ODSC - Open Data Science

NOVEMBER 4, 2024

This post is meant to walk through some of the steps of how to take your LLMs to the next level, focusing on critical aspects like LLMOps, advanced prompt engineering, and cloud-based deployments. If you are happy with Anthropic’s Opus model and the prompt you wrote, great!

Prompt Engineering 52

Prompt Engineering Prompt Engineer BERT Large Language Models 52

ODSC - Open Data Science

FEBRUARY 16, 2024

Recently, we posted an in-depth article about the skills needed to get a job in prompt engineering. Now, what do prompt engineering job descriptions actually want you to do? Here are some common prompt engineering use cases that employers are looking for.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Chatbots 52

Marktechpost

JULY 4, 2023

What is prompt engineering? For developing any GPT-3 application, it is important to have a proper training prompt along with its design and content. Prompt is the text fed to the Large Language Model. Prompt engineering involves designing a prompt for a satisfactory response from the model.

Prompt Engineering 116

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 116

Heartbeat

APRIL 10, 2023

At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? The output produced by language models varies significantly with the prompt served. We’re committed to supporting and inspiring developers and engineers from all walks of life.

Prompt Engineering 83

Prompt Engineering Prompt Engineer OpenAI ChatGPT 83

ODSC - Open Data Science

JULY 31, 2023

With the explosion in user growth with AIs such as ChatGPT and Google’s Bard , prompt engineering is fast becoming better understood for its value. If you’re unfamiliar with the term, prompt engineering is a crucial technique for effectively utilizing text-based large language models (LLMs) like ChatGPT and Bard.

Prompt Engineering 52

Prompt Engineering Prompt Engineer LLM ChatGPT 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.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Natural Language Processing Artificial Intelligence 52

Heartbeat

AUGUST 25, 2023

Introduction Prompt Engineering is arguably the most critical aspect in harnessing the power of Large Language Models (LLMs) like ChatGPT. However; current prompt engineering workflows are incredibly tedious and cumbersome. Logging prompts and their outputs to .csv First install the package via pip.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Metadata 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. ChatGPT showed people what are the possibilities of NLP and AI in general.

Prompt Engineering 83

Prompt Engineering Prompt Engineer Large Language Models Explainability 83

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. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Responsible AI 52

ODSC - Open Data Science

AUGUST 24, 2023

That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success. 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.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science Data Scientist 52

ODSC - Open Data Science

SEPTEMBER 18, 2023

Getting started with natural language processing (NLP) is no exception, as you need to be savvy in machine learning, deep learning, language, and more. To get you started on your journey, we’ve released a new on-demand Introduction to NLP course. Here are some more details.

NLP 52

NLP Neural Network Deep Learning Large Language Models 52

ODSC - Open Data Science

DECEMBER 1, 2023

You’ll explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning. First you’ll delve into the history of NLP, with a focus on how Transformer architecture contributed to the creation of large language models (LLMs).

Data Science 52

Data Science DevOps Large Language Models Machine Learning 52

ODSC - Open Data Science

DECEMBER 19, 2023

All of this puts data scientists in high demand, and the job market is expected to grow rapidly in the coming years. Prompt Engineer Prompt engineers are in the wild west of AI. For those who might not know, prompts are pieces of text that provide instructions to the model on how to generate output.

AI Product Manager 96

AI Product Manager AI Product Management Prompt Engineer Prompt Engineering 96

Marktechpost

JUNE 8, 2024

Implement a data science and machine learning solution for AI in Microsoft Fabric This course covers the data science process in Microsoft Fabric, teaching how to train machine learning models, preprocess data, and manage models with MLflow.

Artificial Intelligence 126

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 126

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 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). At the recent NLP Summit, experts from academia and industry shared their insights. As the market for generative AI solutions is poised to hit $51.8

Large Language Models 52

Large Language Models NLP Metadata Data Scarcity 52

Towards AI

DECEMBER 28, 2023

GenAI I serve as the Principal Data Scientist at a prominent healthcare firm, where I lead a small team dedicated to addressing patient needs. Over the past 11 years in the field of data science, I’ve witnessed significant transformations. In 2023, we witnessed the substantial transformation of AI, marking it as the ‘year of AI.’

Large Language Models 105

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 105

Marktechpost

MAY 29, 2024

Participants will learn to implement machine learning workflows, process large data with accelerated tools, and deploy models for real-time analysis using NVIDIA’s tools and frameworks.

Neural Network 123

Neural Network Natural Language Processing Large Language Models Prompt Engineer 123

Unite.AI

JANUARY 25, 2024

Natural Language Processing (NLP), a field at the heart of understanding and processing human language, saw a significant increase in interest, with a 195% jump in engagement. This spike in NLP underscores its central role in the development and application of generative AI technologies.

Prompt Engineer 182

Prompt Engineer Prompt Engineering Generative AI NLP 182

Towards AI

AUGUST 6, 2024

NLP with Transformers introduces readers to transformer architecture for natural language processing, offering practical guidance on using Hugging Face for tasks like text classification. Generative AI on AWS by Chris Fregly and team demystifies generative AI integration into business, emphasizing model selection and deployment on AWS.

Large Language Models 106

Large Language Models Generative AI Natural Language Processing Prompt Engineer 106

Towards AI

MAY 30, 2024

Ken Jee, Head of Data Science and Podcast host (Ken’s Nearest Neighbors, Exponential Athlete) “For whoever interested in getting started with LLMs and all that comes with it, this is the book for you. The defacto manual for AI Engineering. NLP Scientist/ML Engineer “Books quickly get out of date in the ever evolving AI field.

Prompt Engineer 80

Prompt Engineer Prompt Engineering LLM AI 80

ODSC - Open Data Science

JULY 12, 2024

The fields of AI and data science are changing rapidly and ODSC West 2024 is evolving to ensure we keep you at the forefront of the industry with our all-new tracks, AI Agents , What’s Next in AI, and AI in Robotics , and our updated tracks NLP, NLU, and NLG , and Multimodal and Deep Learning , and LLMs and RAG.

Robotics 40

Robotics Deep Learning NLP Large Language Models 40

Snorkel AI

JUNE 23, 2023

This approach was less popular among our attendees from the wealthiest of corporations, who expressed similar levels of interest in fine-tuning with prompts and responses, fine-tuning with unstructured data, and prompt engineering.

Data Science 52

Data Science Large Language Models Categorization Machine Learning 52

ODSC - Open Data Science

NOVEMBER 8, 2023

In this blog, we’ll explore ten key aspects of building generative AI applications, including large language model basics, fine-tuning, and core NLP competencies. Prompt Engineering Another buzzword you’ve likely heard of lately, prompt engineering means designing inputs for LLMs once they’re developed.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

ODSC - Open Data Science

SEPTEMBER 13, 2024

Networking & Other Events As it is always a highlight and crowd-pleasure of ODSC conferences, the networking events during the week were well-deserved after long days of data science training sessions. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

Data Scientist 52

Data Scientist Data Science Large Language Models Machine Learning 52

ODSC - Open Data Science

FEBRUARY 6, 2024

NLP with GPT-4 and other LLMs: From Training to Deployment with Hugging Face and PyTorch Lightning Dr. Jon Krohn | Chief Data Scientist | Nebula.io Hear from one of the leading experts in Large Language Models, Dr. Jon Krohn | Chief Data Scientist | Nebula.io

Large Language Models 52

Large Language Models LLM Big Data Data Science 52

ODSC - Open Data Science

OCTOBER 26, 2023

ODSC West is less than a week away and we can’t wait to bring together some of the best and brightest minds in data science and AI to discuss generative AI, NLP, LLMs, machine learning, deep learning, responsible AI, and more. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

Data Science 52

Data Science Machine Learning Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

SEPTEMBER 13, 2023

Check out how this writer turned the data science process into a poem of his own! 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.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 52

ODSC - Open Data Science

OCTOBER 23, 2023

As large language models, generative AI, and prompt engineering have all taken center stage in the AI domain, the interests, demands, and skills required to forge ahead with one’s career have also changed. Traditionally, our NLP track has focused on the usual aspects of NLP, such as text analytics and sentiment analysis.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Data Science 52

ODSC - Open Data Science

MAY 1, 2023

If you want to learn more about this emerging dynamic, then be sure to check out our NLP track at ODSC East this May 9th to 11th where we’ll feature a number of sessions on large language models, generative AI, and more, such as “ MLOps in the Era of Generative AI ” by Yaron Haviv, Co-Founder & CTO of Iguazio.

Large Language Models 97

Large Language Models Data Scientist NLP Data Science 97

ODSC - Open Data Science

AUGUST 11, 2023

Learn from success stories of implementing self-service data analytics within large organizations that StoryIQ has partnered with. 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.

Data Scientist 98

Data Scientist Data Science Machine Learning Prompt Engineer 98

ODSC - Open Data Science

MAY 21, 2024

New Content The data science and AI fields change fast (not to mention LLMs), and it can be difficult to stay at the forefront of your field or industry. At ODSC Europe you’ll discover new applications for data science and AI from a wide range of industries, including Finance.

Data Science 52

Data Science Deep Learning Continuous Learning Machine Learning 52

ODSC - Open Data Science

SEPTEMBER 11, 2023

The emergence of non-traditional data sources and data science methods to integrate them with traditional data. 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.

Data Science 52

Data Science Data Scientist Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

MAY 13, 2024

In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock. It can be achieved through the use of proper guided prompts. There are many prompt engineering techniques.

Generative AI 129

Generative AI Prompt Engineer Prompt Engineering LLM 129

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.

Prompt Engineer 123

Prompt Engineer Prompt Engineering Large Language Models LLM 123

ODSC - Open Data Science

AUGUST 15, 2023

Advancements in data science and AI are coming at a lightning-fast pace. To help you stay ahead of the curve, ODSC APAC this August 22nd-23rd will feature expert-led training sessions in both data science fundamentals and cutting-edge tools and frameworks. Check out a few of them below.

Software Architect 52

Software Architect Data Scientist Data Science Machine Learning 52

ODSC - Open Data Science

JANUARY 4, 2024

AI-Powered Natural Language Queries for Knowledge Discovery Introducing UE5_documentalist — an intelligent documentation assistant powered by NLP. It allows developers to navigate Unreal Engine 5.1’s s documentation effortlessly using natural language queries.

Data Science 52

Data Science Large Language Models Artificial Intelligence LLM 52