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.

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Large Language Models Prompt Engineering Prompt Engineer Machine Learning 98

AWS Machine Learning Blog

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

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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. We covered the knowledge needed, tools, frameworks, and programming languages that will help you get a job in this new field if you’re interested in it. Now, what do prompt engineering job descriptions actually want you to do?

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Prompt Engineering Prompt Engineer Large Language Models Chatbots 52

Marktechpost

NOVEMBER 16, 2024

Introduction to Generative AI Learning Path Specialization This course offers a comprehensive introduction to generative AI, covering large language models (LLMs), their applications, and ethical considerations. The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI.

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Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 103

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

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 Engineering Prompt Engineer 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

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 Engineering Prompt Engineer LLM Data Science 52

IBM Journey to AI blog

OCTOBER 30, 2024

Large language models (LLMs) are becoming an integral part of a risk and compliance program, and they require little to no training. The platform incorporates the innovative Prompt Lab tool, specifically engineered to streamline prompt engineering processes.

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Prompt Engineering Prompt Engineer ETL Machine Learning 285

Marktechpost

JUNE 19, 2024

Introduction to Generative AI Learning Path Specialization This course offers a comprehensive introduction to generative AI, covering large language models (LLMs), their applications, and ethical considerations. The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI.

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Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 123

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 Engineering Prompt Engineer 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 Engineering Prompt Engineer 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 Engineering Prompt Engineer Responsible AI 286

Marktechpost

MAY 30, 2024

Introduction to Generative AI This introductory microlearning course explains Generative AI, its applications, and its differences from traditional machine learning. It also includes guidance on using Google Tools to develop your own Generative AI applications. It also introduces Google’s 7 AI principles.

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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.

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Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 126

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

Towards AI

JULY 27, 2024

While Open AI’s ChatGPT and Google’s Bard, now Gemini, get most of the limelight, Claude AI stands out for its impressive features and being the most reliable and ethical Large Language Model. In this article, we will learn more about what Claude AI is and what are its unique features.

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ChatGPT Prompt Engineering Prompt Engineer Explainability 104

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 Engineering Prompt Engineer Generative AI LLM 137

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 Engineering Prompt Engineer Artificial Intelligence 52

Topbots

JULY 29, 2024

These courses are designed with a strong practical focus, ensuring that you gain real-world skills needed to build applications powered by large language models (LLMs). Most of these courses are available for free, making it easier than ever to dive into the world of generative AI. The best part?

Generative AI 52

Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

IBM Journey to AI blog

JULY 23, 2024

collection of multilingual large language models (LLMs). comprises both pretrained and instruction-tuned text in/text out open source generative AI models in sizes of 8B, 70B and—for the first time—405B parameters. today, with the 8B and 70B models soon to follow. The instruction-tuned Llama 3.1-405B,

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LLM Large Language Models Generative AI Responsible AI 250

AWS Machine Learning Blog

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce. For your implementation, you may use the model of your choice.

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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 Engineering Prompt Engineer LLM 128

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 Data Science 52

Towards AI

OCTOBER 19, 2024

Figure 3: A “beeswarm” plot from SHAP to examine the impact of different features on income from census data The Challenge of Modern AI Models While these XAI techniques work well for traditional ML models, modern AI systems like Large Language Models (LLMs) present new challenges.

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Explainability Explainable AI Natural Language Processing Prompt Engineer 99

AWS Machine Learning Blog

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. Choose Upload File to upload your file to an S3 bucket.

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Generative AI Prompt Engineer Prompt Engineering AI 125

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 DevOps Large Language Models Machine Learning 52

AWS Machine Learning Blog

OCTOBER 24, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use- case based workflows with the help of large language models (LLM) as their reasoning engine or brain. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers.

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Generative AI Large Language Models Explainability LLM 94

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 Data Science 52

AWS Machine Learning Blog

JUNE 25, 2024

Large language models (LLMs) have transformed the way we engage with and process natural language. These powerful models can understand, generate, and analyze text, unlocking a wide range of possibilities across various domains and industries.

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Automation Prompt Engineering Prompt Engineer Categorization 123

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.

Big Data 52

Big Data Large Language Models 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.

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Prompt Engineering Prompt Engineer Computer Vision Deep Learning 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 Engineering Prompt Engineer 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.

Data Science 52

Data Science Large Language Models Data Scientist Prompt Engineering 52

AWS Machine Learning Blog

OCTOBER 15, 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 you need to build generative AI applications with security, privacy, and responsible AI.

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Prompt Engineering Prompt Engineer Generative AI Large Language Models 93

AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. They’re illustrated in the following figure.

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Generative AI AI AI Responsible AI 111

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