Xebia

APRIL 2, 2024

After months of crunching data, plotting distributions, and testing out various machine learning algorithms you have finally proven to your stakeholders that your model can deliver business value. Serving a model cannot be too hard, right? Many different factors influence the architecture around a machine learning model.

Machine Learning 162

Machine Learning Artificial Inteligence Architecture Data 162

InfoWorld

FEBRUARY 15, 2024

Machine learning (ML) is becoming an increasingly important part of the modern application stack. Whether it’s large-scale, public large language models (LLM) like GPT or small-scale, private models trained on company content, developers need to find ways of including those models in their code.

Artificial Inteligence 88

Artificial Inteligence Machine Learning Development Construction 88

InfoQ Culture Methods

JANUARY 23, 2023

Technology has taken significant leaps within the last few years, introducing advancements that have taken us further into the digital age — impacting the software testing industry and we're seeing advances in machine learning, artificial intelligence, and the neural networks making them possible. By Adam Sandman

Artificial Inteligence 143

Artificial Inteligence Artificial Intelligence Machine Learning Testing 143

AWS Machine Learning - AI

FEBRUARY 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness.

Artificial Inteligence 107

Artificial Inteligence AWS Lambda Metrics 107

InfoWorld

JANUARY 31, 2024

The article, Machine learning for Java developers: Algorithms for machine learning , introduced setting up a machine learning algorithm and developing a prediction function in Java. You'll get a quick introduction to Weka, a machine learning framework for Java.

Machine Learning 97

Machine Learning Artificial Inteligence Development Data 97

TechCrunch

NOVEMBER 16, 2021

Machine learning is exploding, and so are the number of models out there for developers to choose from. While Google can help, it’s not really designed as a model search engine. working on machine learning projects, where they saw the kinds of research challenges they are attempting to fix with CatalyzeX.

Artificial Inteligence 346

Artificial Inteligence Machine Learning Development Research 346

TechCrunch

APRIL 7, 2021

One of the more tedious aspects of machine learning is providing a set of labels to teach the machine learning model what it needs to know. It also announced a new tool called Application Studio that provides a way to build common machine learning applications using templates and predefined components.

Artificial Inteligence 333

Artificial Inteligence Machine Learning Artificial Intelligence Data 333

TechCrunch

JANUARY 25, 2023

Tanmay Chopra Contributor Share on Twitter Tanmay Chopra works in machine learning at AI search startup Neeva , where he wrangles language models large and small. Previously, he oversaw the development of ML systems globally to counter violence and extremism on TikTok.

Artificial Inteligence 221

Artificial Inteligence Machine Learning ChatGPT Open Source 221

The Crazy Programmer

DECEMBER 25, 2021

Artificial Intelligence is a science of making intelligent and smarter human-like machines that have sparked a debate on Human Intelligence Vs Artificial Intelligence. Will Human Intelligence face an existential crisis? Development of AI. Tasks Automation.

Artificial Inteligence 336

Artificial Inteligence Artificial Intelligence Machine Learning VR 336

CIO

SEPTEMBER 26, 2023

If IWB hoped to fulfill its mission of helping to usher in a fully renewable future, an intelligent solution had to be developed to accurately predict solar power production. Throughout the development process, IWB’s IT team worked closely with the multi-national, enterprise resource planning (ERP) software leader.

Artificial Inteligence 264

Artificial Inteligence Machine Learning Energy Company 264

TechCrunch

SEPTEMBER 28, 2022

It’s widely understood that after machine learning models are deployed in production, the accuracy of the results can deteriorate over time. launched in 2019 with the goal of helping companies monitor their models to ensure they stayed true to their goals. snags $15M Series A to grow machine learning monitoring tool.

Machine Learning 244

Machine Learning Artificial Inteligence Meeting Research 244

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 363

Artificial Inteligence Artificial Intelligence Machine Learning Agile 363

CIO

OCTOBER 4, 2022

From delightful consumer experiences to attacking fuel costs and carbon emissions in the global supply chain, real-time data and machine learning (ML) work together to power apps that change industries. more machine learning use casesacross the company. By Bryan Kirschner, Vice President, Strategy at DataStax.

Machine Learning 297

Machine Learning Artificial Inteligence Data Architecture 297

TechCrunch

MAY 10, 2022

The situation for machine learning (ML) isn’t entirely dissimilar; unless ML is core to your software — and it probably isn’t — why would you waste time on assembling an entire infrastructure. To solve that precise issue, Slai is building a developer-first platform for machine learning.

Machine Learning 207

Machine Learning Artificial Inteligence Development Applications 207

TechCrunch

APRIL 7, 2021

As a company founded by data scientists, Streamlit may be in a unique position to develop tooling to help companies build machine learning applications. For starters, it developed an open-source project, but today the startup announced an expanded beta of a new commercial offering and $35 million in Series B funding.

Machine Learning 338

Machine Learning Artificial Inteligence Open Source Recruiting 338

TechCrunch

MAY 9, 2022

Due to the success of this libary, Hugging Face quickly became the main repository for all things related to machine learning models — not just natural language processing. Essentially, Hugging Face is building the GitHub of machine learning. It’s a community-driven platform with a ton of repositories.

Machine Learning 314

Machine Learning Artificial Inteligence Technical Review Training 314

TechCrunch

FEBRUARY 1, 2021

Weights & Biases , a startup building tools for machine learning practitioners, is announcing that it’s raised $45 million in Series B funding. “If you have a model that’s controlling a self-driving car and the car crashes you really want to know what happened,” Biewald said.

Artificial Inteligence 285

Artificial Inteligence Machine Learning Tools Pharmaceuticals 285

Palo Alto Networks

APRIL 2, 2024

Artificial intelligence (AI) plays a crucial role in both defending against and perpetrating cyberattacks, influencing the effectiveness of security measures and the evolving nature of threats in the digital landscape. A large language model (LLM) is a state-of-the-art AI system, capable of understanding and generating human-like text.

Artificial Inteligence 68

Artificial Inteligence Weak Development Team Artificial Intelligence Technical Advisors 68

Cloudera

NOVEMBER 1, 2023

And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database. We invite you to explore the improved functionalities of this latest AMP.

Artificial Inteligence 104

Artificial Inteligence Machine Learning Knowledge Base Architecture 104

TechCrunch

SEPTEMBER 2, 2021

Explosion , a company that has combined an open source machine learning library with a set of commercial developer tools, announced a $6 million Series A today on a $120 million valuation. In 2017, they added Prodigy , a commercial product for generating data for the machine learning model.

Artificial Inteligence 266

Artificial Inteligence Machine Learning Open Source Training 266

Mentormate

DECEMBER 12, 2023

In a previous blog post, we introduced a five-phase framework to plan out Artificial Intelligence (AI) and Machine Learning (ML) initiatives. Today, we delve into the traditional ML workflow and explore how prompt-based development accelerates the process by enabling parallel idea experimentation with minimal investment.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Technical Review Development 52

TechCrunch

NOVEMBER 1, 2021

OctoML , a Seattle-based startup that helps enterprises optimize and deploy their machine learning models, today announced that it has raised an $85 million Series C round led by Tiger Global Management. ” OctoML raises $28M Series B for its machine learning acceleration platform.

Artificial Inteligence 267

Artificial Inteligence Machine Learning Hardware Generative AI 267

AWS Machine Learning - AI

FEBRUARY 6, 2024

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

Artificial Inteligence 93

Artificial Inteligence Pharmaceuticals Generative AI Healthcare 93

CIO

JANUARY 9, 2024

That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many That makes it impractical to train an LLM from scratch. One workaround is to build a system with multiple LLMs.

Artificial Inteligence 298

Artificial Inteligence Enterprise Generative AI Technical Review 298

Daffodil Software

DECEMBER 26, 2023

Artificial Intelligence (AI) is everywhere. One of the popular applications of AI in custom software development is Machine Learning (ML), in which computers, software, and devices perform via cognition (very similar to the human brain).

Artificial Inteligence 75

Artificial Inteligence Machine Learning Examples Artificial Intelligence 75

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 98

Machine Learning Artificial Inteligence Open Source Training 98

CIO

APRIL 26, 2024

Once completed within two years, the platform, OneTru, will give TransUnion and its customers access to TransUnion’s behemoth trove of consumer data to fuel next-generation analytical services, machine learning models and generative AI applications, says Achanta, who is driving the effort, and held similar posts at Neustar and Walmart.

Artificial Inteligence 286

Artificial Inteligence Generative AI Machine Learning Analytics 286

TechCrunch

MAY 2, 2022

The new capital values the company at more than $450 million post-money, and CEO Jyoti Bansal — who’s also the cofounder of BIG Labs and Unusual Ventures — says that it’ll be put toward product development, recruitment, and customer acquisition. Businesses need machine learning here. ”

Artificial Inteligence 234

Artificial Inteligence Machine Learning Technical Cofounder Cloud 234

CIO

FEBRUARY 15, 2024

At the time, the team was focusing on traditional AI, using machine learning capabilities to build a recommendation engine that could help end users perform TPO on the fly. “In This just wasn’t possible with traditional machine learning.

Artificial Inteligence 347

Artificial Inteligence B2C Machine Learning Artificial Intelligence 347

The Crazy Programmer

JANUARY 12, 2022

If we discuss traditional programming, the software development process begins by deciding the product’s technical specifications. Also, the development phase requires multiple testing and deployment efforts. Also, the development phase requires multiple testing and deployment efforts. Assist Programmers to Write Codes.

Artificial Inteligence 221

Artificial Inteligence Artificial Intelligence Machine Learning Guidelines 221

Openxcell

MARCH 23, 2023

But with technological progress, machines also evolved their competency to learn from experiences. This buzz about Artificial Intelligence and Machine Learning must have amused an average person. But knowingly or unknowingly, directly or indirectly, we are using Machine Learning in our real lives.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Examples Artificial Intelligence 98

InfoWorld

APRIL 9, 2024

While they bring new benefits to many different use cases, the number of GPU models available from each manufacturer can overwhelm developers working with machine learning workloads. Further, if considering an on-premises deployment, they must account for the costs associated with data center management.

Machine Learning 83

Machine Learning Artificial Inteligence Data Center Organization 83

TechCrunch

MARCH 17, 2021

OctoML , a Seattle-based startup that offers a machine learning acceleration platform build on top of the open-source Apache TVM compiler framework project , today announced that it has raised a $28 million Series B funding round led by Addition.

Artificial Inteligence 251

Artificial Inteligence Machine Learning Open Source Automotive 251

CIO

MARCH 1, 2023

By Chet Kapoor, Chairman & CEO of DataStax Every business needs an artificial intelligence strategy, and the market has been validating this for years. Now, we have another exciting piece of the puzzle: Kaskada, a machine-learning company that recently joined forces with DataStax. Chet earned his B.S.

Artificial Inteligence 246

Artificial Inteligence Artificial Intelligence ChatGPT Machine Learning 246

CIO

JANUARY 26, 2024

Artificial Intelligence (AI) is a fast-growing and evolving field, and data scientists with AI skills are in high demand. A joint venture with the MIT Schwarzman College of Computing offers three overlapping sub-units in electrical engineering (EE), computer science (CS), and artificial intelligence and decision-making (AI+D).

Artificial Inteligence 264

Artificial Inteligence Programming Artificial Intelligence Machine Learning 264

InfoWorld

JANUARY 17, 2024

Software supply chain provider JFrog is integrating with the Amazon SageMaker cloud-based machine learning platform to incorporate machine learning models into the software development lifecycle. To read this article in full, please click here

Machine Learning 88

Machine Learning Artificial Inteligence Cloud AWS 88

CIO

JANUARY 24, 2024

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain. Financially, it was impractical to deploy the model on GPU-based cloud infrastructure. AI encompasses many things.

Artificial Inteligence 281

Artificial Inteligence Generative AI ChatGPT Machine Learning 281