IBM Journey to AI blog

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. How can you master prompt engineering? Do you use gen AI out of the box?

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Allen AI

DECEMBER 31, 2023

Emphasis on Pasteur’s quadrant, upper right, from Zaira Razu-Aznar’s keynote To put the use in “use-inspired”, models must be deployed, and therefore engineering should be understood as a central component of impactful research. and the model is already in use by the European Centre for Medium Range Weather Forecasts [ blog , paper , code ].

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Computer Vision AI AI Artificial Intelligence 94

Marktechpost

DECEMBER 13, 2023

As a contribution to the research community, the team provided open access to the VALID avatar library, offering diverse avatars suitable for various scenarios. The library includes avatars with 65 facial blend shapes for dynamic expressions and is compatible with popular game engines like Unity and Unreal.

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Metadata Categorization AI AI 97

AWS Machine Learning Blog

MARCH 4, 2024

It can navigate open-ended prompts, and novel scenarios with remarkable fluency, including task automation, hypothesis generation, and analysis of charts, graphs, and forecasts. This lets businesses build generative AI applications integrating diverse multimedia sources and solving truly cross-domain problems.

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Unite.AI

AUGUST 15, 2023

This blog will honestly compare Jasper AI vs Copy AI regarding their unique features, content quality, text editor capabilities, templates, text editors, support services, and pricing. With 50+ templates, you can generate entire blog posts, social media captions, product descriptions, and more in minutes. But which one is better?

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AI AI Chatbots Natural Language Processing 246

NVIDIA

SEPTEMBER 11, 2023

The open-source library — which was not ready in time for August submission to MLPerf — enables customers to more than double the inference performance of their already purchased H100 GPUs at no added cost. It’s been an absolute breeze,” said Naveen Rao, vice president of engineering at Databricks.

Computer Vision 127

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Towards AI

FEBRUARY 15, 2023

Microsoft announced an AI-powered version of the Bing search engine that incorporates OpenAI’s ChatGPT technology into its Edge browser. This week we published a new blog Learn Prompting 101: Prompt Engineering Course & Challenges as a summary of Prompt Engineering and how to talk to LLMs and get the most out of them.

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Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

Heartbeat

FEBRUARY 13, 2023

Kangas, developed by the team at Comet , is an open source tool that allows data developers to load, sort, group, and visualize millions of images at once without the risk of crashing their notebooks. Developed by Comet engineers, Kangas is designed to make it easy for data developers to discover, analyze and display massive datasets.

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AWS Machine Learning Blog

MAY 5, 2023

Voxel51 is the company behind FiftyOne, the open-source toolkit for building high-quality datasets and computer vision models. To create this app, they need a high-quality dataset containing clothing images, labeled with different categories. A retail company is building a mobile app to help customers buy clothes.

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Metadata Computer Vision Machine Learning Data Scientist 75

Bugra Akyildiz

JANUARY 1, 2023

I recently stumbled upon a great blog post that talks about Reliability in Deep Learning Models from Google. They define main 3 different categories: Uncertainty reflects the imperfect or unknown information that makes it difficult for a model to make accurate predictions. Pick the photo that best represents the category.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Our approach applies to both open-source and proprietary models equally. After the completion of the research phase, the data scientists need to collaborate with ML engineers to create automations for building (ML pipelines) and deploying models into production using CI/CD pipelines.

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AWS Machine Learning Blog

FEBRUARY 13, 2024

Let’s demystify this using the following personas and a real-world analogy: Data and ML engineers (owners and producers) – They lay the groundwork by feeding data into the feature store Data scientists (consumers) – They extract and utilize this data to craft their models Data engineers serve as architects sketching the initial blueprint.

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ML ML Engineer Machine Learning Data Scientist 105

Robot Writers AI

MARCH 17, 2024

*Grok Gone Wild: Elon’s Throwing An Open-Source Party, And Everyone’s Invited: In another win for consumers, tech billionaire Elon Musk has decided to open-source his competition to ChatGPT, dubbed ‘Grok.’ “The Pulitzer Board only added this requirement to the journalism category.”

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Heartbeat

SEPTEMBER 18, 2023

Data scientists and ML engineers rely heavily on these platforms because they provide the necessary resources to tackle large-scale and challenging ML problems. This key feature enables data scientists and engineers to work seamlessly with their preferred ML tools and frameworks, ensuring a familiar and efficient working environment.

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ML Data Scientist ML Engineer Machine Learning 52

Allen AI

JULY 27, 2023

The AI2 ImpACT License Project: Open, Responsible AI Licenses for the Common Good A new way to think about AI licensing By Jen Dumas, Crystal Nam, Will Smith, David Atkinson, and Nicole DeCario AI Is Everywhere; What Are the Risks?

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

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Prompt Engineer Prompt Engineering Computer Vision Machine Learning 90

AWS Machine Learning Blog

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

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Google Research AI blog

JUNE 6, 2023

We fine-tuned a large language model to proactively suggest relevant visuals in open-vocabulary conversations using a dataset we curated for this purpose. We open sourced Visual Captions as part of the ARChat project, which is designed for rapid prototyping of augmented communication with real-time transcription. dataset.

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Large Language Models Auto-complete UX Design Software Engineer 69

Heartbeat

MARCH 6, 2023

Source: [link] Computer vision is an interesting field in machine learning as it helps computers understand what they see. Image classification is a computer vision task that allows algorithms to understand an image’s contents and assign one or more categories to the image. Sign up for a free account to use Comet ML’s platform.

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ML Neural Network Computer Vision Deep Learning 52

Heartbeat

FEBRUARY 15, 2023

Source: [link] Text classification is an interesting application of natural language processing. It is a supervised learning methodology that predicts if a piece of text belongs to one category or the other. Open R Studio and in the console, type in the following commands to install the dependencies needed.

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Google Research AI blog

DECEMBER 13, 2022

Data collection is particularly expensive and challenging for robotics because dataset curation requires engineering-heavy autonomous operation , or demonstrations collected using human teleoperations. Finally, we’re open-sourcing the RT-1 code , and hope it will provide a valuable resource for future research on scaling up robot learning.

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Robotics Natural Language Processing Computer Vision Categorization 64

IBM Journey to AI blog

JULY 12, 2023

What if your top three engineers all quit at the same time? Here’s an example of a contingency plan that would help them prepare to face this problem: Assess the severity and likelihood of the risk: A recent study by Open Gear showed that only 9% of global organizations avoid network outages in an average quarter.

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Artificial Intelligence Artificial Intelligence AI AI 100

Heartbeat

JANUARY 5, 2024

There have been great leaps in the LLMs space, from the introduction of Google’s “sentient” LaMDA chatbot, BLOOM, the first high-performance and open-source LLM, and the release of next-generation GPT-3.5 We have seen exploding interest in LLMs and in a broader discipline, Generative AI. models by OpenAI.

Large Language Models 52

Large Language Models LLM Chatbots AI 52

AWS Machine Learning Blog

NOVEMBER 7, 2023

By sourcing context-relevant data, the model can provide informed, up-to-date responses tailored to your use case. This integration provides precise and context-aware answers to complex queries by drawing from a diverse range of sources. The model then skillfully integrates this outside information into its generated text.

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Large Language Models Generative AI LLM AI 94

AWS Machine Learning Blog

OCTOBER 18, 2023

It is already trained on tens of millions of images across many categories. Instead of thousands of images, you can upload a small set of training images (typically a few hundred images or less per category) that are specific to your use case. CodeBuild compiles source code, runs tests, and produces packages that are ready to deploy.

Auto-complete 94

Auto-complete Auto-classification Automation ML 94

Pickl AI

AUGUST 1, 2023

Here are seven benefits of text mining: Information Extraction Text mining enables the extraction of relevant information from unstructured text sources such as documents, social media posts, customer feedback, and more. Text Classification This technique is helpful in the classification of large volumes of text into predefined categories.

Data Analysis 52

Data Analysis Python Categorization Data Mining 52

Heartbeat

APRIL 17, 2023

Classification: Each phrase is then classified into specific named entity categories, such as a person, organization, location, date, or numerical expression. The output is a list of named entities and their corresponding categories. SpaCy supports several categories of named entities, including PERSON, ORG, GPE, DATE, TIME, and MONE.

NLP 52

NLP Natural Language Processing Python Machine Learning 52

Heartbeat

APRIL 11, 2023

Applications for image and video analysis, such as x-ray results, can be created using the open-source computer vision and machine learning software library known as OpenCV (Open Source Computer Vision). Open CV is an open-source library for carrying out computer vision, machine learning, and image processing.

Computer Vision 52

Computer Vision Convolutional Neural Networks Deep Learning Machine Learning 52

Unite.AI

DECEMBER 18, 2023

Bloggers: For bloggers looking to create engaging content, use Sudowrite to generate fresh ideas, craft compelling headlines, and structure your blog posts. It's like having a reliable and endless source of ideas. The Sudowrite brainstorm feature is a never-ending source of creative inspiration!

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Mlearning.ai

MARCH 19, 2023

Because of its wide range of applications in disciplines such as information retrieval, recommendation systems, and search engine optimization, this technique’s popularity has surged in recent years. In this blog, we will look at Learning to Rank, as well as evaluation metrics and optimise functions.

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AWS Machine Learning Blog

MARCH 22, 2023

Rekognition Custom Labels builds off of the existing capabilities of Amazon Rekognition, which is already trained on tens of millions of images across many categories. The workflow allows application developers and ML engineers to automate the custom label classification steps for any computer vision use case.

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Automation Machine Learning ML Computer Vision 80

Pickl AI

FEBRUARY 8, 2023

ChatGPT is an open-source Artificial Intelligence tool by OpenAI that works as a; language Chatbot. In the following blog, let’s look at how ChatGPT changes human function. For example, data visualisation tools can use ChatGPT to automatically generate labels for a bar chart, describing the categories and values represented.

Data Science 52

Data Science ChatGPT Chatbots Data Scientist 52

Dlabs.ai

MAY 19, 2023

We’ve even organized them into categories to help you find the most relevant tools for you. With over 50 ready-to-use templates and “recipes” for assembling larger assets, it caters to various content needs: from engaging blog posts and eye-catching landing pages to compelling social media updates and persuasive ad copy.

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AI Tools AI AI ChatGPT 59

Dlabs.ai

MAY 19, 2023

We’ve even organized them into categories to help you find the most relevant tools for you. With over 50 ready-to-use templates and “recipes” for assembling larger assets, it caters to various content needs: from engaging blog posts and eye-catching landing pages to compelling social media updates and persuasive ad copy.

AI Tools 52

AI Tools AI AI ChatGPT 52

Heartbeat

JANUARY 30, 2023

from comet_ml import Experiment comet_string = """[comet] api_key=K1fGCe5YL4XrwI01qoCSNvY3R project_name=Sentiment Analyis workspace=olujerry """ with open(' comet.config', 'w') as f: f.write(comet_string) Step 2: Import and install all libraries and dependencies. Have you tried Comet? value_counts().plot(kind

Machine Learning 52

Machine Learning Deep Learning Natural Language Processing NLP 52

Flipboard

JULY 31, 2023

Helping You Find the Best Datasets In this blog post, we aim to empower both seasoned and novice data scientists by providing a comprehensive guide to the top machine learning datasets available in 2023. Image classification involves assigning a label to an image from a predetermined set of categories.

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Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 104

AssemblyAI

DECEMBER 28, 2022

Premier Support gives Enterprises that build with AssemblyAI exclusive access to our team of AI specialists, product experts, and engineers to guide them through their journey with us. Stable Diffusion , a publicly-available, high-performing open-source text-to-image model, was also released this year.

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