Mlearning.ai

JULY 8, 2023

Add Responsible AI to LLM’s Add Abuse detection to LLM’s. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Develop the LLM application using existing models or train a new model. Add monitoring and auditing code to log prompts and completion.

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Large Language Models LLM Prompt Engineer Prompt Engineering 52

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.

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Prompt Engineer Prompt Engineering LLM Data Science 52

ODSC - Open Data Science

JULY 3, 2023

We’re hearing a lot about large language models, or LLMs recently in the news. Because of this, LLMs have a wide range of potential applications, including in the fields of natural language processing, machine translation, and text generation. It was trained on web-scale multimodal corpora, including text and images.

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Large Language Models Natural Language Processing Data Science Prompt Engineer 98

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.

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Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 52

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?

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Prompt Engineer Prompt Engineering LLM Data Scientist 52

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

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OpenAI Prompt Engineer Prompt Engineering Large Language Models 253

Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks.

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Large Language Models Prompt Engineer Prompt Engineering Neural Network 277

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Additionally, fine-tuning models to align better with desired behavior can enhance response accuracy.

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LLM Large Language Models Prompt Engineer Prompt Engineering 173

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)?

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Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

ODSC - Open Data Science

FEBRUARY 6, 2024

Large Language Models are everywhere these days. Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference.

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Large Language Models LLM Big Data NLP 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 Large Language Models DevOps Machine Learning 52

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

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Large Language Models LLM Deep Learning ML 52

ODSC - Open Data Science

FEBRUARY 8, 2024

Hear from one of the leading experts in Large Language Models, Dr. Jon Krohn as he takes a deep dive into the models like GPT-4 that are transforming the world in general and the field of data science in particular at an unprecedented pace.

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Large Language Models Big Data Deep Learning Data Science 52

Heartbeat

AUGUST 4, 2023

The Segment Anything Model (SAM) , which claims to segment everything, was published with the SA-1B dataset of 1 billion masks on 11 million images. One element that makes this study more important is that they have put forward an approach that adopts the ethical principles of Responsible AI.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

ODSC - Open Data Science

AUGUST 3, 2023

ODSC Keynote — Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti | Principal Group Program Manager | Microsoft Join this session to learn how Azure OpenAI Service can help your business integrate large language models to help create innovative applications.

Large Language Models 52

Large Language Models Data Science Data Scientist Prompt Engineer 52

ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. Present your innovative solution to both a live audience and a panel of judges.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

AssemblyAI

MAY 23, 2023

With these complex algorithms often labeled as "giant black boxes" in media, there's a growing need for accurate and easy-to-understand resources, especially for Product Managers wondering how to incorporate AI into their product roadmap. Capabilities and Prompting Scaling language models leads to unexpected results.

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Large Language Models Neural Network LLM Chatbots 130

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.

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Data Scientist Data Science Machine Learning Prompt Engineer 98

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 Scientist 52

Data Scientist Data Science Prompt Engineer Prompt Engineering 52

Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

AWS Machine Learning Blog

JANUARY 4, 2024

Specifically, we discuss the following: Why do we need Text2SQL Key components for Text to SQL Prompt engineering considerations for natural language or Text to SQL Optimizations and best practices Architecture patterns Why do we need Text2SQL? Effective prompt engineering is key to developing natural language to SQL systems.

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Prompt Engineer Prompt Engineering Generative AI LLM 119

AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Learn more about our commitment to Responsible AI and additional responsible AI resources to help our customers.

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Generative AI LLM ML AI 122

AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. It can be achieved through the use of proper guided prompts. There are many prompt engineering techniques.

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Generative AI Prompt Engineer Prompt Engineering LLM 105

AWS Machine Learning Blog

APRIL 22, 2024

Alongside external data acquisition, prioritize internal data management to maximize the potential of generative AI and use its capabilities in analyzing your organizational data and uncovering new insights. This involves documenting data lineage, data versioning, automating data processing, and monitoring data management costs.

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Generative AI ESG AI AI 112

AWS Machine Learning Blog

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. Also hear different architectural patterns that customers use today to harness their business data for customized generative AI solutions.

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ML Generative AI Prompt Engineer Prompt Engineering 110

AWS Machine Learning Blog

FEBRUARY 1, 2024

Full stack generative AI Although a lot of the excitement around generative AI focuses on the models, a complete solution involves people, skills, and tools from several domains. Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs).

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Generative AI Prompt Engineer Prompt Engineering AI 112

Snorkel AI

MARCH 2, 2023

Today we’re going to be talking essentially about how responsible generative-AI-model adoption can happen at the enterprise level, and what are some of the promises and compromises we face. The foundation of large language models started quite some time ago. What are the promises?

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

Today we’re going to be talking essentially about how responsible generative-AI-model adoption can happen at the enterprise level, and what are some of the promises and compromises we face. The foundation of large language models started quite some time ago. What are the promises?

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

AWS Machine Learning Blog

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. To further reduce costs, you can configure the DynamoDB table with the on-demand setting.

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Generative AI Prompt Engineer Prompt Engineering LLM 120

AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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Insight Engine Generative AI LLM AI 114

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.

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Conversational AI LLM AI AI 108

AWS Machine Learning Blog

MAY 15, 2024

We cover the technical implementation using the Anthropic Claude large language model (LLM) on Amazon Bedrock and AWS Lambda deployed with the AWS Serverless Application Model (AWS SAM). This post demonstrates how to use advanced prompt engineering to control an LLM’s behavior and responses.

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Prompt Engineer Prompt Engineering Generative AI Python 87

ODSC - Open Data Science

SEPTEMBER 8, 2023

Building a ChatGPT-Powered and Voice-Enabled Assistant using React and Express In this post, we’ll walk through how to build a simple chatbot powered by the ChatGPT language model (in this case GPT-35-Turbo). US Copyright Office Open to Public Opinion on AI and Copyright Starting on August 30th. Catch this flash sale ASAP!

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ChatGPT Large Language Models Data Scientist Neural Network 52

The MLOps Blog

JUNE 27, 2023

W&B (Weights & Biases) W&B is a machine learning platform for your data science teams to track experiments, version and iterate on datasets, evaluate model performance, reproduce models, visualize results, spot regressions, and share findings with colleagues. – Takes corrective actions (e.g.

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Machine Learning Metadata Data Quality Data Scientist 134

AWS Machine Learning Blog

NOVEMBER 29, 2023

In the last few years Large Language Models (LLMs) have risen to prominence as outstanding tools capable of understanding, generating and manipulating text with unprecedented proficiency. An evaluation is a task used to measure the quality and responsibility of output of an LLM or generative AI service.

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LLM Data Scientist Algorithm Generative AI 83

ODSC - Open Data Science

SEPTEMBER 20, 2023

Confirmed Extra Events Halloween Data After Dark AI Expo and Demo Hall Virtual Open Spaces Morning Run Day 3: Wednesday, November 1st (Bootcamp, Platinum, Gold, Silver, VIP, Virtual Platinum, Virtual Premium) The third day of ODSC West 2023, will be the second and last day of the Ai X Business and Innovation Summit and the AI Expo and Demo Hall.

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Large Language Models Data Science Machine Learning Prompt Engineer 52