Towards AI

NOVEMBER 14, 2024

However, achieving this impact requires developing customized LLM pipelines for different tasks, and this will require many millions of LLM Developers. LLM Developer is a distinct new role, different from both Software Developer and Machine Learning Engineer, and requires learning a new set of skills and intuitions.

LLM 85

LLM Software Development Machine Learning Data Scientist 85

Unite.AI

SEPTEMBER 27, 2023

FINGPT FinGPT's Operations : Data Sourcing and Engineering : Data Acquisition : Uses data from reputable sources like Yahoo, Reuters, and more, FinGPT amalgamates a vast array of financial news, spanning US stocks to CN stocks. JPMorgan Chase is also putting efforts into harnessing large language models for fraud detection.

Generative AI 304

Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

Unite.AI

JANUARY 25, 2024

This data points to a burgeoning interest in the underlying technologies that power generative AI, reflecting a shift towards more sophisticated, AI-driven solutions in tech development. This topic, which didn't even exist in 2022, has quickly gained traction, now garnering nearly as much attention as transformers.

Prompt Engineering 182

Prompt Engineering Prompt Engineer NLP Generative AI 182

IBM Journey to AI blog

FEBRUARY 13, 2024

While advanced models can handle diverse data types, some excel at specific tasks, like text generation, information summary or image creation. The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial.

Generative AI 354

Generative AI AI AI Chatbots 354

Marktechpost

MAY 21, 2024

Generative AI models, particularly Large Language Models (LLMs), have seen a surge in adoption across various industries, transforming the software development landscape. Historically, symbolic programming has dominated, where developers use symbolic code to express logic for tasks or problem-solving.

Neural Network 111

Neural Network LLM Prompt Engineering Prompt Engineer 111

ODSC - Open Data Science

SEPTEMBER 20, 2023

Adam Ross Nelson on Confident Data Science In this interview, we talk about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering. and have endorsed the idea of government regulation of AI. Sale ends Thursday!

Generative AI 98

Generative AI Prompt Engineering Prompt Engineer Data Scientist 98

ODSC - Open Data Science

OCTOBER 12, 2024

Be sure to check out her talk, “ Gen AI in Software Development. Artificial Intelligence (AI) is not a new concept in the data world. For years, the industry has been developing AI and Machine Learning (ML) models to predict and better understand the data that surrounds us.

Software Development 52

Software Development Prompt Engineering Prompt Engineer AI 52

AWS Machine Learning Blog

AUGUST 22, 2024

With AI-powered analysis, the process of reviewing an average file of a few hundred pages is reduced to minutes with Discovery Navigator. It employs sophisticated AI to extract medical information from records, providing users with structured information that can be easily reviewed and uploaded into their claims management system.

Generative AI 110

Generative AI Auto-complete Software Development Automation 110

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.

OpenAI 108

OpenAI Prompt Engineering Prompt Engineer LLM 108

Topbots

JULY 29, 2024

Here are the courses we cover: Generative AI for Everyone by DeepLearning.ai Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai Open Source Models with Hugging Face by Hugging Face and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

AWS Machine Learning Blog

JUNE 25, 2024

Model generalization Benefits from exposure to diverse text genres and domains during pre-training, enhancing generalization to new tasks. Operational efficiency Uses prompt engineering, reducing the need for extensive fine-tuning when new categories are introduced. We provide a prompt example for feedback categorization.

Automation 123

Automation Prompt Engineering Prompt Engineer Categorization 123

Unite.AI

DECEMBER 5, 2023

With this new wave of AI, there is a new category of machine learning engineers who are focused only on “prompt engineering.” ” This role is different from traditional software development, but it has arisen from the need for new ways to work with AI models.

AI 312

AI AI AI Tools Natural Language Processing 312

Towards AI

MARCH 28, 2024

It is a roadmap to the future tech stack, offering advanced techniques in Prompt Engineering, Fine-Tuning, and RAG, curated by experts from Towards AI, LlamaIndex, Activeloop, Mila, and more. Pre-ordering your copy now and take the first step towards your AI journey! Learn AI Together Community section!

Large Language Models 73

Large Language Models Prompt Engineering Prompt Engineer AI 73

AWS Machine Learning Blog

MAY 21, 2024

We have found that careful prompt engineering is a key success factor and we closely adhere to Anthropic’s prompt engineering resources to maximize completion quality. We also plan to use Bedrock models to tag our existing image library and provide automated suggestions for article images. Why Amazon Bedrock?

Generative AI 128

Generative AI Prompt Engineer Prompt Engineering Metadata 128

AWS Machine Learning Blog

FEBRUARY 1, 2024

Make sure to validate prompt input data and prompt input size for allocated character limits that are defined by your model. If you’re performing prompt engineering, you should persist your prompts to a reliable data store.

Generative AI 133

Generative AI Prompt Engineer Prompt Engineering AI 133

AWS Machine Learning Blog

NOVEMBER 19, 2024

As you browse the re:Invent catalog , select your learning topic and use the “Generative AI” area of interest tag to find the sessions most relevant to you. Its agent for software development can solve complex tasks that go beyond code suggestions, such as building entire application features, refactoring code, or generating documentation.

ML 85

ML Generative AI AI AI 85

Snorkel AI

MAY 4, 2023

Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023. The free virtual conference is the largest annual gathering of the data-centric AI community. Enterprise use cases: predictive AI, generative AI, NLP, computer vision, conversational AI.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023. The free virtual conference is the largest annual gathering of the data-centric AI community. Enterprise use cases: predictive AI, generative AI, NLP, computer vision, conversational AI.

Computer Vision 52

Computer Vision Large Language Models AI AI 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.

Large Language Models 52

Large Language Models LLM Deep Learning Data Science 52

AWS Machine Learning Blog

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. Generative AI model components contain microservices for foundation and custom model invocation operations.

Generative AI 111

Generative AI AI AI Responsible AI 111

Pickl AI

AUGUST 2, 2023

Efforts are continually being made to improve AI models’ safety, robustness, and ethical usage. Software Development ChatGPT can assist developers in writing code snippets, explaining complex programming concepts, or troubleshooting issues. What is ChatGPT Used For? Hack #3: Free Access on Ora.sh

ChatGPT 52

ChatGPT Neural Network Prompt Engineering Prompt Engineer 52

Unite.AI

AUGUST 30, 2023

While ChatGPT requires active human involvement to drive the conversation, providing guidance based on user prompts, the planning process is predominantly dependent on human intervention. Generative AI models like transformers are the State-of-the-Art core technology, driving these autonomous AI agents.

Auto-complete 162

Auto-complete OpenAI Python ChatGPT 162

AWS Machine Learning Blog

APRIL 17, 2023

Sparked by the release of large AI models like AlexaTM , GPT , OpenChatKit , BLOOM , GPT-J , GPT-NeoX , FLAN-T5 , OPT , Stable Diffusion , and ControlNet , the popularity of generative AI has seen a recent boom. This improves model loading time and reduces CPU, GPU, and accelerator memory consumption.

Prompt Engineer 96

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 96

deepsense.ai

OCTOBER 30, 2023

Riding the wave of AutoGPT’s initial popularity surge, we embarked on a mission to uncover its potential for more complex software development projects. These benchmarks measured the ability of the AI models to understand instructions and apply their acquired knowledge to complete a project successfully.

Data Science 116

Data Science LLM Software Engineer Software Development 116

Topbots

SEPTEMBER 11, 2023

While each of them offers exciting perspectives for research, a real-life product needs to combine the data, the model, and the human-machine interaction into a coherent system. AI development is a highly collaborative enterprise. The different components of your AI system will interact with each other in intimate ways.

UX Design 59

UX Design AI AI Automation 59

O'Reilly Media

NOVEMBER 28, 2023

They want a drag-and-drop interface that can be edited on-screen, something that generative AI models don’t yet have. When this happens, it may no longer be recognized as AI; it will just be a feature of Microsoft Office or Google Docs or Adobe Photoshop, all of which are integrating generative AI models.

Generative AI 111

Generative AI AI AI Data Analysis 111

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. Data interactions: Monitor data quality and usage Generative AI models such as LLMs generally work well because they have been trained on a large amount of data.

Generative AI 139

Generative AI LLM ML AI 139

AWS Machine Learning Blog

SEPTEMBER 9, 2024

The AI Service Layer allows Domo to switch between different models provided by Amazon Bedrock for individual tasks and track their performance across key metrics like accuracy, latency, and cost. The request goes through guardrails, which are mechanisms and strategies to enforce the responsible, ethical, and safe use of the AI model.

Software Architect 116

Software Architect Generative AI AI AI 116

Unite.AI

MARCH 13, 2024

Regardless of the approach, the training process for DSLMs involves exposing the model to large volumes of domain-specific textual data, such as academic papers, legal documents, financial reports, or medical records.

Natural Language Processing 204

Natural Language Processing Large Language Models Data Scarcity LLM 204