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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AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. Use the “Generative AI” tag as you are browsing the session catalog to find them.

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Towards AI

FEBRUARY 9, 2023

Last Updated on February 9, 2023 by Editorial Team Introduction The capabilities and accessibility of large language models (LLMs) are advancing rapidly, leading to widespread adoption and increasing human-AI interaction. This is prompt engineering. What is Prompting?

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Towards AI

FEBRUARY 9, 2023

Last Updated on February 12, 2023 by Editorial Team Introduction The capabilities and accessibility of large language models (LLMs) are advancing rapidly, leading to widespread adoption and increasing human-AI interaction. This is prompt engineering. What is Prompting?

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Prompt Engineering Prompt Engineer Large Language Models Machine Learning 79

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? George R.R.

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AssemblyAI

MARCH 18, 2024

As businesses integrate this generative AI technology, they also unlock opportunities to enhance operations, improve the customer journey, and drive innovative product development.    In this article, you’ll learn more about building with LLMs and the top business use cases for Generative AI tools and applications. 

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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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AWS Machine Learning Blog

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. We use prompt engineering to send our summarization instructions to the LLM.

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Generative AI LLM Large Language Models AI 127

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.

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Prompt Engineering Prompt Engineer Large Language Models Artificial Intelligence 52

ODSC - Open Data Science

SEPTEMBER 20, 2023

Using Graphs for Feature Engineering, Prompt Fine-Tuning for Generative AI, and Confident Data Science GraphReduce: Using Graphs for Feature Engineering Abstractions This tutorial demonstrates an example feature engineering process on an e-commerce schema and how GraphReduce deals with the complexity of feature engineering on the relational schema.

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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 Engineer Prompt Engineering Machine Learning 98

AWS Machine Learning Blog

APRIL 22, 2024

This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. A roadmap to generative AI for sustainability In the sections that follow, we provide a roadmap for integrating generative AI into sustainability initiatives 1.

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AWS Machine Learning Blog

NOVEMBER 22, 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.

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Python Generative AI AI AI 67

ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. This trainable custom model can then be progressively improved through a feedback loop as shown above.

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AWS Machine Learning Blog

NOVEMBER 29, 2023

Since launching in June 2023, the AWS Generative AI Innovation Center team of strategists, data scientists, machine learning (ML) engineers, and solutions architects have worked with hundreds of customers worldwide, and helped them ideate, prioritize, and build bespoke solutions that harness the power of generative AI.

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AWS Machine Learning Blog

JULY 26, 2023

Generative AI Foundations on AWS is a new technical deep dive course that gives you the conceptual fundamentals, practical advice, and hands-on guidance to pre-train, fine-tune, and deploy state-of-the-art foundation models on AWS and beyond. Learn more about generative AI on AWS. What are other types of generative AI?

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Generative AI Prompt Engineering Prompt Engineer Large Language Models 94

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

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How to Learn Machine Learning

JULY 20, 2024

In this article you will learn about 7 of the top Generative AI Trends to watch out for in this year, so please please sit back relax, enjoy, and learn! Generative AI is an innovative technology that has revolutionized the tech world. 2024 will be no different and will see significant strides in the Generative AI space.

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AWS Machine Learning Blog

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. From the period of September 2023 to March 2024, sellers leveraging GenAI Account Summaries saw a 4.9% increase in value of opportunities created.

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Marktechpost

JANUARY 11, 2024

In 2023, the field of artificial intelligence witnessed significant advancements, particularly in the field of large language models. Notably, generative AI tools gained mainstream awareness, becoming the center of discussions in the IT industry. This initiative is a result of Shutterstock’s collaboration with OpenAI.

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AWS Machine Learning Blog

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

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Marktechpost

JUNE 24, 2024

This interest is not just about the impressive capabilities of ChatGPT in generating human-like text but also about its profound implications for the workforce. These skills underscore the need for workers to adapt and develop new competencies to work effectively alongside advanced AI systems like ChatGPT.

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Mlearning.ai

JANUARY 17, 2024

Each section of this story comprises a discussion of the topic plus a curated list of resources, sometimes containing sites with more lists of resources: 20+: What is Generative AI? 95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc.

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Unite.AI

OCTOBER 2, 2023

pic.twitter.com/pyj8a9HWkB — OpenAI (@OpenAI) September 27, 2023 Currently available for Plus and Enterprise users, OpenAI plans to roll out this feature to all users soon. Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge.

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LLM Prompt Engineer Prompt Engineering Large Language Models 298

ODSC - Open Data Science

AUGUST 11, 2023

How generative AI can enable more people within an organization to self-serve for simple analytics requests. You’ll learn about the 8 layers of the machine learning stack: data, compute, versioning, orchestration, software architecture, model operations, feature engineering, and model development and the tooling and workflow landscape.

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AWS Machine Learning Blog

OCTOBER 7, 2024

A generative AI Slack chat assistant can help address these challenges by providing a readily available, intelligent interface for users to interact with and obtain the information they need. This can lead to productivity losses, frustration, and delays in decision-making.

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Towards AI

MAY 1, 2023

Last Updated on May 2, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers.

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O'Reilly Media

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages.

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Unite.AI

JANUARY 25, 2024

Surge in Generative AI and GPTs: A New Focus in Tech Development The tech world is witnessing a seismic shift in focus, as evidenced by the O'Reilly Report, which highlights a staggering 3,600% surge in interest in Generative Pre-trained Transformers (GPT) and generative AI.

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ODSC - Open Data Science

SEPTEMBER 13, 2023

How to Make Personas Using Generative AI Like ChatGPT Sometimes generic chatbots aren’t enough. Here’s how you can use AI like ChatGPT to make more customized chatbots and personas with ease. Indigos-Inspired Machine Learning as a Poetic Search for Insight Tired of love songs and sad poems?

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AWS Machine Learning Blog

MAY 7, 2024

Although much of the current excitement is around LLMs for generative AI tasks, many of the key use cases that you might want to solve have not fundamentally changed. This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain.

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ODSC - Open Data Science

AUGUST 3, 2023

We couldn’t be more excited to announce that the Preliminary Schedule for ODSC APAC 2023 is now live. Azure OpenAi Service enables you to use AI models like Dall-E 2, GPT-3.5, You’ll cover topics like GANs, and LLMs and get hands-on practice deploying generative models to create pieces of art and text.

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Data Science Large Language Models Data Scientist Prompt Engineer 52

Towards AI

AUGUST 31, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. A good prompt can generate great results whereas a bad prompt can spoil the experience.

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ODSC - Open Data Science

JANUARY 4, 2024

Trending Data Engineering Topics, the Top AI News from 2023, and Mapping Out the Top Open-Source LLM Frameworks 10 Data Engineering Topics and Trends You Need to Know in 2024 Let’s dive in and explore 10 data engineering trends that are expected to shape the industry in 2024 and beyond.

Data Science 52

Data Science Large Language Models LLM Artificial Intelligence 52

Snorkel AI

AUGUST 17, 2023

The former will make the generative model’s outputs (mostly) fall into an expected range. Users can easily constrain an LLM’s output with clever prompt engineering. The problem of accuracy Text-generating AIs are trained to understand language largely by filling in missing tokens. In-context learning.

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Generative AI BERT LLM Prompt Engineer 52

Snorkel AI

AUGUST 17, 2023

The former will make the generative model’s outputs (mostly) fall into an expected range. Users can easily constrain an LLM’s output with clever prompt engineering. The problem of accuracy Text-generating AIs are trained to understand language largely by filling in missing tokens. In-context learning.

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Generative AI BERT LLM Prompt Engineer 52

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. Here are the nine main methods they can use.

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