Towards AI

MARCH 1, 2024

Prompt Engineering for Instruction – Tuned LLMs LLMs offer a revolutionary approach by enabling the execution of various tasks with a single prompt, streamlining the traditional workflow that involves developing and deploying separate models for distinct objectives.

Prompt Engineering 111

Prompt Engineering Prompt Engineer Natural Language Processing Machine Learning 111

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? For developing any GPT-3 application, it is important to have a proper training prompt along with its design and content.

Prompt Engineering 111

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 111

Towards AI

FEBRUARY 13, 2024

As a large language model, ChatGPT is built on a vast dataset of language examples, enabling it to understand and generate human-like text with remarkable accuracy. It requires an understanding of the subtleties of language and the AI’s processing abilities.

Prompt Engineering 105

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 105

Flipboard

MARCH 7, 2025

To achieve the desired accuracy, consistency, and efficiency, Verisk employed various techniques beyond just using FMs, including prompt engineering, retrieval augmented generation, and system design optimizations. Prompt optimization The change summary is different than showing differences in text between the two documents.

Generative AI 151

Generative AI Prompt Engineer Prompt Engineering Software Development 151

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. Prompt engineering is the process of coming up with the best possible sentence or piece of text to ask LLMs, such as ChatGPT, to get back the best possible response.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Explainability 98

AWS Machine Learning Blog

JANUARY 22, 2025

Converting free text to a structured query of event and time filters is a complex natural language processing (NLP) task that can be accomplished using FMs. Fine-tuning Train the FM on data relevant to the task. For our specific task, weve found prompt engineering sufficient to achieve the results we needed.

Prompt Engineer 105

Prompt Engineer Prompt Engineering Natural Language Processing Machine Learning 105

Towards AI

JUNE 29, 2023

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. Upgrade to access all of Medium.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Python AI 98

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 122

Large Language Models Natural Language Processing Deep Learning Prompt Engineering 122

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 122

Artificial Intelligence Artificial Intelligence Machine Learning Prompt Engineering 122

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.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science LLM 52

Marktechpost

MAY 29, 2024

Getting Started with Deep Learning This course teaches the fundamentals of deep learning through hands-on exercises in computer vision and natural language processing. Prompt Engineering with LLaMA-2 This course covers the prompt engineering techniques that enhance the capabilities of large language models (LLMs) like LLaMA-2.

Neural Network 91

Neural Network Natural Language Processing Large Language Models Deep Learning 91

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. Python, known for its simplicity and efficiency, remains a top choice in fields such as data science, AI, and web development.

Prompt Engineer 182

Prompt Engineer Prompt Engineering NLP Generative AI 182

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

Towards AI

AUGUST 6, 2024

Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these transformative technologies.

Large Language Models 119

Large Language Models Generative AI Natural Language Processing Prompt Engineering 119

IBM Journey to AI blog

FEBRUARY 13, 2024

They are now capable of natural language processing ( NLP ), grasping context and exhibiting elements of creativity. While advanced models can handle diverse data types, some excel at specific tasks, like text generation, information summary or image creation.

Generative AI 343

Generative AI AI AI Chatbots 343

AWS Machine Learning Blog

FEBRUARY 26, 2025

Scaling to handle 38 trillion data points Processing over 38 trillion data points is no small feat, but Pattern has risen to the challenge with a sophisticated scaling strategy. This setup allows Pattern to dynamically scale resources based on demand, providing optimal performance even during peak processing times.

Natural Language Processing 64

Natural Language Processing Prompt Engineer Prompt Engineering AI 64

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 Engineering Prompt Engineer 96

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 NLP 52

IBM Journey to AI blog

JULY 17, 2023

By supporting open-source frameworks and tools for code-based, automated and visual data science capabilities — all in a secure, trusted studio environment — we’re already seeing excitement from companies ready to use both foundation models and machine learning to accomplish key tasks.

Machine Learning 186

Machine Learning Metadata Automation AI 186

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 Machine Learning DevOps Large Language Models 52

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 64

Data Science Large Language Models Data Scientist Machine Learning 64

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 64

Data Science Large Language Models Data Scientist Machine Learning 64

ODSC - Open Data Science

SEPTEMBER 19, 2024

The Rise of Deepfakes and Automated Prompt Engineering: Navigating the Future of AI In this podcast recap with Dr. Julie Wall of the University of West London, we discuss two big topics in generative AI: deepfakes and automated prompted engineering.

Prompt Engineering 40

Prompt Engineering Prompt Engineer AI Automation Automation 40

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 Engineering 115

Prompt Engineering Prompt Engineer Large Language Models LLM 115

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 125

Generative AI Prompt Engineer Prompt Engineering LLM 125

ODSC - Open Data Science

JULY 3, 2023

Because of this, LLMs have a wide range of potential applications, including in the fields of natural language processing, machine translation, and text generation. The post-training alignment process results in improved performance on measures of factuality and adherence to a desired behavior.

Large Language Models 98

Large Language Models Data Science Natural Language Processing Prompt Engineer 98

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. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

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 Machine Learning Categorization 52

Towards AI

JANUARY 6, 2025

Artificial Intelligence graduate certificate by STANFORD SCHOOL OF ENGINEERING Artificial Intelligence graduate certificate; taught by Andrew Ng, and other eminent AI prodigies; is a popular course that dives deep into the principles and methodologies of AI and related fields.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Computer Vision Deep Learning 105

Flipboard

DECEMBER 6, 2023

Considering the nature of the time series dataset, Q4 also realized that it would have to continuously perform incremental pre-training as new data came in. This would have required a dedicated cross-disciplinary team with expertise in data science, machine learning, and domain knowledge.

Chatbots 168

Chatbots LLM Prompt Engineer Prompt Engineering 168

AWS Machine Learning Blog

SEPTEMBER 1, 2023

These teams are as follows: Advanced analytics team (data lake and data mesh) – Data engineers are responsible for preparing and ingesting data from multiple sources, building ETL (extract, transform, and load) pipelines to curate and catalog the data, and prepare the necessary historical data for the ML use cases.

Generative AI 122

Generative AI Prompt Engineer Prompt Engineering ML 122

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 Science Data Scientist Machine Learning 52

ODSC - Open Data Science

NOVEMBER 8, 2023

Prompt Engineering Another buzzword you’ve likely heard of lately, prompt engineering means designing inputs for LLMs once they’re developed. You can even fine-tune prompts to get exactly what you want. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

Generative AI 52

Generative AI Prompt Engineering Prompt Engineer LLM 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. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Data Science 52

Towards AI

OCTOBER 19, 2024

Model Attention: Helps us understand which parts of the input data the AI focuses on most. It’s particularly useful in natural language processing [3]. These massive models, from OpenAI and others, can process and generate human-like text, but understanding their decision-making process is far from straightforward [7].

Explainability 105

Explainability Explainable AI Natural Language Processing Prompt Engineer 105

AWS Machine Learning Blog

FEBRUARY 21, 2025

The concept of a compound AI system enables data scientists and ML engineers to design sophisticated generative AI systems consisting of multiple models and components. With a background in AI/ML, data science, and analytics, Yunfei helps customers adopt AWS services to deliver business results.

LLM 79

LLM AI AI Data Scientist 79

AWS Machine Learning Blog

JULY 3, 2024

We use prompt engineering to send our summarization instructions to the LLM. By reading data from S3, we avoid throttling issues usually encountered with Websockets when dealing with large payloads. Data Scientist with 8+ years of experience in Data Science and Machine Learning. Int J Nurs Stud.

Generative AI 122

Generative AI LLM Large Language Models Machine Learning 122