language Models Responsible AI 52

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 Engineering Prompt Engineer Large Language Models 126

AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). With Amazon Bedrock, you can integrate advanced NLP features, such as language understanding, text generation, and question answering, into your applications.

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NLP Python Generative AI Machine Learning 117

Unite.AI

JUNE 11, 2024

They can use machine learning (ML), natural language processing (NLP) and generative models for pattern recognition, predictive analysis, information seeking, or collaborative brainstorming. For instance, in 2023, companies took 277 days on average to respond to a data breach. Forensic analysts can use AI in several ways.

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NLP Automation AI Algorithm 147

ODSC - Open Data Science

AUGUST 21, 2023

Though some positions may require extensive training and understanding of fields such as math, NLP , machine learning principles, and more, others seem to only require a fundamental understanding of AI with a greater emphasis on creativity. So it’s no wonder that the company is in search of a data scientist to specialize in NLP.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 98

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.

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Large Language Models LLM Prompt Engineer Prompt Engineering 78

Ehud Reiter

AUGUST 25, 2024

Many people in NLP seem to think that you need to work with the latest and trendiest technology in order to be relevant, both in research and in applications. At the time, the latest and trendiest NLP technology was LSTM (and variants such as biLSTM). LSTMs worked very well in lots of areas of NLP, including machine translation.

BERT 135

BERT NLP Natural Language Processing Prompt Engineer 135

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 Engineering Prompt Engineer Large Language Models 111

Marktechpost

AUGUST 13, 2023

Speech Recognition is one of the recently developed techniques in the NLP domain. Transformers in NLP also played a major role in implementing this model. Prompt engineers and many researchers also found that the model could update over the upcoming weeks in terms of speed, accuracy, and good F1 score.

AI Modeling 98

AI Modeling Large Language Models Prompt Engineer Prompt Engineering 98

John Snow Labs

OCTOBER 16, 2023

The recent NLP Summit served as a vibrant platform for experts to delve into the many opportunities and also challenges presented by large language models (LLMs). McKinsey & Company’s findings underscore 2023 as a landmark year for generative AI, hinting at the transformative wave ahead.

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Large Language Models NLP Metadata Data Scarcity 52

Towards AI

MAY 12, 2023

Last Updated on May 16, 2023 by Editorial Team Author(s): Evgeniya Sukhodolskaya Originally published on Towards AI. The prospect seems likely since LLMs can handle text classification, machine translation, and other NLP-related tasks in a zero-shot manner with impressive quality. Who outperforms text classification?

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Prompt Engineer Prompt Engineering Large Language Models NLP 98

Marktechpost

JUNE 24, 2024

The study also identified four essential skills for effectively interacting with and leveraging ChatGPT: prompt engineering, critical evaluation of AI outputs, collaborative interaction with AI, and continuous learning about AI capabilities and limitations. After filtering and processing, 616,073 tweets were analyzed.

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ChatGPT Generative AI BERT NLP 113

IBM Journey to AI blog

JULY 17, 2023

These encoder-only architecture models are fast and effective for many enterprise NLP tasks, such as classifying customer feedback and extracting information from large documents. 1 When comparing published 2023 list prices normalized for VPC hours of watsonx.data to several major cloud data warehouse vendors.

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Machine Learning Metadata Automation AI 186

deepsense.ai

FEBRUARY 6, 2024

Fortunately, in 2023 we underwent a minor revolution in the task of image segmentation. Prompt engineering : the provided prompt plays a crucial role, especially when dealing with compound nouns. By using “car lamp” as a prompt, we are very likely to detect cars instead of car lamps. Source: own study.

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Prompt Engineer Prompt Engineering NLP Computer Vision 105

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. Unlocking the vast potential of LLMs in NLP will trigger innovative ideas and is expected to disrupt and radically transform the technology and business landscape in the coming days. In the meantime, grab a quick sneak peek below.

Data Science 52

Data Science Large Language Models Data Scientist Prompt Engineer 52

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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Data Science Large Language Models LLM Artificial Intelligence 52

ODSC - Open Data Science

SEPTEMBER 26, 2023

At ODSC West 2023 , you’ll find an unprecedented breadth and depth of content, with hands-on training sessions on the latest advances in Generative AI, LLMs, Prompt Engineering, Machine Learning, Deep Learning, MLOps, Data Engineering, and much, much more. Ready to join us at ODSC West 2023? What’s next?

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Data Science Data Scientist Continuous Learning Machine Learning 52

ODSC - Open Data Science

SEPTEMBER 11, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Jayachandran Ramachandran | SVP & Head of AI Labs | Course5 Intelligence Ltd This session comprehensively covers current challenges and solutions across various dimensions for the adoption of LLMs at the enterprise scale.

Data Science 52

Data Science Data Scientist Prompt Engineer Prompt Engineering 52

Snorkel AI

MAY 4, 2023

Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023. Enterprise use cases: predictive AI, generative AI, NLP, computer vision, conversational AI. The post Use your data to build your AI moat: The Future of Data-Centric AI 2023 appeared first on Snorkel AI.

Computer Vision 52

Computer Vision Large Language Models Natural Language Processing AI 52

Snorkel AI

MAY 4, 2023

Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023. Enterprise use cases: predictive AI, generative AI, NLP, computer vision, conversational AI. The post Use your data to build your AI moat: The Future of Data-Centric AI 2023 appeared first on Snorkel AI.

Computer Vision 52

Computer Vision Large Language Models Natural Language Processing AI 52

ODSC - Open Data Science

AUGUST 15, 2023

More confirmed sessions include Introduction to Large Lange Models (LLMs) | ODSC Instructor Introduction to Data Course | Sheamus McGovern | CEO and Software Architect, Data Engineer, and AI expert | ODSC Advanced NLP: Deep Learning and Transfer Learning for Natural Language Processing | Dipanjan (DJ) Sarkar | Lead Data Scientist | Google Developer (..)

Software Architect 52

Software Architect Data Science Data Scientist Machine Learning 52

ODSC - Open Data Science

SEPTEMBER 13, 2023

What It’s Like to Be a Prompt Engineer Prompt engineers work closely with other engineers, scientists, and product managers to ensure that LLMs are accurate, reliable, and scalable. Whether you’re into machine learning, NLP, or data science, this discussion is a must-watch for anyone navigating the AI landscape.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Scientist Machine Learning 52

The MLOps Blog

FEBRUARY 15, 2024

TL;DR In 2023, the tech industry saw waves of layoffs, which will likely continue into 2024. Due to the rise of LLMs and the shift towards pre-trained models and prompt engineering, specialists in traditional NLP approaches are particularly at risk. Are LLMs entirely overtaking AI and natural language processing (NLP)?

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NLP Natural Language Processing Data Scientist Software Engineer 59

AWS Machine Learning Blog

OCTOBER 31, 2023

In early 2023, when Schneider Electric decided to automate part of its accounts linking process using artificial intelligence (AI), the company partnered with the AWS Machine Learning Solutions Lab (MLSL). The Flan-T5 models are instruction-tuned and therefore are capable of performing various zero-shot NLP tasks.

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LLM Large Language Models Machine Learning ML 129

Towards AI

AUGUST 1, 2023

Last Updated on August 2, 2023 by Editorial Team Author(s): Abhishek Originally published on Towards AI. You may not need to spend time in NLP at that point. Zero Hype: If, everyone is learning LLM and Chatgpt and making millions overnight using Prompt engineering kinda stuff around you.

Data Scientist 98

Data Scientist Data Science ML Prompt Engineer 98

AWS Machine Learning Blog

DECEMBER 14, 2023

The evolution continued in April 2023 with the introduction of Amazon Bedrock , a fully managed service offering access to cutting-edge foundation models, including Stable Diffusion, through a convenient API. This technique is particularly useful for knowledge-intensive natural language processing (NLP) tasks.

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Natural Language Processing Prompt Engineer Prompt Engineering LLM 119

How to Learn Machine Learning

JULY 20, 2024

Generative AI solutions gained popularity with the launch of ChatGPT, developed by OpenAI, in 2023. Supported by Natural Language Processing (NLP), Large language modules (LLMs), and Machine Learning (ML), Generative AI can evaluate and create extensive images and texts to assist users. dollars, nearly double the size of 2022.

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Generative AI Machine Learning Deep Learning Natural Language Processing 64

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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Prompt Engineering Prompt Engineer Python NLP 245

Unite.AI

JUNE 13, 2024

DSPy's modular design and advanced optimizers allow for efficient and effective integration of various language models, making it a valuable tool for anyone working in the field of NLP and AI. import dspy # Configure the LM and RM turbo = dspy.OpenAI(model='gpt-3.5-turbo')

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