CIO

APRIL 12, 2023

Data is a key component when it comes to making accurate and timely recommendations and decisions in real time, particularly when organizations try to implement real-time artificial intelligence. The underpinning architecture needs to include event-streaming technology, high-performing databases, and machine learning feature stores.

Artificial Inteligence 320

Artificial Inteligence Artificial Intelligence Machine Learning Agile 320

InfoWorld

MARCH 19, 2024

Federated learning marks a milestone in enhancing collaborative model AI training. It is shifting the main approach to machine learning , moving away from the traditional centralized training methods towards more decentralized ones. To read this article in full, please click here Why should you care?

Machine Learning 86

Machine Learning Artificial Inteligence Training Data 86

TechCrunch

APRIL 26, 2022

Today, one of these, Baseten — which is building tech to make it easier to incorporate machine learning into a business’ operations, production and processes without a need for specialized engineering knowledge — is announcing $20 million in funding and the official launch of its tools.

Artificial Inteligence 211

Artificial Inteligence Machine Learning Applications Engineering 211

InfoWorld

JANUARY 5, 2024

Machine learning is a complex discipline but implementing machine learning models is far less daunting than it used to be. Machine learning frameworks like Google’s TensorFlow ease the process of acquiring data, training models, serving predictions, and refining future results.

Machine Learning 95

Machine Learning Artificial Inteligence Open Source Training 95

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

AWS Machine Learning - AI

MARCH 28, 2024

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains.

Artificial Inteligence 89

Artificial Inteligence Training Generative AI Machine Learning 89

Apiumhub

MAY 15, 2024

Artificial Intelligence 101 has become a transformative force in many areas of our society, redefining our lives, jobs, and perception of the world. AI involves the use of systems or machines designed to emulate human cognitive ability, including problem-solving and learning from previous experiences.

Artificial Inteligence 81

Artificial Inteligence Artificial Intelligence Generative AI Technical Review 81

Xebia

JULY 25, 2023

In this era of rapid technological advancement, Artificial Intelligence (AI) is no longer confined to data analytics or automated systems. Welcome to the incredible journey of "Pixelated Poets", a whimsical AI-driven folk band where creativity meets artificial intelligence.

Artificial Inteligence 130

Artificial Inteligence Artificial Intelligence Video Generative AI 130

O'Reilly Media - Data

DECEMBER 12, 2019

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML.

Machine Learning 198

Machine Learning Artificial Inteligence Technical Review Analysis 198

Openxcell

MARCH 21, 2023

MACHINE LEARNING- the most hyped technology these days due to its ability to automate tasks, detect patterns and learn from the data. In this blog, you will find out the importance of Machine Learning and how it is changing the environment around us. What is Machine Learning?

Artificial Inteligence 52

Artificial Inteligence Machine Learning Artificial Intelligence Training 52

John Snow Labs

JULY 4, 2023

What are Medical Large Language Models (LLMs)? Medical or healthcare large language models (LLMs) are advanced AI-powered systems designed to do precisely that. How do medical large language models (LLMs) assist physicians in making critical diagnoses?

Artificial Inteligence 52

Artificial Inteligence Healthcare Software Review Systems Review 52

CIO

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. Luckily, many are expanding budgets to do so. “94%

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Artificial Inteligence Generative AI Technical Review Software Review 345

Altexsoft

JUNE 16, 2022

Choosing the machine learning path when developing your software is half the success. Yes, it brings automation, so widely discussed machine intelligence, and other awesome perks. So, how would you measure the success of a machine learning model? Machine learning pipeline in a nutshell.

Machine Learning 91

Machine Learning Artificial Inteligence Metrics Performance 91

O'Reilly Media - Data

MAY 16, 2018

Answers to the three most commonly asked questions about maintaining GDPR-compliant machine learning programs. But there’s perhaps no more important—or uncertain—question than how the regulation will impact machine learning (ML), in particular. Does the GDPR prohibit machine learning?

Machine Learning 204

Machine Learning Artificial Inteligence Training Technical Review 204

Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. The same survey shows that putting a model from a research environment to production — where it eventually starts adding business value — takes between 8 to 90 days on average. This article. Better user experience.

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Artificial Inteligence Machine Learning DevOps Tools 145

Apiumhub

DECEMBER 8, 2022

In this article, we will look at the Linear Regression model for Machine Learning , which is one of the most basic models available. With this definition, we now must see the way to train a model following this equation. Introduction. Linear Regression. Conclusion.

Machine Learning 81

Machine Learning Artificial Inteligence Training Retail 81

Cloudera

NOVEMBER 17, 2021

Every AMP includes all the dependencies, industry best practices, prebuilt models, and a business-ready AI application — All deployable with a couple clicks, allowing Data Science teams to start a new project with a working example that they can then customize to their own needs in a fraction of the time. Train Gensim’s Word2Vec.

Machine Learning 124

Machine Learning Artificial Inteligence Hotels Data Engineering 124

G2 Crowd Software

MARCH 20, 2018

[cs_element_section _id=”1″][cs_element_row _id=”2″][cs_element_column _id=”3″] Artificial intelligence (AI) has always been fertile ground for science fiction. Read more: artificial intelligence trends Recently, the topic of AI sparked heated debate between tech moguls Elon Musk and Mark Zuckerberg.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Artificial Intelligence .Net 98

Exadel

APRIL 13, 2021

Python is irreplaceable for Machine Learning, but running Python in production can be a problem if other parts of the system are written using C#. ML.NET is a Machine Learning library for C# that helps deliver Machine Learning features in a.NET environment more quickly. That is where ML.NET can help.

Machine Learning 119

Machine Learning Artificial Inteligence Microservices Training 119

O'Reilly Media - Ideas

JUNE 9, 2020

The biggest problem facing machine learning today isn’t the need for better algorithms; it isn’t the need for more computing power to train models; it isn’t even the need for more skilled practitioners. It’s getting machine learning from the researcher’s laptop to production.

Machine Learning 110

Machine Learning Artificial Inteligence Training Metrics 110

Perficient

JUNE 12, 2024

Introduction In the rapidly evolving software development landscape, Artificial Intelligence (AI) has emerged as a transformative force, redefining traditional methodologies, and significantly enhancing productivity.

Artificial Inteligence 52

Artificial Inteligence Software Development Software Development 52

Cloudera

FEBRUARY 16, 2022

In this example, the Machine Learning (ML) model struggles to differentiate between a chihuahua and a muffin. Model Interpretability. Model Reproducibility. In this article, we explore model governance, a function of ML Operations (MLOps). Machine Learning Model Lineage.

Machine Learning 85

Machine Learning Artificial Inteligence Weak Development Team Construction 85

Altexsoft

MAY 5, 2023

Artificial Intelligence (AI) is one of the crucial catalysts for this innovation: It has enormous potential to revolutionize various facets of vacation and short-term rentals. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

Altexsoft

MAY 12, 2022

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects.

Machine Learning 122

Machine Learning Artificial Inteligence Analysis Energy 122

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.

Machine Learning 130

Machine Learning Artificial Inteligence Software Engineering Engineering 130

Altexsoft

JUNE 29, 2021

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.

Artificial Inteligence 105

Artificial Inteligence Machine Learning Engineering Data Engineering 105

InfoWorld

MAY 13, 2024

Back in the ancient days of machine learning , before you could use large language models (LLMs) as foundations for tuned models, you essentially had to train every possible machine learning model on all of your data to find the best (or least bad) fit.

Artificial Inteligence 89

Artificial Inteligence Generative AI Machine Learning Development 89

Dzone - DevOps

MARCH 29, 2023

Machine learning has become an integral part of many industries, from healthcare to finance and beyond. However, even the most accurate and well-trained machine learning models are useless if they're not deployed in a production environment. That's where machine learning model deployment comes in.

Machine Learning 52

Machine Learning Artificial Inteligence Healthcare Training 52

O'Reilly Media - Data

APRIL 3, 2018

The growing role of data and machine learning cuts across domains and industries. Companies continue to use data to improve decision-making (business intelligence and analytics) and for automation (machine learning and AI). Data Science and Machine Learning sessions will cover tools, techniques, and case studies.

Machine Learning 159

Machine Learning Artificial Inteligence Company Case Study 159

O'Reilly Media - Data

JUNE 5, 2018

Why model development does not equal software development. Artificial intelligence is still in its infancy. Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year. Models degrade in accuracy as soon as they are put in production.

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Artificial Inteligence Machine Learning Software Review Weak Development Team 166

Cloudera

AUGUST 28, 2023

The release of ChatGPT pushed the interest in and expectations of Large Language Model based use cases to record heights. Every company is looking to experiment, qualify and eventually release LLM based services to improve their internal operations and to level up their interactions with their users and customers.

Artificial Inteligence 76

Artificial Inteligence Enterprise Data Knowledge Base 76

Hacker Earth Developers Blog

DECEMBER 26, 2018

According to the Global Banking Outlook 2018 study conducted by Ernst & Young, 60-80% of the banks are planning to increase investment in data and analytics and 40-60% plan to increase investment in machine learning. Analytics and machine learning on their own are mere buzzwords. Impact areas.

Machine Learning 202

Machine Learning Artificial Inteligence Banking Analytics 202

John Snow Labs

AUGUST 31, 2023

Clinical bias in LLM (Language Learning Models) refers to the unfair or unequal representation or treatment based on medical or clinical information. Such biases can arise due to the uneven representation of certain medical conditions, treatments, or patient profiles in the training data. What is Clinical Bias?

Artificial Inteligence 52

Artificial Inteligence Testing Healthcare Systems Review 52

TechCrunch

MAY 30, 2022

Strong Compute , a Sydney, Australia-based startup that helps developers remove the bottlenecks in their machine learning training pipelines, today announced that it has raised a $7.8 ” Strong Compute wants to speed up your ML model training. . ” Strong Compute wants to speed up your ML model training.

Training 278

Training Artificial Inteligence Machine Learning Company 278

The Crazy Programmer

JUNE 14, 2024

Artificial Intelligence (AI) is revolutionizing software development by enhancing productivity, improving code quality, and automating routine tasks. This article provides a detailed overview of the best AI programming tools in 2024. Community Support : Large user base and active community contributing to continuous improvement.

Programming 246

Programming Tools Software Review Artificial Inteligence 246

KitelyTech

MARCH 13, 2023

As technology continues to advance, so does artificial intelligence (AI). In the past, AI was only accessible to large companies with huge budgets, but over the last few years, modern AI frameworks have made AI available to everyone. These frameworks are designed to help developers create and deploy AI models quickly and easily.

Artificial Inteligence 52

Artificial Inteligence Artificial Intelligence Machine Learning Open Source 52

Confluent

FEBRUARY 6, 2019

Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy. It takes much more effort than just building an analytic model with Python and your favorite machine learning framework. Impedance mismatch between data scientists, data engineers and production engineers.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107