Analytics Vidhya

APRIL 25, 2024

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! Join us as we delve into the […] The post Implementing Query2Model: Simplifying Machine Learning appeared first on Analytics Vidhya.

Machine Learning 315

Machine Learning Natural Language Processing AI Modeling Prompt Engineering 315

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree. Venture capitalists are pouring funds into startups focusing on prompt engineering, like Vellum AI.

Prompt Engineering 246

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 246

Flipboard

MARCH 5, 2025

In todays column, I showcase a vital new prompting technique known as atom-of-thoughts (AoT) that adds to the ongoing and ever-expanding list of prompt engineering best practices. Readers might recall that I previously posted an in-depth depiction of over fifty prompt engineering techniques and

Prompt Engineering 172

Prompt Engineering Prompt Engineer Generative AI Artificial Intelligence 172

AWS Machine Learning Blog

JANUARY 27, 2025

Although these models are powerful tools for creative expression, their effectiveness relies heavily on how well users can communicate their vision through prompts. This post dives deep into prompt engineering for both Nova Canvas and Nova Reel.

Prompt Engineering 106

Prompt Engineering Prompt Engineer Generative AI Software Engineer 106

Analytics Vidhya

MAY 4, 2023

TCS’s […] The post TCS Plans GPT-Like AI Solution for Coding, Paving the Way for Prompt Engineers appeared first on Analytics Vidhya. N Ganapathy Subramaniam, the company’s chief operating officer, has disclosed that TCS has been creating solutions that experiment with automation for over 20 years.

Prompt Engineering 223

Prompt Engineering Prompt Engineer AI Tools Automation 223

Flipboard

JUNE 6, 2023

Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called problem formulation — the ability to identify, analyze, and delineate problems.

Prompt Engineering 172

Prompt Engineering Prompt Engineer AI AI 172

Flipboard

JUNE 23, 2023

WIth the explosive rise of generative AI in the past half a year, prompt engineering is the exciting new career that's growing along with it. If you …

Prompt Engineering 178

Prompt Engineering Prompt Engineer Generative AI AI 178

Flipboard

MAY 16, 2023

Whether or not AI lives up to the hype surrounding it will largely depend on good prompt engineering. Prompt engineering is the key to unlocking useful — and usable — outputs from generative AI, such as ChatGPT or its image-making counterpart DALL-E. These AI tools use natural language processing so …

Prompt Engineering 174

Prompt Engineering Prompt Engineer Natural Language Processing OpenAI 174

Flipboard

MARCH 14, 2025

How prompt evaluation with a systematic approach composed of algorithmic testing with input/output data fixtures can make prompt engineering for complex AI tasks more reliable.

Prompt Engineering 142

Prompt Engineering Prompt Engineer LLM Algorithm 142

Flipboard

FEBRUARY 4, 2025

In todays column, I showcase a prompt engineering technique that I refer to as conversational-amplified prompt engineering (CAPE). Some also use the shorter moniker of conversational prompt engineering (CPE) though that is a bit confusing since it has a multitude of other meanings. In any case,

Prompt Engineering 138

Prompt Engineering Prompt Engineer Generative AI AI 138

Towards AI

MARCH 10, 2025

Like it or not, this is our new reality, my goal is to help you navigate it and become an AI-empowered prompt engineer. So, in this article, well explore how implementing prompt engineering can drive scalable growth by generating creative, personalized, and data-driven… Read the full blog for free on Medium.

Prompt Engineering 65

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 65

Flipboard

MARCH 1, 2025

In todays column, I identify and showcase a new prompting approach that serves to best make use of multi-agentic AI. The deal is this. We are increasingly going to witness the advent of agentic AI, consisting of generative AI and large language models (LLMs) that perform a series of indicated

Prompt Engineering 168

Prompt Engineering Prompt Engineer Large Language Models Generative AI 168

Marktechpost

MAY 10, 2024

Still, it was only in 2014 that generative adversarial networks (GANs) were introduced, a type of Machine Learning (ML) algorithm that allowed generative AI to finally create authentic images, videos, and audio of real people. The main reason for that is the need for prompt engineering skills.

Prompt Engineering 138

Prompt Engineering Prompt Engineer Large Language Models Generative AI 138

Marktechpost

MARCH 30, 2024

However, to get the best results from ChatGPT, one must master the art of prompt engineering. Crafting precise and effective prompts is crucial in guiding ChatGPT in generating the desired outputs. This predictive capability is harnessed through prompt engineering, where the prompts guide the model’s predictions.

Prompt Engineering 126

Prompt Engineering Prompt Engineer ChatGPT Machine Learning 126

Marktechpost

MARCH 5, 2025

A task-specific LLM enhances predictions through prompt engineering and RAG. Prompting includes zero-shot or few-shot learning with chain-of-thought reasoning, while RAG retrieves relevant knowledge via semantic embeddings and HNSW indexing.

Large Language Models 78

Large Language Models LLM Machine Learning Prompt Engineer 78

Flipboard

DECEMBER 18, 2023

With the world abuzz with generative AI, prompt engineers are in demand -- huge demand. But there's a big problem: availability. More than a decade …

Prompt Engineering 167

Prompt Engineering Prompt Engineer Data Scientist Generative AI 167

Flipboard

JANUARY 22, 2025

This paper presents a study on the integration of domain-specific knowledge in prompt engineering to enhance the performance of large language models (LLMs) in scientific domains. The proposed domain-knowledge embedded prompt engineering method.

Prompt Engineering 122

Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 122

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 131

Prompt Engineering Prompt Engineer LLM Generative AI 131

Towards AI

APRIL 23, 2024

Prompt Engineering for Instruction-Tuned LLMs One of the compelling aspects of utilizing a large language model lies in its capacity to effortlessly construct a personalized chatbot and leverage it to craft your very own chatbot tailored to various applications. Click to read To… Read the full blog for free on Medium.

Prompt Engineering 111

Prompt Engineering Prompt Engineer Chatbots Large Language Models 111

AWS Machine Learning Blog

FEBRUARY 14, 2024

It enables you to privately customize the FMs with your data using techniques such as fine-tuning, prompt engineering, and Retrieval Augmented Generation (RAG), and build agents that run tasks using your enterprise systems and data sources while complying with security and privacy requirements.

Prompt Engineering 140

Prompt Engineering Prompt Engineer Generative AI Chatbots 140

Towards AI

JUNE 9, 2024

Hands-On Prompt Engineering for LLMs Application Development Once such a system is built, how can you assess its performance? One key distinction between this approach and traditional supervised machine learning applications is the speed at which you can develop LLM-based applications.

Prompt Engineering 103

Prompt Engineering Prompt Engineer LLM Machine Learning 103

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 116

Prompt Engineering Prompt Engineer Natural Language Processing Machine Learning 116

Towards AI

MAY 30, 2024

The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills. Buckle up, and let’s dive into the fascinating world of prompt engineering with Langchain!

Prompt Engineering 104

Prompt Engineering Prompt Engineer LLM Neural Network 104

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

Flipboard

JULY 12, 2023

It’s a hot new role that’s only going to grow in prominence: prompt engineer. Someone who can effectively prompt AI programs to output the right information. Whether that’s requiring ChatGPT to prolifically produce SEO-optimized content, or improving systems and processes with AI-driven data …

Prompt Engineering 143

Prompt Engineering Prompt Engineer ChatGPT AI 143

Flipboard

SEPTEMBER 19, 2023

Are you ready to become an 'AI psychologist'? Now is the time to get in on the ground floor of this lucrative new career. Here's how to do it.

Prompt Engineering 168

Prompt Engineering Prompt Engineer AI AI 168

Flipboard

DECEMBER 27, 2023

OpenAI has recently unveiled a valuable guide designed to help users get the most out of their interactions with ChatGPT. This guide is a crucial …

Prompt Engineering 165

Prompt Engineering Prompt Engineer OpenAI ChatGPT 165

Towards AI

JANUARY 3, 2025

However, to fully harness their capabilities, understanding the art of prompt engineering is essential. This guide will introduce you to advanced prompt engineering techniques that can help you extract precise and actionable insights from LLMs.

Prompt Engineering 105

Prompt Engineering Prompt Engineer AI Developer AI Development 105

AWS Machine Learning Blog

NOVEMBER 29, 2024

Prompt engineering refers to the practice of writing instructions to get the desired responses from foundation models (FMs). You might have to spend months experimenting and iterating on your prompts, following the best practices for each model, to achieve your desired output. Outside work, he enjoys sports and cooking.

Generative AI 132

Generative AI Prompt Engineer Prompt Engineering Data Scientist 132

Towards AI

NOVEMBER 14, 2024

LLM Developer is a distinct new role, different from both Software Developer and Machine Learning Engineer, and requires learning a new set of skills and intuitions. The core principles and tools of LLM Development can be learned quickly.

LLM 116

LLM Software Development Machine Learning Data Scientist 116

Flipboard

SEPTEMBER 15, 2023

The OPRO program automates the task of trying different prompts that get closer to solving a task. You've just figured out your next career move: …

Prompt Engineering 178

Prompt Engineering Prompt Engineer Automation AI 178

Flipboard

NOVEMBER 15, 2024

Promptim is an experimental AI prompt library designed to improve the efficiency and effectiveness of prompts in artificial intelligence and machine …

Prompt Engineering 122

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 122

AWS Machine Learning Blog

MARCH 13, 2025

Prompt engineering Prompt engineering involves the skillful crafting and refining of input prompts. Essentially, prompt engineering is about effectively interacting with an LLM. Essentially, prompt engineering is about effectively interacting with an LLM.

Prompt Engineer 95

Prompt Engineer Categorization Prompt Engineering LLM 95

Flipboard

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 122

Prompt Engineering Prompt Engineer Data Quality AI 122

AWS Machine Learning Blog

JANUARY 7, 2025

The solution proposed in this post relies on LLMs context learning capabilities and prompt engineering. It enables you to use an off-the-shelf model as is without involving machine learning operations (MLOps) activity. You should see a noticeable increase in the quality score.

Large Language Models 111

Large Language Models Prompt Engineer Prompt Engineering Metadata 111

Analytics Vidhya

MAY 11, 2023

Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA).

ChatGPT 382

ChatGPT Chatbots Artificial Intelligence Artificial Intelligence 382

Towards AI

NOVEMBER 7, 2024

It also highlights ways to improve decision-making strategies through techniques like dynamic transition matrices, multi-agent MDPs, and machine learning for prediction. It covers installing Tesseract, Pillow, and Pytesseract for text extraction from images and using the Gemini API for translation with prompt engineering.

Black Box AI 115

Black Box AI Machine Learning Prompt Engineer Prompt Engineering 115