O'Reilly on Data

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. I’d like to share my thoughts on GPT-3 in terms of risks and countermeasures, and discuss real examples of how I have interacted with the model to support my learning journey.

Modeling 346

Modeling Marketing Testing Machine Learning 346

CIO Business Intelligence

NOVEMBER 1, 2023

There’s indeed a lot of hype around the latest wave of large language models (LLM) and associated tools, yet beneath the noise, there’s a whisper about how the technology will one day become indispensable. We were a little ahead of the game, mainly out of necessity,” says Thompson.

Enterprise 128

Enterprise Digital Transformation Modeling Interactive 128

AWS Big Data

APRIL 17, 2024

Analytics as a service (AaaS) is a business model that uses the cloud to deliver analytic capabilities on a subscription basis. This model provides organizations with a cost-effective, scalable, and flexible solution for building analytics. times better price-performance than other cloud data warehouses.

Data Warehouse 91

Data Warehouse Analytics Cost-Benefit Modeling 91

CIO Business Intelligence

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). We didn’t start with a very clear idea of what an LLM could do.”

IT 75

IT Experimentation Cost-Benefit Metrics 75

CIO Business Intelligence

MARCH 18, 2024

SAP and Nvidia announced an expanded partnership today with an eye to deliver the accelerated computing that customers need in order to adopt large language models (LLMs) and generative AI at scale. We wanted to design it in a way that customers don’t have to care about complexity,” he said. “At

Digital Transformation 112

Digital Transformation Optimization Modeling Enterprise 112

Smart Data Collective

OCTOBER 13, 2021

FinTech is about connecting with customers. The more you know about your audience, the more you can offer them. It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. Figuring out the best pricing model can be tricky. How exactly?

Machine Learning 125

Machine Learning Optimization Software Modeling 125

CIO Business Intelligence

AUGUST 18, 2023

For organizations seeking a collaborative win-win approach to outsourcing, the Vested sourcing business model is worth consideration. Or it might want the supplier to implement “efficiencies” while spelling out a transactional pricing scheme that inherently incentivizes the supplier to perform more transactions.

Measurement 98

Measurement Modeling Risk Management 98

CIO Business Intelligence

JANUARY 24, 2024

ChatGPT has turned everything we know about AI on its head. Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. It’s the culmination of a decade of work on deep learning AI. Model sizes: ~5 billion to >1 trillion parameters. AI encompasses many things.

Deep Learning 104

Deep Learning Unstructured Data Machine Learning Modeling 104

CIO Business Intelligence

JANUARY 31, 2024

But AI users must also get over the urge to use the biggest, baddest AI models to solve every problem if they truly want to fight climate change. In addition, she says, “Employees, especially the younger generation, say they’re not going to work at a company that doesn’t have certain environmental goals. Our theory is no.

Cost-Benefit 133

Cost-Benefit Modeling Testing IoT 133

CIO Business Intelligence

OCTOBER 17, 2023

That overall market stability has extended to prices, which, with some exceptions, have remained relatively flat. Google has its own large language model called PaLM , is building its own AI chips (Tensor Processing Units) , and is launching new industry specific AI-based services under the Vertex AI banner.

Marketing 144

Marketing IT Cost-Benefit Enterprise 144

DataRobot Blog

JANUARY 17, 2023

As a data scientist, one of the best things about working with DataRobot customers is the sheer variety of highly interesting questions that come up. Peek into our conversation to learn when machine learning does—and doesn’t—work well in financial markets use cases. For price discovery (e.g., For price discovery (e.g.,

Machine Learning 87

Machine Learning Marketing Experimentation Modeling 87

Smart Data Collective

NOVEMBER 2, 2022

Martech author Allen Martinez talks about the benefits of big data in Fintech marketing. The best Fintech marketers know how to leverage AI and data analytics technology to improve their outreach and branding efforts. How much does your Fintech company depend on big data? How much can you afford to spend?

Marketing 136

Marketing Big Data Data-driven Sales 136

CIO Business Intelligence

JULY 10, 2023

Now, how do we stay ahead in this AI landscape? What foundation frameworks should we develop to make our product teams more productive and gain on our competitors?” His role now encompasses responsibility for data engineering, analytics development, and the vehicle inventory and statistics & pricing teams.

Data Warehouse 98

Data Warehouse Cost-Benefit Unstructured Data Machine Learning 98

CIO Business Intelligence

NOVEMBER 27, 2023

Intelligent assistants are already changing how we search, analyze information, and do everything from creating code to securing networks and writing articles. Gen AI will become a fundamental part of how enterprises manage and deliver IT services and how business users get their work done. Not at all.

Risk 130

Risk Cost-Benefit Modeling Optimization 130

CIO Business Intelligence

AUGUST 23, 2023

That need for complex mathematical modeling at scale makes the finance industry a perfect candidate for the promise of quantum computing, which makes (extremely) quick work of computations, including complex ones, delivering results in minutes or hours instead of weeks and months.

IT 96

IT Machine Learning Risk Optimization 96

datapine

MARCH 31, 2022

Does the idea of discovering patterns in large volumes of information make you want to roll up your sleeves and get to work? How do you get into this field? With analytical and business intelligence competencies, you can also choose to work with specific types of firms or companies operating within a particular niche or industry.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

CIO Business Intelligence

NOVEMBER 18, 2022

The reality is that while the public cloud works incredibly well for plenty of enterprise customers, it isn’t a one-size-fits-all solution. However, that doesn’t mean that the public cloud’s signature pay-for-use pricing model can’t work in a private-cloud scenario. Pulling that data out is where costs can add up.

Cost-Benefit 98

Cost-Benefit Data-driven Risk Enterprise 98

CIO Business Intelligence

JANUARY 10, 2024

FinOps is part of the equation, but from a CIO perspective, you need a top-down view that starts with the strategy before you talk about the components of it,” McMasters says. But many CIOs, worried about going over budget, pre-book too much capacity. We need hard metrics because we’re running 800 instances of cloud computers.

Cost-Benefit 120

Cost-Benefit Measurement Optimization Metrics 120

CIO Business Intelligence

MARCH 9, 2023

IT leaders may find that prices are going up without an accompanying increase in benefits, with technology providers — less dependent on any one industry or geography — taking a harder line on deals, says Achint Arora, a partner in the pricing assurance practice at Everest Group. The group of stakeholders keeps growing.”

Cost-Benefit 111

Cost-Benefit Risk Uncertainty Technology 111

CIO Business Intelligence

SEPTEMBER 29, 2022

New York-based insurance provider Travelers, with 30,000 employees and 2021 revenues of about $35 billion, is in the business of risk. s unique about the [chief data officer] role is it sits at the cross-section of data, technology, and analytics,â?? But we have to bring in the right talent.

Machine Learning 132

Machine Learning Insurance Technology Software 132

CIO Business Intelligence

SEPTEMBER 25, 2023

That’s why, in the summer of 2021, Chris Nardecchia, SVP and chief digital and information officer, set about enabling a transformation that would change Rockwell’s business before it lost ground to a new class of hungry competitors. The Milwaukee, Wisc.-headquartered

Modeling 103

Modeling Manufacturing Digital Transformation Cost-Benefit 103

Data Science 101

OCTOBER 24, 2023

” Derek Gaston (@friedmud) on Threads So @friedmud , by day you are a Supercomputer Programmer, how did that happen? I did internships with automotive firms and then one with Sandia National Lab – where I ultimately worked for a while on massively parallel mod-sim. At my day job, we use it for simulating nuclear reactors.

Testing 105

Testing Software IT Modeling 105

CIO Business Intelligence

JANUARY 9, 2023

Three years ago, IT leaders were squarely focused on how to adopt fledgling AI techniques and approaches into their business models in service of digital transformations that included plans for shifting some workloads to the cloud. Here’s how IT leaders plan to address the biggest issues they expect to face in the year ahead.

IT 145

IT Uncertainty Cost-Benefit Digital Transformation 145

CIO Business Intelligence

JANUARY 11, 2024

Read on to see the pain points tech leaders consider to be their biggest challenges to achieving business profit and growth — and how they plan to address them in the new year. We have to make sure everyone understands what they are doing, why they are doing it, and — most importantly — how success will be measured.”

IT 131

IT Uncertainty Cost-Benefit Strategy 131

CIO Business Intelligence

JUNE 28, 2023

After that, enterprises will have to pay a fee of $3 per user per month for AppFabric, the company said, adding that the pricing reflects support for 30 applications. The assistance is expected to improve the productivity of employees by suggesting intelligent actions across supported SaaS applications.

Enterprise 135

Enterprise Modeling Metrics Machine Learning 135

CIO Business Intelligence

APRIL 20, 2022

So, I was excited to talk to Sundaram (for the fourth of our articles together over the years) about his experience in the role. Since I work with multiple companies across the portfolio, I can bring a broader perspective than they have on their own. How has technology impacted private equity?

Business Driver 98

Business Driver Marketing Strategy Technology 98

CIO Business Intelligence

FEBRUARY 14, 2024

But when it comes to implementing those projects successfully, they turn out to rely on how well the IT organization has implemented basics like connectivity, permissions, and configuration management. How do you achieve data loss prevention when you’re telling your AI to go suck up all this data and reuse it?”

IT 143

IT Metadata Data-driven Management 143

CIO Business Intelligence

SEPTEMBER 12, 2023

The stock prices are soaring. Every CIO and CEO has a slide or three in their deck ready to discuss how generative AI is going to transform their business. Here are N of the dark secrets of generative AI algorithms to keep in mind when planning how to incorporate the technology into your enterprise workflow.

Enterprise 120

Enterprise Consulting Technology IT 120

CIO Business Intelligence

JUNE 6, 2022

It’s not surprising then that he’s already feeling the impact of inflation: With costs going up, Johnson says he’s concerned his IT budget won’t cover all the work it was meant to fund. We are feeling the impact of inflation with price increases in the cost of hardware, equipment, and services. Neither do dollars.

IT 138

IT Consulting Digital Transformation Risk 138

CIO Business Intelligence

JUNE 6, 2023

As we move further into the digital age, we continue to see a growing emphasis on data-driven decision-making. However, this model doesn’t look at the whole picture – it’s overly simplistic and not flexible enough for the way we do business these days. Cloudera “Customers do not buy solely on low price.

Optimization 52

Optimization Cost-Benefit ROI Data-driven 52

AWS Big Data

MARCH 27, 2024

In this post, we discuss how to successfully conduct a proof of concept in Amazon Redshift by going through the main stages of the process, available tools that accelerate implementation, and common use cases. For a POC on Amazon Redshift, we recommend a three-phase process of discovery, implementation, and evaluation.

Testing 98

Testing Data Warehouse Metrics Cost-Benefit 98

Smart Data Collective

MARCH 19, 2023

A data analysis can also answer important questions about your company’s financial health like: how much income was earned this quarter and where does most of your traffic come from? You can start dropshipping as a part-time business at any age and organize a successful business that can include other business models.

Predictive Analytics 127

Predictive Analytics Analytics Manufacturing Advertising 127

CIO Business Intelligence

APRIL 24, 2024

That’s why we are investing $1 billion in generative AI over the next three years and leading the development of new research to explore its potential for our clients, their employees, and end customers.” It means they can now leverage AI technology to enhance operational efficiency, reduce manual work, and innovate at scale,” he said.

Enterprise 73

Enterprise Digital Transformation Consulting Risk 73

Cloudera

FEBRUARY 11, 2022

However, to understand what Ethical AI is, we need to have at least a basic understanding of ML, ML models and the data science lifecycle and how they are related. Machine learning is a promising subfield of Artificial Intelligence (AI), where models are not explicitly predefined. What is A Machine Learning Model .

Machine Learning 93

Machine Learning Sales Data Science Modeling 93

Jet Global

JUNE 22, 2023

We have compiled a list of resources to help you on your journey as a CFO. His blog talks about his experiences as a CFO and gives perspective from both start-up and mature companies. Deloitte CFO Articles & Insights Link: [link] Anyone in finance should know about Deloitte. But does this mean your journey ends there?

KPI 105

KPI Finance Dashboards Digital Transformation 105

CIO Business Intelligence

NOVEMBER 22, 2022

Having worked with retailers on technology projects for 15 years, I’m impressed with their ability to build businesses that hold their own and endure in the face of adversity. How retailers react to these challenges will determine how well their technology investments truly transform the businesses they run.

Digital Transformation 144

Digital Transformation Sales Machine Learning Optimization 144

CIO Business Intelligence

SEPTEMBER 14, 2023

We are committed to enhancing the liquidity, transparency, and integrity of the world’s economy and AI will continue to support our ability to deliver on this mission,” Peterson said in a recent interview with CIO.com in Boston. “It The company, which reported net revenues of $3.6

Risk Management 111

Risk Management Risk Marketing Cost-Benefit 111