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

MAY 30, 2024

Natural Language Processing on Google Cloud This course introduces Google Cloud products and solutions for solving NLP problems. It covers how to develop NLP projects using neural networks with Vertex AI and TensorFlow. It also introduces Google’s 7 AI principles.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence BERT Computer Vision 130

Marktechpost

JUNE 8, 2024

Microsoft’s AI courses offer comprehensive coverage of AI and machine learning concepts for all skill levels, providing hands-on experience with tools like Azure Machine Learning and Dynamics 365 Commerce.

Artificial Intelligence 118

Artificial Intelligence Artificial Intelligence Machine Learning Prompt Engineering 118

AWS Machine Learning Blog

JANUARY 4, 2024

One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. Effective prompt engineering is key to developing natural language to SQL systems. The following diagram illustrates a basic Text2SQL flow.

Prompt Engineering 130

Prompt Engineering Prompt Engineer Generative AI LLM 130

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

AWS Machine Learning Blog

MARCH 4, 2024

Alida’s customers receive tens of thousands of engaged responses for a single survey, therefore the Alida team opted to leverage machine learning (ML) to serve their customers at scale. The new service achieved a 4-6 times improvement in topic assertion by tightly clustering on several dozen key topics vs. hundreds of noisy NLP keywords.

NLP 113

NLP Prompt Engineering Prompt Engineer LLM 113

Unite.AI

JANUARY 23, 2024

Unlike traditional NLP models which rely on rules and annotations, LLMs like GPT-3 learn language skills in an unsupervised, self-supervised manner by predicting masked words in sentences. Their foundational nature allows them to be fine-tuned for a wide variety of downstream NLP tasks. This enables pretraining at scale.

Large Language Models 100

Large Language Models Prompt Engineering Prompt Engineer LLM 100

AWS Machine Learning Blog

JUNE 25, 2024

Unlike traditional natural language processing (NLP) approaches, such as classification methods, LLMs offer greater flexibility in adapting to dynamically changing categories and improved accuracy by using pre-trained knowledge embedded within the model.

Automation 116

Automation Prompt Engineering Prompt Engineer Categorization 116

Unite.AI

SEPTEMBER 7, 2023

By developing prompts that exploit the model's biases or limitations, attackers can coax the AI into generating inaccurate content that aligns with their agenda. Solution Establishing predefined guidelines for prompt usage and refining prompt engineering techniques can help curtail this LLM vulnerability.

LLM 173

LLM Large Language Models Prompt Engineering Prompt Engineer 173

AWS Machine Learning Blog

MAY 13, 2024

Amazon Bedrock also comes with a broad set of capabilities required to build generative AI applications with security, privacy, and responsible AI. You can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

Generative AI 119

Generative AI Prompt Engineering Prompt Engineer LLM 119

ODSC - Open Data Science

AUGUST 11, 2023

EVENT — ODSC APAC 2023 Virtual Conference: August 22–23rd, 2023 Join us for a deep dive into the latest data science and AI trends, tools and techniques: from LLMs to data analytics and from machine learning to responsible AI.

Data Scientist 98

Data Scientist Data Science Machine Learning Prompt Engineering 98

ODSC - Open Data Science

JULY 3, 2023

If successful, this could lead to more efficient NLP models in the future. PaLM 2 also demonstrates robust reasoning capabilities and stable performance on a suite of responsible AI evaluations. The hope is that RWKV will be able to achieve state-of-the-art performance with lower computational costs.

Large Language Models 98

Large Language Models Data Science Natural Language Processing Prompt Engineering 98

Heartbeat

AUGUST 4, 2023

One element that makes this study more important is that they have put forward an approach that adopts the ethical principles of Responsible AI. To see this capability effectively in applications, it is necessary to direct the language model with the correct prompt entries. Thus, the models produce more successful outputs.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Computer Vision Deep Learning 52

ODSC - Open Data Science

FEBRUARY 6, 2024

Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. 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

Large Language Models 52

Large Language Models LLM Big Data Data Science 52

AWS Machine Learning Blog

APRIL 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Conversational AI 120

Conversational AI LLM AI AI 120

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. With a Virtual Open Pass , you can be part of where the future of AI gathers for free.

Data Science 52

Data Science Machine Learning Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

SEPTEMBER 11, 2023

ML on-device: Building Efficient Models Danni Li | AI Resident | Meta This talk covered some of the challenges that on-device machine learning models face, like limited computational resources and limited storage and battery life, as well as the latest advancements, especially the end-to-end(E2E) ASR systems.

Data Science 52

Data Science Data Scientist Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

APRIL 21, 2023

Generative AI has the world on fire. With its applications in creativity, automation, business, advancements in NLP, and deep learning, the technology isn’t only opening new doors, but igniting the public imagination. Present your innovative solution to both a live audience and a panel of judges.

Generative AI 52

Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

Topbots

JULY 29, 2024

Prompt Tuning: An overview of prompt tuning and its significance in optimizing AI outputs. Google’s Gen AI Development Tools: Insight into the tools provided by Google for developing generative AI applications. Best Practices for Prompt Engineering: Guidance on creating effective prompts for various tasks.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

DECEMBER 1, 2023

Work with Generative Artificial Intelligence (AI) Models in Azure Machine Learning The purpose of this course is to give you hands-on practice with Generative AI models. You’ll explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning.

Data Science 52

Data Science DevOps Machine Learning Large Language Models 52

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.

Generative AI 64

Generative AI Machine Learning Deep Learning AI 64

ODSC - Open Data Science

AUGUST 3, 2023

It will cover both the potential benefits and the challenges of ensuring fairness, with a focus on the perceptions of fairness, accountability, and trust in AI-driven decisions in the area and some ways in which these can be mitigated.

Data Science 52

Data Science Large Language Models Data Scientist Prompt Engineer 52

John Snow Labs

SEPTEMBER 26, 2024

Advanced prompt engineering to refine criteria for paper inclusion and exclusion. This presentation introduces an advanced tool designed to automate key aspects of the literature review process. The tool offers: Keyword-based search across public biomedical databases.

Automation 52

Automation Prompt Engineering Prompt Engineer Explainability 52

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. AI Expo and Demo Hall Exploring options for building your own AI models and algorithms or working with a 3rd party?

Data Science 52

Data Science Continuous Learning Deep Learning Machine Learning 52

AWS Machine Learning Blog

OCTOBER 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 88

Generative AI Large Language Models Explainability LLM 88

ODSC - Open Data Science

FEBRUARY 8, 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 Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky.

Big Data 52

Big Data Large Language Models Deep Learning Data Science 52

ODSC - Open Data Science

SEPTEMBER 26, 2023

New Content The data science and AI fields change fast, and it can be difficult to stay at the forefront of your field or industry. AI Expo and Demo Hall Exploring options for building your own AI models and algorithms or working with a 3rd party?

Data Science 52

Data Science Data Scientist Continuous Learning Deep Learning 52

ODSC - Open Data Science

SEPTEMBER 8, 2023

Get your ODSC West pass by the end of the day Thursday to save up to $450 on 300+ hours of hands-on training sessions, expert-led workshops, and talks in Generative AI, Machine Learning, NLP, LLMs, Responsible AI, and more. Catch this flash sale ASAP!

ChatGPT 52

ChatGPT Large Language Models Data Scientist Neural Network 52

Snorkel AI

MARCH 2, 2023

As we look at the progression, we see that these state-of-the-art NLP models are getting larger and larger over time. The responsible AI measures pertaining to safety and misuse and robustness are elements that need to be additionally taken into consideration. Then comes prompt engineering. Three is the adaptation.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Neural Network 52

Snorkel AI

MARCH 2, 2023

As we look at the progression, we see that these state-of-the-art NLP models are getting larger and larger over time. The responsible AI measures pertaining to safety and misuse and robustness are elements that need to be additionally taken into consideration. Then comes prompt engineering. Three is the adaptation.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Neural Network 52

AWS Machine Learning Blog

SEPTEMBER 23, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

LLM 82

LLM Large Language Models Automation Machine Learning 82

AWS Machine Learning Blog

JANUARY 26, 2024

As part of quality assurance tests, introduce synthetic security threats (such as attempting to poison training data, or attempting to extract sensitive data through malicious prompt engineering) to test out your defenses and security posture on a regular basis.

Generative AI 134

Generative AI LLM ML AI 134

AWS Machine Learning Blog

MARCH 19, 2024

Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. Furthermore, the use of prompt engineering can notably enhance their performance. Higher temperature values introduce more fluctuations and increase the creativity of the model’s response.

Auto-complete 116

Auto-complete NLP Prompt Engineering Prompt Engineer 116

ODSC - Open Data Science

SEPTEMBER 20, 2023

Day 2 is also the first day of our revamped Ai X Business and Innovation Summit. You’ll also find another full day of hands-on training sessions and workshops on Responsible AI, MLOps, Generative AI, and more. However, it will be the first day of ODSC Keynotes and expert-led talks.

Large Language Models 52

Large Language Models Data Science Machine Learning Python 52

AWS Machine Learning Blog

OCTOBER 16, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

LLM 78

LLM Generative AI Machine Learning Large Language Models 78

AWS Machine Learning Blog

DECEMBER 2, 2024

NLP scores – We used a test dataset to calculate the ROUGE score and METEOR score. It also provides retrieve and generate evaluation metrics such as correctness, completeness, and helpfulness, as well as responsible AI metrics such as harmfulness and answer refusal. generated_answer – This is the answer generated by the bot.

Automation 87

Automation Generative AI Prompt Engineering Prompt Engineer 87

AWS Machine Learning Blog

DECEMBER 17, 2024

Amazon SageMaker helps data scientists and machine learning (ML) engineers build FMs from scratch, evaluate and customize FMs with advanced techniques, and deploy FMs with fine-grain controls for generative AI use cases that have stringent requirements on accuracy, latency, and cost. Of the six challenges, the LLM met only one.

LLM 85

LLM Prompt Engineering Prompt Engineer Generative AI 85