Marktechpost

SEPTEMBER 17, 2024

Generative Large Language Models (LLMs) are capable of in-context learning (ICL), which is the process of learning from examples given within a prompt. However, research on the precise principles underlying these models’ ICL performance is still underway. If you like our work, you will love our newsletter.

Large Language Models 108

Large Language Models Prompt Engineering Prompt Engineer LLM 108

ODSC - Open Data Science

NOVEMBER 30, 2023

Feature Store Architecture, the Year of Large Language Models, and the Top Virtual ODSC West 2023 Sessions to Watch Feature Store Architecture and How to Build One Learn about the Feature Store Architecture and dive deep into advanced concepts and best practices for building a feature store.

Large Language Models 98

Large Language Models Prompt Engineering Prompt Engineer Machine Learning 98

ODSC - Open Data Science

APRIL 2, 2025

Led by thought leaders like Sheamus McGovern, Founder of ODSC and Head of AI at Cortical Ventures, alongside Ali Hesham, a skilled Data Engineer from Ralabs, this bootcamp isnt just another courseits a launchpad for technical teams ready to take AI adoption seriously. Watch the full webinar of this topic on-demand here on Ai+ Training!

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models ML Engineer 52

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. So if it’s in charge you have to give really strong prompt engineering,” he adds. It was certainly inescapable.

Generative AI 331

Generative AI LLM Big Data Explainability 331

ODSC - Open Data Science

FEBRUARY 1, 2024

Datasets for Fine-Tuning Large Language Models, Prompt Engineering Use Cases, and How to Ace the Data Science Interview 10 Datasets for Fine-Tuning Large Language Models In this blog post, we will explore ten valuable datasets that can assist you in fine-tuning or training your LLM.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Data Science 52

AWS Machine Learning Blog

MARCH 20, 2025

Additionally, large language model (LLM)-based analysis is applied to derive further insights, such as video summaries and classifications. These analytics are implemented with either Amazon Comprehend , or separate prompt engineering with FMs. In his free time, he enjoys writing and birding photography.

Automation 106

Automation IDP Generative AI Prompt Engineering 106

Marktechpost

JULY 26, 2024

These models, enhanced by pre-trained language models (PLMs), set the state-of-the-art in the field, benefiting from large-scale corpora to improve their linguistic capabilities. The proposed method in this paper leverages LLMs for Text-to-SQL tasks through two main strategies: prompt engineering and fine-tuning.

LLM 119

LLM Prompt Engineering Prompt Engineer Large Language Models 119

Marktechpost

AUGUST 10, 2024

Large Language Models (LLMs) have significantly impacted software engineering, primarily in code generation and bug fixing. These models leverage vast training data to understand and complete code based on user input. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

Software Engineer 112

Software Engineer LLM Large Language Models Categorization 112

ODSC - Open Data Science

JANUARY 18, 2024

Must-Have Prompt Engineering Skills, Preventing Data Poisoning, and How AI Will Impact Various Industries in 2024 Must-Have Prompt Engineering Skills for 2024 In this comprehensive blog, we reviewed hundreds of prompt engineering job descriptions to identify the skills, platforms, and knowledge that employers are looking for in this emerging field.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Data Science 52

Marktechpost

DECEMBER 8, 2024

In large language models (LLMs), hallucination refers to instances where models generate semantically or syntactically plausible outputs but are factually incorrect or nonsensical. Fine-tuning these parameters enables the model to strike the right balance between creativity and reliability.

Prompt Engineering 112

Prompt Engineering Prompt Engineer Large Language Models LLM 112

ODSC - Open Data Science

JULY 27, 2023

Adopting & Scaling AI, a Beginner’s Guide to Prompt Engineering, and Pretraining Large Language Models 5 Concerns Surrounding the Scaling and Adoption of AI From privacy and data security to job displacement and more, these are five concerns that people have about AI right now.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Artificial Intelligence 52

Marktechpost

JANUARY 8, 2025

Owing to the advent of Artificial Intelligence (AI), the software industry has been leveraging Large Language Models (LLMs) for code completion, debugging, and generating test cases. Traditional test case generation approaches rely on rule-based systems or manual engineering of prompts for Large Language Models (LLMs).

Automation 83

Automation LLM Prompt Engineering Prompt Engineer 83

Snorkel AI

MARCH 4, 2025

Large language models (LLMs) have revolutionized how we interact with technology, enabling everything from AI-powered customer service to advanced research tools. However, as these models grow more powerful, they also become more unpredictable. Supervised fine-tuning with targeted and curated prompts and responses.

LLM 52

LLM Large Language Models Data Quality Prompt Engineering 52

Marktechpost

AUGUST 3, 2024

has taken a significant leap in the field of Prompt Engineering, recognizing its critical role in their operations. This level of detail is necessitated by the sheer volume of prompts they generate daily—billions—and the need to maximize the potential of expanding LLM context windows. Character.AI

Python 119

Python Prompt Engineering Prompt Engineer Large Language Models 119

ODSC - Open Data Science

DECEMBER 28, 2023

The Top Large Language Models of 2023, 8 Python Libraries You Should be Using, and Why You Need an Observability Platform The Top Large Language Models Going Into 2024 Let’s explore the top large language models that made waves in 2023, and see why you should be using these LLMs in 2024.

Large Language Models 52

Large Language Models Python Data Science Machine Learning 52

Marktechpost

JULY 21, 2024

Large language models (LLMs) have revolutionized the field of artificial intelligence, enabling the creation of language agents capable of autonomously solving complex tasks. The current approach involves manually decomposing tasks into LLM pipelines, with prompts and tools stacked together.

Artificial Intelligence 112

Artificial Intelligence Artificial Intelligence Neural Network Large Language Models 112

Marktechpost

JULY 22, 2024

The OAK dataset has two main techniques for prompt generation: programming prompt engineering and meta prompt engineering. These methods ensure diversity in prompts while maintaining quality and addressing potential biases. If you like our work, you will love our newsletter.

AI Researcher 120

AI Researcher AI Research Data Scarcity Prompt Engineering 120

Marktechpost

JULY 22, 2024

Researchers from Adobe Research, the University of Adelaide, Australia, the Shanghai AI Laboratory, China, and the University of California, US introduced NavGPT-2 to address integrating Large Language Models (LLMs) with Vision-and-Language Navigation (VLN) tasks. If you like our work, you will love our newsletter.

LLM 108

LLM Prompt Engineer Prompt Engineering Large Language Models 108

ODSC - Open Data Science

DECEMBER 21, 2023

Listen to the first three episodes of ODSC’s Ai X Podcast here: Spotify SoundCloud Apple Industry, Opinion, Career Advice All of the Microsoft and ODSC Partnership Offerings Here’s a rundown of all collaborative efforts between Microsoft and ODSC, including webinars, blogs, conference talks, and more. Grab your tickets for 70% off by Friday!

LLM 98

LLM Data Science Prompt Engineering Prompt Engineer 98

ODSC - Open Data Science

AUGUST 24, 2023

Accelerating Decisions with Third-Party Data in Financial Services On-Demand Webinar Your ability to make confident decisions based on relevant factors relies on accurate data filled with context. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science NLP 52

Marktechpost

AUGUST 1, 2024

Large language models (LLMs) have seen rapid advancements, making significant strides in algorithmic problem-solving tasks. These models are being integrated into algorithms to serve as general-purpose solvers, enhancing their performance and efficiency. If you like our work, you will love our newsletter.

Algorithm 121

Algorithm LLM Machine Learning Prompt Engineering 121

Marktechpost

NOVEMBER 18, 2024

Large Language Models (LLMs) have advanced exponentially since the last decade. Existing approaches for optimizing LLMs include methods like prompt engineering, few-shot learning, and hardware accelerations, yet these techniques often focus on isolated aspects of optimization.

Prompt Engineering 89

Prompt Engineering Prompt Engineer OpenAI LLM 89

Marktechpost

NOVEMBER 4, 2024

Improvements in medical LLMs primarily stem from training with specialized data or using inference-time methods like prompt engineering and Retrieval Augmented Generation (RAG). General-purpose models, like GPT-4, perform well on medical benchmarks through advanced prompts. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models 47

Large Language Models Prompt Engineering Prompt Engineer ML 47

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?

Prompt Engineering 52

Prompt Engineering Prompt Engineer LLM Data Scientist 52

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. Register by Friday for 50% off!

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Prompt Engineering Prompt Engineer AI Automation Automation 40

Marktechpost

AUGUST 5, 2024

Large Language Models (LLMs) have revolutionized problem-solving in machine learning, shifting the paradigm from traditional end-to-end training to utilizing pretrained models with carefully crafted prompts. This transition presents a fascinating dichotomy in optimization approaches.

Machine Learning 120

Machine Learning Neural Network LLM Prompt Engineering 120

Marktechpost

JULY 20, 2024

Instruction-tuned LLMs can handle various tasks using natural language instructions, but their performance is sensitive to how instructions are phrased. This issue is critical in healthcare, where clinicians, who may need to be more skilled, prompt engineers, need reliable outputs.

Prompt Engineering 103

Prompt Engineering Prompt Engineer LLM ML 103

ODSC - Open Data Science

OCTOBER 3, 2024

Best Practices for Prompt Engineering in Claude, Mistral, and Llama Every LLM is a bit different, so the best practices for each may differ from one another. Here’s a guide on how to use three popular ones: Llama, Mistral AI, and Claude.

Prompt Engineering 40

Prompt Engineering Prompt Engineer LLM Data Science 40

Flipboard

DECEMBER 6, 2023

Experimentation and challenges It was clear from the beginning that to understand a human language question and generate accurate answers, Q4 would need to use large language models (LLMs). Further performance optimization involved fine-tuning the query generation process using efficient prompt engineering techniques.

Chatbots 168

Chatbots LLM Prompt Engineering Prompt Engineer 168

ODSC - Open Data Science

OCTOBER 5, 2023

The Prompt Optimization Stack A lot goes into successful prompt engineering. However, with this thorough prompt optimization guide, you’ll know exactly how to perfect this new art. What Exactly are Large Language Model Operations (LLMOps)?

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Data Scientist 52

Marktechpost

NOVEMBER 14, 2024

Large Language Models (LLMs) have revolutionized various domains, with a particularly transformative impact on software development through code-related tasks. However, a significant challenge persists in developing open-source code LLMs, as their performance consistently lags behind state-of-the-art models.

LLM 91

LLM Large Language Models Algorithm Software Engineer 91

TheSequence

SEPTEMBER 29, 2023

It provides a powerful evaluation, experimentation and observability platform across the LLM application development lifecycle (prompting with RAG, fine-tuning, production monitoring) to detect and minimize hallucinations through a suite of evaluation metrics. You can learn more about Galileo LLM Studio through their webinar on Oct 4.

LLM 59

LLM Prompt Engineer Prompt Engineering NLP 59

Snorkel AI

JUNE 23, 2023

Enterprises—especially the world’s largest—are excited to use large language models , but they want to fine-tune them on proprietary data. That challenge is likely to remain, even as data science teams shift their focus from traditional model architectures to foundation models and large language models.

Data Science 52

Data Science Large Language Models Machine Learning Categorization 52

Marktechpost

DECEMBER 4, 2024

Large Language Models (LLMs) are powerful tools for various applications due to their knowledge and understanding capabilities. Jailbreaking attacks exploit the complex and sequential nature of human-LLM interactions to subtly manipulate the model’s responses over multiple exchanges.

Prompt Engineering 44

Prompt Engineering Prompt Engineer LLM Large Language Models 44

Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. These LLMs can generate human-like text, understand context, and perform various Natural Language Processing (NLP) tasks.

Large Language Models 52

Large Language Models DevOps Machine Learning Prompt Engineering 52

Snorkel AI

MARCH 4, 2025

Large language models (LLMs) have revolutionized how we interact with technology, enabling everything from AI-powered customer service to advanced research tools. However, as these models grow more powerful, they also become more unpredictable. Supervised fine-tuning with targeted and curated prompts and responses.

LLM 59

LLM Large Language Models Data Quality Prompt Engineering 59

ODSC - Open Data Science

JANUARY 28, 2025

In a recent webinar, AI Mastery 2025: Skills to Stay Ahead in the Next Wave, hosted by Sheamus McGovern, founder of ODSC and a venture partner at Cortical Ventures, shared invaluable insights into the evolving AI landscape. LLM Engineers: With job postings far exceeding the current talent pool, this role has become one of the hottest inAI.

Prompt Engineering 40

Prompt Engineering Prompt Engineer Data Scientist Large Language Models 40