TechCrunch

MAY 10, 2022

-based companies, 44% said that they’ve not hired enough, were too siloed off to be effective and haven’t been given clear roles. But Piero Molino, the co-founder of AI development platform Predibase , says that inadequate tooling often exacerbates them. These are ultimately organizational challenges.

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

CIO

JANUARY 8, 2025

Over the past few years, enterprises have strived to move as much as possible as quickly as possible to the public cloud to minimize CapEx and save money. Increasingly, however, CIOs are reviewing and rationalizing those investments. Are they truly enhancing productivity and reducing costs? We see this more as a trend, he says.

Cloud 209

Cloud Technical Review Systems Review Budget 209

Trigent

FEBRUARY 14, 2022

Here’s all that you need to make an informed choice on off the shelf vs custom software. While doing so, they have two choices – to buy a ready-made off-the-shelf solution created for the mass market or get a custom software designed and developed to serve their specific needs and requirements.

Off-The-Shelf 81

Off-The-Shelf Software Review Software Artificial Inteligence 81

TechCrunch

NOVEMBER 3, 2020

Online education tools continue to see a surge of interest boosted by major changes in work and learning practices in the midst of a global health pandemic. Udacity also works with companies to build programs as part of their CSR remits, and with tech companies like Microsoft to build programs to get more developers using their tools.

Education 295

Education Enterprise Artificial Inteligence Off-The-Shelf 295

TechCrunch

SEPTEMBER 6, 2021

million (~$6.1M) funding round off the back of increased demand for its computer vision training platform. As it’s an SDK, Mobius Labs’ platform can also be deployed on premise and/or on device — rather than the customer needing to connect to a cloud service to tap into the AI tool’s utility.

Artificial Inteligence 230

Artificial Inteligence Off-The-Shelf Machine Learning Training 230

TechCrunch

NOVEMBER 11, 2020

That has created a huge bonanza for cybercriminals, but also companies that are building tools to combat them. And it should be noted that the round was rumored for almost a month ahead of this , although the sums raised were off by quite a bit: the reports had said $150-200 million. Its valuation is now over $3 billion.

Off-The-Shelf 255

Off-The-Shelf Machine Learning Artificial Inteligence Marketing 255

TechCrunch

JANUARY 12, 2023

Field-programmable gate arrays (FPGA) , or integrated circuits sold off-the-shelf, are a hot topic in tech. The global FPGA market size could reach $14 billion by 2028, according to one estimate, up from $6 billion in 2021. ” Rapid Silicon is developing two products at present: Raptor and Gemini. .

Marketing 215

Marketing Open Source Off-The-Shelf Artificial Inteligence 215

TechCrunch

MARCH 30, 2022

Along that journey, we tried all the off the shelf tools that exist and they had a really hard time keeping pace with the needs and the requests of the business,” CEO Moallemi recalls. “We and then provide CFOs and their teams with strategic planning tools to be able to predict and forecast with better accuracy and with speed.

Off-The-Shelf 241

Off-The-Shelf Strategic Planning Fashion Machine Learning 241

O'Reilly Media - Ideas

JULY 15, 2019

As companies use machine learning (ML) and AI technologies across a broader suite of products and services, it’s clear that new tools, best practices, and new organizational structures will be needed. What cultural and organizational changes will be needed to accommodate the rise of machine and learning and AI?

Machine Learning 21

Machine Learning Artificial Inteligence Banking Enterprise 21

OverOps

NOVEMBER 13, 2018

AIOps, at its core, is a data-driven practice of bridging resources and leveraging AI and machine learning to make predictions based on historical data. 3 Reasons You Should Add AIOps to Your Tooling Arsenal [link] pic.twitter.com/vSkXdYZ1hF. Machine learning and artificial intelligence are complex concepts.

Artificial Inteligence 145

Artificial Inteligence Tools Machine Learning Artificial Intelligence 145

Altexsoft

FEBRUARY 5, 2020

In this article, we’ll discuss what the next best action strategy is and how businesses define the next best action using machine learning-based recommender systems. The funnel for each customer is unique as each customer learns about a company or its services at their own pace and style. This changes the game for marketers.

Machine Learning 110

Machine Learning Artificial Inteligence Marketing How To 110

OverOps

NOVEMBER 13, 2018

AIOps, at its core, is a data-driven practice of bridging resources and leveraging AI and machine learning to make predictions based on historical data. 3 Reasons You Should Add AIOps to Your Tooling Arsenal [link] pic.twitter.com/vSkXdYZ1hF. Machine learning and artificial intelligence are complex concepts.

Artificial Inteligence 124

Artificial Inteligence Tools Machine Learning Artificial Intelligence 124

CIO

MAY 10, 2024

Sastry Durvasula, chief information and client services officer at TIAA, says the multilayered platform’s extensive use of machine learning as part of its customer service line partnership with Google AI makes JSOC a formidable tool for financial and retirement planning and guiding customers through complex financial journeys.

Artificial Inteligence 174

Artificial Inteligence Machine Learning Off-The-Shelf Generative AI 174

CIO

JANUARY 4, 2023

As we’ve grown, we’ve outrun our tools. In 2017, Fast Company wrote that Southwest Airlines’ digital transformation “takes off” with an $800 million technology overhaul, but only $300 million was dedicated to new technology for operations. While weather may have been the root cause, the 16,000 flights canceled between Dec.

Airlines 216

Airlines Off-The-Shelf Weak Development Team Software Development 216

TechCrunch

JUNE 22, 2021

We’ve chronicled, in great detail, the many layers of technology, services and solutions that have been wrapped around the world of education in recent years — and especially in the last year, which became a high watermark for digital learning tools because of COVID-19.

Hardware 244

Hardware Education Software Off-The-Shelf 244

O'Reilly Media - Data

MARCH 22, 2018

Over the years, machine learning (ML) has come a long way, from its existence as experimental research in a purely academic setting to wide industry adoption as a means for automating solutions to real-world problems. There is also a trade off in balancing a model’s interpretability and its performance.

Off-The-Shelf 173

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 173

Altexsoft

APRIL 13, 2021

And when it comes to decision-making, it’s often more nuanced than an off-the-shelf system can handle — it needs the understanding of the context of each particular case. But it does need more advanced approaches that mimic human perception and judgment like AI, Machine Learning, and ML-based Robotic Process Automation.

Machine Learning 87

Machine Learning Artificial Inteligence Insurance Technical Review 87

Altexsoft

JULY 8, 2021

Built in a traditional statistical fashion, the accuracy of outcomes predictive tools provide isn’t always high. To help companies unlock the full potential of personalized marketing, propensity models should use the power of machine learning technologies. Alphonso – the US-based TV data company – proves this statement.

Artificial Inteligence 78

Artificial Inteligence Machine Learning How To Airlines 78

CIO

APRIL 14, 2023

Faced with a long-running shortage of experienced professional developers, enterprise IT leaders have been exploring fresh ways of unlocking software development talent by training up non-IT staff and deploying tools that enable even business users to build or customize applications to suit their needs.

Technical Advisors 173

Technical Advisors CTO Coach Off-The-Shelf Software Development 173

O'Reilly Media - Ideas

JANUARY 8, 2019

From infrastructure to tools to training, Ben Lorica looks at what’s ahead for data. In a recent O’Reilly survey , we found that the skills gap remains one of the key challenges holding back the adoption of machine learning. For most companies, the road toward machine learning (ML) involves simpler analytic applications.

Trends 108

Trends Data Machine Learning Artificial Inteligence 108

Altexsoft

NOVEMBER 11, 2019

Let’s compare the existing options: traditional statistical forecasting, machine learning algorithms, predictive analytics that combine both approaches, and demand sensing as a supporting tool. What is the top pain point for business executives? Worse still, things reshaping customer intentions happen quite unexpectedly.

Machine Learning 14

Machine Learning Artificial Inteligence Analytics Technical Review 14

Bernd Rucker

DECEMBER 21, 2021

In this case, the decision is not too hard: as thousands of companies have the exact same requirements you have, you can simply buy a standard HR software or leverage an off-the-shelf cloud service around payroll. Leveraging one of the low-code tools industries are raging about? How could you go about this?

Off-The-Shelf 114

Off-The-Shelf Software Engineering Software Tools 114

CIO

AUGUST 7, 2023

Examples include GitHub Copilot, an off-the-shelf solution to generate code, or Adobe Firefly, which assists designers with image generation and editing. One example is a model that supports sales deals by connecting gen AI tools to CRM and financial systems to incorporate customers’ prior sales and engagement history.

Generative AI 147

Generative AI Off-The-Shelf Architecture Infrastructure 147

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Product Management 145

Product Management Artificial Inteligence Machine Learning Weak Development Team 145

O'Reilly Media - Ideas

JANUARY 17, 2023

” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. You know the drill: pull some data, carve it up into features, feed it into one of scikit-learn’s various algorithms. What would you say is the job of a software developer? Pretty simple. Building Models.

Software Review 145

Software Review Development Team Review Machine Learning Artificial Inteligence 145

O'Reilly Media - Ideas

OCTOBER 13, 2020

Similarly, in “ Building Machine Learning Powered Applications: Going from Idea to Product ,” Emmanuel Ameisen states: “Indeed, exposing a model to users in production comes with a set of challenges that mirrors the ones that come with debugging a model.”. The field of AI product management continues to gain momentum.

Product Management 125

Product Management Artificial Inteligence UI/UX Off-The-Shelf 125

Altexsoft

JANUARY 27, 2022

Navigating tools like Google Maps or Waze show you the time needed for your trip, calculate your ETA , and create the most optimal route based on road conditions and predicted traffic. In 2021, NYC drivers lost an average of 102 hours in congestion – and before the pandemic that score was even worse. National/local authorities.

Machine Learning 69

Machine Learning Artificial Inteligence Transportation Network 69

Cloudera

MAY 4, 2022

In a retail operation, for instance, AI-driven smart shelf systems use Internet of Things (IoT) and cloud-based applications to alert the back room to replenish items. Artificial intelligence (AI) has been a focus for research for decades, but has only recently become truly viable. Benefits aplenty. Faster decisions . Error reduction.

Artificial Inteligence 130

Artificial Inteligence Off-The-Shelf Systems Review Insurance 130

Altexsoft

JUNE 7, 2019

If your company is among them, you will need to label massive amounts of text, images, and/or videos to create production-grade training data for your machine learning (ML) models. That means you’ll need smart machines and skilled humans in the loop. So how do you choose the data labeling tool to meet your needs?

Tools 88

Tools Data Technical Review Open Source 88

TechCrunch

MARCH 22, 2022

Smartphone cameras have gotten quite good, but it’s getting harder and harder to improve them because we’ve pretty much reached the limit of what’s possible in the space of a cubic centimeter. It may not be obvious that cameras won’t get better, since we’ve seen such advances in recent generations of phones.

Film 246

Film Technical Review Systems Review Weak Development Team 246

Altexsoft

MAY 5, 2023

We will explore prominent use cases, practical examples, and available AI tools that property owners and managers can leverage. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making. It’s worth defining them to move forward on the topic.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

Perficient

JANUARY 17, 2025

Strict regulations around HIPAA, PHI, and PII create significant barriers, making it difficult to adopt off-the-shelf AI solutions from fields like commerce or digital experience. In 2025, the medical device industry trends are not just shaping the futurethey’re redefining the present.

Trends 52

Trends Innovation Artificial Inteligence Healthcare 52

O'Reilly Media - Ideas

JANUARY 24, 2019

Experts weigh in on GraphQL, machine learning, React, micro-frontends, and other trends that will shape web development. We asked our community of experts for their take on the tools and trends that will usher in the greatest changes for the web development world in the coming months. Machine learning in the browser.

Trends 86

Trends Off-The-Shelf SOA Web Development 86

CIO

JULY 24, 2024

The challenge, as many businesses are now learning the hard way, is that simply applying black box, off-the-shelf LLMs, like a GPT-4, for example, will not deliver the accuracy and consistency needed for professional-grade solutions. The key to this approach is developing a solid data foundation to support the GenAI model.

Artificial Inteligence 113

Artificial Inteligence Off-The-Shelf Insurance How To 113

CIO

JULY 14, 2023

But many organizations are limiting use of public tools while they set policies to source and use generative AI models. In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” As so often happens with new technologies, the question is whether to build or buy.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

AWS Machine Learning - AI

MARCH 18, 2025

However, off-the-shelf LLMs cant be used without some modification. Embedding is usually performed by a machine learning (ML) model. SQL is one of the key languages widely used across businesses, and it requires an understanding of databases and table metadata. The following diagram provides more details about embeddings.

Artificial Inteligence 85

Artificial Inteligence Applications Generative AI Off-The-Shelf 85

Altexsoft

OCTOBER 3, 2019

The day may come when a seasoned professional tells you or your colleague about their plan to leave the company in a month. This situation isn’t extraordinary: managers and HR specialists of any organization have been there. What’s clear is that employees and managers will have work to do. The problem can be viewed on a greater scale.

Analytics 16

Analytics Company Off-The-Shelf How To 16