Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. The fusion of terms “machine learning” and “operations”, MLOps is a set of methods to automate the lifecycle of machine learning algorithms in production — from initial model training to deployment to retraining against new data.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks.

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Generative AI Technical Review Insurance Policies 80

Exadel

JULY 6, 2022

The banking landscape is constantly changing, and the application of machine learning in banking is arguably still in its early stages. Machine learning solutions are already rooted in the finance and banking industry. Machine learning solutions are already rooted in the finance and banking industry.

Artificial Inteligence 140

Artificial Inteligence Machine Learning Banking Fintech 140

TechCrunch

JUNE 16, 2021

As the insurance industry adjusts to life in the 21st century (heh), an AI startup that has built computer vision tools to enable remote damage appraisals is announcing a significant round of growth funding. You’re dealing with so many touch points with your insurance, so many people that need to come and check things out again.

Disaster Recovery 288

Disaster Recovery Insurance Artificial Inteligence 3D 288

Erik Bernhardsson

APRIL 21, 2015

There’s a bunch of companies working on machine learning as a service. Instead of the negative let’s go through the ways I think a machine learning API can actually be useful (ok full disclosure: I don’t think it’s very many). A general purpose outlier detection is not as useful as a model to detect insurance fraud.

Machine Learning 119

Machine Learning Artificial Inteligence Off-The-Shelf Cloud 119

TechCrunch

OCTOBER 26, 2022

LatticeFlow , a startup that was spun out of Zurich’s ETH in 2020, helps machine learning teams improve their AI vision models by automatically diagnosing issues and improving both the data and the models themselves. LatticeFlow uncovers a bias in data for training car damage inspection AI models.

CTO Coach 246

CTO Coach Machine Learning Artificial Inteligence Training 246

TechCrunch

AUGUST 12, 2022

The company’s machine learning-powered preventative care aims to predict and avoid dangerous (and costly) medical crises, saving everyone money and hopefully keeping them healthier in general — and it has raised $45 million to scale up. And in this case the AI was trained on 65 million anonymized medical records.

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Artificial Inteligence Machine Learning Insurance Technical Review 215

CIO

MARCH 11, 2025

An example of this would be when an insurance claims processing workflow involves automated validation of structured data such as verifying policy numbers and coverage dates combined with manual review of unstructured documents such as medical reports or exception cases that require human interpretation.

How To 191

How To Systems Review Technical Review Software Review 191

Altexsoft

APRIL 13, 2021

The insurance industry is notoriously bad at customer experience. In the last few years, Chinese tech giants have been making massive strides at becoming the center of insurance innovation. To compete, insurance companies revolutionize the industry using AI, IoT, and big data. Not in China though. Why automate claims?

Machine Learning 87

Machine Learning Artificial Inteligence Insurance Technical Review 87

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. PEFT is a set of techniques designed to adapt pre-trained LLMs to specific tasks while minimizing the number of parameters that need to be updated. You can also customize your distributed training.

AWS 94

AWS Artificial Inteligence Generative AI Training 94

DataRobot

JULY 21, 2022

Download the Machine Learning Project Checklist. Planning Machine Learning Projects. Machine learning and AI empower organizations to analyze data, discover insights, and drive decision making from troves of data. More organizations are investing in machine learning than ever before.

Machine Learning 98

Machine Learning Artificial Inteligence Development Team Review Software Review 98

CIO

AUGUST 21, 2024

Potential use cases spread across vertical industries that are steeped in document-intensive processes, including healthcare, financial services, banking, and insurance. Consider an insurance company corporate inbox that accepts claims, underwriting, and policy servicing submissions.

Artificial Inteligence 174

Artificial Inteligence Insurance Machine Learning Healthcare 174

TechCrunch

JANUARY 19, 2021

K Health , the virtual healthcare provider that uses machine learning to lower the cost of care by providing the bulk of the company’s health assessments, is launching new tools for childcare on the heels of raising cash that values the company at $1.5 “There’s an opportunity to do much better and potentially cheaper. .

Virtualization 232

Virtualization Healthcare Pharmaceuticals Machine Learning 232

Erik Bernhardsson

APRIL 21, 2015

There’s a bunch of companies working on machine learning as a service. Instead of the negative let’s go through the ways I think a machine learning API can actually be useful (ok full disclosure: I don’t think it’s very many). A general purpose outlier detection is not as useful as a model to detect insurance fraud.

Machine Learning 100

Machine Learning Artificial Inteligence Off-The-Shelf Cloud 100

TechCrunch

MARCH 15, 2021

” But the company also argues that today’s bots focus on basic task automation that doesn’t offer the kind of deeper insights that sophisticated machine learning models can bring to the table. ” To help businesses get started with the platform, DeepSee.ai offers three core tools.

Artificial Inteligence 240

Artificial Inteligence Insurance Machine Learning Systems Review 240

AWS Machine Learning - AI

NOVEMBER 15, 2024

The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features. The first round of testers needed more training on fine-tuning the prompts to improve returned results. 3778998-082024

Generative AI 112

Generative AI AWS Groups Artificial Inteligence 112

TechCrunch

JULY 20, 2021

In 2013, I was fortunate to get into artificial intelligence (more specifically, deep learning) six months before it blew up internationally. It started when I took a course on Coursera called “Machine learning with neural networks” by Geoffrey Hinton. It was like being love struck.

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Artificial Inteligence Artificial Intelligence Disaster Recovery Machine Learning 316

CIO

APRIL 15, 2022

And 20% of IT leaders say machine learning/artificial intelligence will drive the most IT investment. Insights gained from analytics and actions driven by machine learning algorithms can give organizations a competitive advantage, but mistakes can be costly in terms of reputation, revenue, or even lives.

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Analytics Artificial Inteligence Machine Learning Systems Review 218

TechCrunch

SEPTEMBER 12, 2022

In 2017, three entrepreneurs — Chris Hazard, Mike Resnick and Mike Capps — came together to launch a platform for building AI and machine learning tools geared toward the enterprise. Training on synthetic data has its downsides , it’s worth noting.)

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Artificial Inteligence Machine Learning Training Games 206

TechCrunch

NOVEMBER 9, 2020

Its machine learning-driven technology also can predict risk profiles for patients and look for chronic conditions like pre-diabetes, hypertension, emphysema and more. For those without insurance, they pay a one-time $99 fee on their first visit. . Image Credits: Spora Health. Spora Health costs $9.99 million seed round.

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Technical Review Network Healthcare Systems Review 257

TechCrunch

MARCH 15, 2021

million, funding that Xabi Uribe-Etxebarria, Sherpa’s founder and CEO, said it will be using to continue building out a privacy-focused machine learning platform based on a federated learning model alongside its existing conversational AI and search services. The company has closed $8.5

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B2B Artificial Inteligence Machine Learning Open Source 252

Hacker Earth Developers Blog

MAY 22, 2020

In our third episode of Breaking 404 , we caught up with Srivatsan Ramanujam, Director of Software Engineering: Machine Learning, Salesforce to discuss everything about Machine Learning and the best practices for ML engineers to excel in their careers. Again, focus on Data Science and Machine Learning.

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Machine Learning Artificial Inteligence Software Engineering Engineering 100

TechCrunch

MARCH 30, 2023

The pandemic further accelerated the explosion in online transactions over the past decade, they note, leading to a corresponding uptick in fraud, credit and insurance risk. ” What makes Oscilar different, Narkhede says, is the platform’s heavy reliance on AI and machine learning.

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Fintech Machine Learning Artificial Inteligence Banking 219

CIO

OCTOBER 20, 2023

But home and automobile insurance company Allstate is taking a different approach. based insurer has rebuilt its core application for claims processing, sales, and support, and plans to overhaul its entire portfolio of business processes, all with the aim to enhance and accelerate the customer experience.

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Cloud Insurance Generative AI Machine Learning 204

TechCrunch

APRIL 30, 2021

Incorporating a company or even insurance, for example, owning and buying insurance for your business is somewhat affordable and accessible. “Essentially, we synthesize all of that, and the goal through machine learning is to make sure that applications are utterly compliant with government rules. .

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Small Business Artificial Inteligence Machine Learning Government 247

TechCrunch

DECEMBER 2, 2021

Just last year a team of data scientists under Zindi used machine learning to improve air quality monitoring in Kampala as another group helped Zimnat, an insurance company in Zimbabwe predict customer behavior — especially on who was likely to leave and the possible interventions that would make them stay.

Data 235

Data Machine Learning Artificial Inteligence Training 235

CIO

MARCH 18, 2025

ChatGPT correctly, in my view said it could help by enhancing job opportunities and workforce training, including personalized job coaching and interview prep. As reported in the Wall Street Journal , insurer Allstate is using genAI to make 50,000 emails to customers a day more empathetic on behalf of its 23,000 claims representatives.

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Artificial Inteligence ChatGPT Generative AI B2C 131

CIO

OCTOBER 3, 2024

Rather than pull away from big iron in the AI era, Big Blue is leaning into it, with plans in 2025 to release its next-generation Z mainframe , with a Telum II processor and Spyre AI Accelerator Card, positioned to run large language models (LLMs) and machine learning models for fraud detection and other use cases.

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Artificial Inteligence Generative AI Machine Learning Enterprise 210

The Crazy Programmer

MARCH 15, 2021

It is used in developing diverse applications across various domains like Telecom, Banking, Insurance and retail. It is frequently used in developing web applications, data science, machine learning, quality assurance, cyber security and devops. This can be used in both software and hardware programming.

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Programming Open Source Trends Quality Assurance 317

TechCrunch

AUGUST 25, 2021

Surgeons and nurses performing operations obviously monitor the patient’s vitals closely and have learned to identify the signs of an impending stroke from the EEG monitoring their brainwaves. “There are specific patterns that people are trained to catch with their eyes. covered by insurance).

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Artificial Inteligence Machine Learning Study Transportation 248

Palo Alto Networks

OCTOBER 31, 2024

Like other data-rich industries, banking, capital markets, insurance and payments firms are lucrative targets with high-value information. A newer area of concern we are considering is the trained data. AI versus machine learning (ML) and what it really can do for business.

Banking 102

Banking UI/UX Artificial Inteligence Machine Learning 102

AWS Machine Learning - AI

MARCH 3, 2025

You can also use this model with Amazon SageMaker JumpStart , a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. Performance metrics and benchmarks Pixtral 12B is trained to understand both natural images and documents, achieving 52.5%

Insurance 80

Insurance AWS eCommerce Software Review 80

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 80

Artificial Inteligence AWS Machine Learning Load Balancer 80

TechCrunch

MAY 31, 2022

The third advance involves machine learning to accelerate the process of turning optical data (the CD-style scanning signal) into usable data. It’s less destructive to the original strands but also doesn’t require error-prone measurements like individual photon counts.

Biotech 315

Biotech Pharmaceuticals Study Artificial Inteligence 315

TechCrunch

APRIL 18, 2022

Much of the top developer talent in China has gotten just as expensive as their counterparts in Western countries, observed Wang, who holds a PhD in machine learning from Princeton. Acquiring Mindsay naturally allows Laiye to leapfrog the development challenges of training algorithms for a new language.

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Artificial Inteligence Artificial Intelligence Machine Learning Film 250

TechCrunch

OCTOBER 5, 2021

Andiamo uses machine learning, 3D simulation and 3D printing to create custome braces for children with cerebral palsy, bringing down the cost and improving outcomes for clinicians, patients and families alike. So without any further ado, here are the startups graduating out of the summer 2021 ERA class.

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Company Meeting Sport 3D 208

The Accidental Successful CIO

SEPTEMBER 22, 2021

However, at banks, insurers and other financial companies their use of artificial intelligence is being especially hampered by a scarcity of data and talent. To deal with the talent shortage, the company is ramping up training its employees in AI and other capabilities. Learn what you need to know to do the job.

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Artificial Inteligence Machine Learning Artificial Intelligence Banking 98