Dlabs.ai

AUGUST 21, 2023

Companies must be wary about data privacy, especially in sectors where sensitive data, like health or personal information, is prevalent. And the patchwork of global data protection laws means there isn’t a one-size-fits-all solution. Each category might have different implications for both ethics and legality.

Large Language Models 98

Large Language Models Automation AI Modeling AI 98

IBM Journey to AI blog

OCTOBER 16, 2023

Filtering email ML algorithms in Google’s Gmail automate filtering customers’ email into Primary, Social and Promotions categories while also detecting and rerouting spam to a spam folder. In genetic research, gene modification and genome sequencing, ML is used to identify how genes impact health.

Machine Learning 129

Machine Learning ML Algorithm Chatbots 129

TensorFlow

FEBRUARY 3, 2023

After overindulging over the holidays, I resolve to eat healthier, exercise more, spend more time with friends and family, and prioritize my mental health…but they're not *New Year's* resolutions I swear! Model Maker is a low-code solution for customizing your MediaPipe Tasks to fit your app's needs.

Machine Learning 52

Machine Learning ML Categorization Python 52

Unite.AI

DECEMBER 21, 2023

The Semrush SEO tools are divided into four categories: Competitive Research Tools Keyword Research Tools Link Building Tools On-Page & Tech SEO Tools 1. To begin a backlink audit, select the domain and add the brand name, domain categories, and target countries optionally.

AI Tools 245

AI Tools Categorization Explainability AI 245

John Snow Labs

APRIL 22, 2024

Regularly updated and built with cutting-edge algorithms, the Healthcare library aims to streamline information processing and empower healthcare professionals with deeper insights from unstructured medical data sources, such as electronic health records, clinical notes, and biomedical literature. setInputCol("text").setOutputCol("document")

NLP 64

NLP Categorization Natural Language Processing BERT 64

Viso.ai

DECEMBER 18, 2023

Healthcare professionals can use artificial patient data while keeping the statistical properties of real-world health data. Generation With Agent-Based Modeling Another way to generate data is to fit the real data to a known distribution, or agent-based modeling. As a result, individual privacy and personal information remain intact.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

Flipboard

JULY 31, 2023

This dataset is a good fit for people looking to detect infrastructure damage or people conducting inspections with aerial platforms. Image classification involves assigning a label to an image from a predetermined set of categories. This labeled dataset serves as the training data for the machine learning model.

Machine Learning 104

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 104

AWS Machine Learning Blog

SEPTEMBER 5, 2023

It plays an important role in identifying and safeguarding sensitive personal identifiable and health information (PII, PHI). We use the powerful generating capability of LLMs to generate the final decision including safe/unsafe labels and category type. The final results rely on a LLM with a specific prompt template.

Generative AI 95

Generative AI LLM ML Computer Vision 95

Mlearning.ai

MAY 16, 2023

It is used to extract data from various sources, transform the data to fit a specific data model or schema, and then load the transformed data into a target system such as a data warehouse or a database. They have multiple data sources including electronic health records, claims data, and patient surveys.

Explainability 52

Explainability ETL Big Data Machine Learning 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Compared to classic ML and MLOps, FMOps and LLMOps defer based on four main categories that we cover in the following sections: people and process, selection and adaptation of FM, evaluation and monitoring of FM, data privacy and model deployment, and technology needs.

Generative AI 103

Generative AI Prompt Engineer Prompt Engineering AI 103

Mlearning.ai

FEBRUARY 24, 2024

Margrethe Vestager, the “Executive Vice President of the European Commission for A Europe Fit for the Digital Age” (wow — I want a job title like this as well), says that the Act does not hinder innovation but promotes it and creates clear guidelines. This means they share the fate of almost the entire European digital industry.

AI 98

AI AI Generative AI ChatGPT 98

Topbots

MARCH 18, 2024

Top Use Cases Across Different Categories Custom GPTs are specifically crafted to serve a wide range of purposes, from generating content to conducting intricate analyses. Visuals The visual category of custom GPT applications brings a new dimension to creativity and design.

AI Tools 52

AI Tools Artificial Intelligence Artificial Intelligence Prompt Engineer 52

IBM Journey to AI blog

SEPTEMBER 20, 2023

IBM watsonx.data is a fit-for-purpose data store built on an open lakehouse architecture to scale AI workloads for all of your data, anywhere. IBM watsonx consists of the following: IBM watsonx.ai It consists of several key paradigms that aid the scalability of AI deployments: Policy-based, zero-touch provisioning of the full software stack.

Large Language Models 225

Large Language Models DevOps AI Modeling Automation 225

Mlearning.ai

JUNE 2, 2023

Task can be modular , which means the code knows where exactly to fit and what to do. Task like training a Neural network fall under this category. Machine Learning in Health Care Conclusion If you are working on a data analysis or machine learning project that requires a lot of interactive exploration and visualization, then .ipynb

Python 52

Python Neural Network Computer Vision Machine Learning 52

Heartbeat

MARCH 8, 2023

Text Categorization Text categorization is a machine-learning approach that divides the text into specific categories based on its content. After being trained on a large corpus of data with predefined categories, the model learns to predict the appropriate category based on the text content.

Machine Learning 52

Machine Learning Algorithm Categorization NLP 52

AWS Machine Learning Blog

NOVEMBER 14, 2023

We design our stores to enable hundreds of millions of unique products to be sold by us and by third parties across dozens of product categories. In addition, we offer subscription services such as Amazon Prime, a Our vision is to be the leading provider of quality, affordable, and accessible health care services in the communities we serve.

Natural Language Processing 94

Natural Language Processing Python Machine Learning Algorithm 94

IBM Journey to AI blog

DECEMBER 20, 2023

Cloud computing services and management products fall into three primary categories: Software-as-a-Service (SaaS) offers applications hosted on a cloud server and distributed to end-users over the public internet. For instance, hospitals and health systems used to store all of their business and medical records on-premises.

DevOps 258

DevOps Machine Learning Automation Big Data 258

ODSC - Open Data Science

OCTOBER 27, 2023

Figure 1: Phases of Intelligent Document Processing Document Classification A common challenge when dealing with large amounts of documents is identifying the documents, sorting them into categories, and then further processing them. The core idea behind this phase is automating the categorization or classification using AI.

IDP 98

IDP LLM Large Language Models AI 98

Unite.AI

JANUARY 15, 2024

CodePal AI Tools CodePal offers a range of AI tools that can be grouped into seven categories: Code Writers Code Helpers DevOps Web Developers Product Tools Excel Tools Superheroes I will explain each tool so you get an overview of everything CodePal can do. CodePal AI comes with lots of different tools.

Explainability 147

Explainability DevOps AI AI 147

The MLOps Blog

JANUARY 23, 2023

Automating health checks. And when we speak about continuous monitoring, it is basically automated monitoring of various ML health checks. You need to answer two questions before you do that: What do you know can go wrong, and can you set up health checks for that? Do you even have a real need to set up those health checks?

DevOps 59

DevOps Metadata Software Engineer Data Scientist 59

Cold Takes

FEBRUARY 10, 2023

I think it’s bad to rush into a mediocre fit with one of these jobs, and better (if necessary) to stay out of AI-related jobs while skilling up and waiting for a great fit. These are some of the main categories of hopes that are pretty easy to picture today. Staying open-minded and adaptable is crucial.

AI 40

AI AI Neural Network Deep Learning 40

Google Research AI blog

MAY 10, 2023

Using graphs to build pangenomes In the typical analysis workflow for high-throughput DNA sequencing, a sequencing instrument reads millions of short pieces of an individual’s genome, and a program called a mapper or aligner then estimates where those pieces best fit relative to the single, linear human reference sequence.

Convolutional Neural Networks 124

Convolutional Neural Networks Neural Network Deep Learning 124

Snorkel AI

JUNE 22, 2023

It’s a superset of everything tied to building models, but things that are tied to building some category of a model—whether that’s an econometric model, whether that’s a machine learning model, which is the largest share of those projects. That is still in flux and being worked out.

Data Quality 52

Data Quality Automation Data Scientist ML 52

Snorkel AI

JUNE 22, 2023

It’s a superset of everything tied to building models, but things that are tied to building some category of a model—whether that’s an econometric model, whether that’s a machine learning model, which is the largest share of those projects. That is still in flux and being worked out.

Data Quality 52

Data Quality Automation Data Scientist ML 52

AI Impacts

DECEMBER 22, 2022

Halting categories of work until strong confidence in its safety is possible, e.g. as would occur if AI researchers agreed that certain systems posed catastrophic risks and should not be developed until they did not. We might accidentally make them due to error, but there is not some deep economic force pulling us to make them.

AI 130

AI AI AI Researcher AI Research 130

Unite.AI

MAY 17, 2024

Yet, even with the strong customer demand in this category, the customer journey has not been touched by AI. We offer international employees health benefits using a global health benefits provider. We have three tiers of offerings: Silver, Gold and Platinum.

Automation 246

Automation Conversational AI AI AI 246

Viso.ai

MARCH 11, 2024

Then, the Convolutional Neural Network (CNN) classified these regions into different object categories. During the training process, the model learns to use these anchors and adjust them accordingly to fit the actual objects. This was done by using a region proposal algorithm to generate potential bounding boxes (regions) in the image.

Explainability 52

Explainability Convolutional Neural Networks Neural Network Computer Vision 52

The MLOps Blog

OCTOBER 3, 2023

Mikiko Bazeley: I think it comes down to understanding the different types of feature stores that are out there, and even understanding why a virtual feature store is maybe just a terrible name for what FeatureForm is category-wise; it’s not very descriptive. There are three types of feature stores. Most people don’t realize this.

ML 52

ML Data Scientist Machine Learning Data Science 52

Unite.AI

MAY 9, 2024

These modifications, which can have significant implications for health and disease when disrupted, can now be studied with remarkable accuracy. For certain crucial categories of interactions, AlphaFold 3 has even doubled the prediction accuracy compared to traditional methods.

AI Modeling 246

AI Modeling AI AI Machine Learning 246

The MLOps Blog

JUNE 27, 2023

Assess the pricing models, including any hidden costs, and ensure they fit your budget and scaling requirements. Read more Best Tools to Do ML Model Serving Model observability Model observability tools can allow you to gain insights into the behavior, performance, and health of your deployed ML models. For example, neptune.ai

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

The MLOps Blog

MAY 9, 2023

For example: Is it too large to fit the infrastructure requirements? Some monitoring components also monitor the pipeline’s operational efficiency, including: pipeline health, API calls, requests timeout, resource usage, and so on. How long does it take to return a prediction? How much resource (CPU usage, memory, e.t.c.)

ML 98

ML Machine Learning Metadata Automation 98

Topbots

APRIL 28, 2023

All in all, "Map" seems to be a word that fits well with each of the three initial words, as it encapsulates the ideas of artistic creation, planning and direction, and movement and navigation. Health This response read as quite convincing. The word "man" can be associated with the concept of identity or individuality.

Large Language Models 52

Large Language Models Natural Language Processing Robotics Explainability 52

Google Research AI blog

JANUARY 24, 2023

We specifically looked at evaluations of unfair gender bias, both in natural language and in contexts such as gender-inclusive health. Our research and engineering efforts span many areas, including accessibility, health, and media representation, with the end goal of promoting inclusion and meaningfully improving people’s lives.

Responsible AI 99

Responsible AI AI AI ML 99

AWS Machine Learning Blog

JANUARY 9, 2023

There is no one-size-fits-all approach, and it’s important for ML practitioners to look for tried-and-proven methods to address recurring ML hosting challenges. Use fitness functions to select the right ML inference option. Fitness functions help you obtain the necessary data to allow for the planned evolution of your architecture.

ML 74

ML Auto-complete Auto-classification Deep Learning 74

Marktechpost

MAY 2, 2024

It categorizes great technology, such as AI, as being of national interest in order to improve national security, the economy, public services, health, and education. The guidelines promote customized approaches to AI risk management and can be adjusted to fit any organization and scenario.

Artificial Intelligence 145

Artificial Intelligence Artificial Intelligence AI AI 145

Cold Takes

JANUARY 5, 2023

Below, I’ll list some candidate issues fitting these criteria. We’ve seen better health, less poverty and hunger, less violence, more anti-discrimination measures, and few signs of anything getting clearly worse. So perhaps we ought to be identifying particularly important policies, norms, etc.

AI 52

AI AI AI Developer AI Development 52