O'Reilly on Data

MARCH 9, 2021

Playing Chess and Go or building ever-better language models have been AI projects for decades. The following projects have a different flavor: In February, PLOS Genetics published an article by researchers who are using GANs (Generative Adversarial Networks) to create artificial human genomes. Using NLP to analyze mutations?

Modeling 364

Modeling Publishing Risk Reporting 364

CIO Business Intelligence

NOVEMBER 13, 2024

According to a new IDC report , 98% of business leaders view AI as a priority for their organization and the research firm expects AI to add $20 trillion to the global economy through 2030. AI has moved out of the IT function and is being pushed out more widely in the organization,” says Ian Beston, director at Coleman Parkes Research. “AI

IT 141

IT Consulting ROI Cost-Benefit 141

O'Reilly on Data

MAY 14, 2020

Innovation/Ideation/Design for UI/X: In traditional software engineering projects, product managers are key stakeholders in the activities that influence product and feature innovation. Understanding exactly what you’re doing, and how it relates to other kinds of projects, will be a huge help in researching and building solutions.

Management 364

Management Experimentation B2B Machine Learning 364

Analytics Vidhya

JUNE 20, 2023

According to the Bureau of Labor Statistics (BLS), the employment of research analysts, including data analysts, is projected to increase by 23% from 2021 to 2031. This significant growth in data analysis careers presents promising prospects for aspiring candidates.

Statistics 337

Statistics Analytics IT Machine Learning 337

Analytics Vidhya

APRIL 25, 2023

The first stage of the ambitious project RedPajama’s purpose, was to reproduce the LLaMA training dataset. The RedPajama effort seeks to alter the game by developing completely open-source models, facilitating research and customization. This dataset contains more than 1.2 trillion tokens.

Modeling 334

Modeling Analytics IT 334

Analytics Vidhya

JUNE 7, 2023

In a new research project, they introduce DIDACT, a revolutionary technique that utilizes large machine learning (ML) models to enhance software development activities. Google AI has made a groundbreaking discovery in the realm of software engineering.

Software 328

Software Machine Learning Modeling Analytics 328

Analytics Vidhya

FEBRUARY 13, 2024

Private investment in AI has soared, with projections indicating substantial growth in the coming years. However, it is crucial to recognize the widespread experimentation and […] The post Top 10 Countries Leading in AI Research & Technology in 2024 appeared first on Analytics Vidhya.

Technology 328

Technology Experimentation Analytics IT 328

CIO Business Intelligence

NOVEMBER 11, 2024

The program, known as Project Transcendence, marks a significant push by the Kingdom to develop a robust AI ecosystem that can rival leading tech hubs, including neighbouring United Arab Emirates and other global technology centers. In recent years, the Kingdom has set up research centers, ministries, and educational programs focused on AI.

Manufacturing 128

Manufacturing Technology Modeling Strategy 128

Analytics Vidhya

AUGUST 7, 2020

Introduction Natural Language Processing (NLP) is one of the most important fields of study and research in today’s world. The post How to Use Texthero to Prepare a Text-based Dataset for Your NLP Project appeared first on Analytics Vidhya. It has many applications in.

Analytics 306

Analytics Unstructured Data IT 306

Analytics Vidhya

APRIL 1, 2024

Founded by Alan Cowen, a former Google DeepMind researcher, the company has secured significant funding for the project. Hume AI, a New York-based startup, has made waves with the introduction of its advanced voice AI equipped with emotional intelligence.

Interactive 318

Interactive Analytics IT Technology 318

CIO Business Intelligence

NOVEMBER 11, 2024

While the ROI of any given AI project remains uncertain , one thing is becoming clear: CIOs will be spending a whole lot more on the technology in the years ahead. Research firm IDC projects worldwide spending on technology to support AI strategies will reach $337 billion in 2025 — and more than double to $749 billion by 2028.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

MARCH 25, 2025

Recent research from IDC, undertaken in partnership with Lenovo, found that 88% of observed POCs dont make the cut to widescale deployment. The level of risk is significantly higher [than non-AI projects] and its fairly rare that the reward outweighs the risk. They figure, If we throw some gen AI into it, well get it approved.

ROI 127

ROI IT Experimentation Risk 127

Analytics Vidhya

SEPTEMBER 17, 2022

Introduction Researchers from all over the world compete to create the most precise and effective picture recognition systems. Therefore, it often makes sense to employ an existing neural network design as a starting point for your own projects rather than having them bend […].

Modeling 306

Modeling Data Science Publishing Analytics 306

CIO Business Intelligence

JANUARY 15, 2025

CIOs worried about where the money for new AI initiatives will come from may have some help on the way, with some companies apparently selling off non-core assets to pay for new AI projects. Until now, many companies have cut costs in other areas, laid off staff, or raided the budgets of other departments to pay for AI projects.

Sales 130

Sales Data-driven Marketing Optimization 130

Analytics Vidhya

OCTOBER 23, 2023

ResearchBot is a cutting-edge LLM-powered application project that uses the capabilities of OpenAI’s LLM (Large Language Models) with Langchain for Information retrieval.

Modeling 302

Modeling Analytics IT 302

CIO Business Intelligence

JANUARY 14, 2025

Here are 10 questions CIOs, researchers, and advisers say are worth asking and answering about your organizations AI strategies. Both types of projects deserve attention, even as many CIOs still struggle to find ROI. To counter such statistics, CIOs say they and their C-suite colleagues are devising more thoughtful strategies.

Strategy 141

Strategy ROI Experimentation Risk 141

Analytics Vidhya

APRIL 13, 2023

Interestingly, Elon Musk is advancing Twitter’s AI project, by investing in GPUs, despite having recently called for a pause in developing such technology.

Risk 299

Risk Technology Analytics Big Data 299

CIO Business Intelligence

OCTOBER 23, 2024

Gartner’s research shows that productivity improvements depend heavily on factors such as job complexity, employee experience, and personal engagement with AI tools. However, the real challenge lies in identifying the right use cases where AI can enhance performance and deliver measurable project outcomes that justify the investment.”

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

CIO Business Intelligence

FEBRUARY 6, 2025

The countrys initiatives focused on empowering women in technology, education, and innovation are beginning to pay off, as more female AI engineers and researchers emerge. This investment in womens education is enabling many to break barriers and step into previously male-dominated fields like AI research and development.

Digital Transformation 115

Digital Transformation Technology Strategy IT 115

Analytics Vidhya

MAY 31, 2023

International researchers have used state-of-the-art neural networks and machine learning to create a holographic projection of the iconic painting. Leonardo da Vinci’s masterpiece, the Mona Lisa, has been given a new lease of life thanks to artificial intelligence (AI).

Machine Learning 291

Machine Learning Analytics IT Technology 291

David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

Through their experience with various data-related projects at Uber, Bigeye’s founders had identified reliability as a key concern that impacted the success of data projects. However, only 16% of participants in ISG’s Data Governance Benchmark Research report that data is well trusted in their organization. Enterprises

Data Quality 130

Data Quality Dashboards Data-driven Software 130

Analytics Vidhya

JUNE 27, 2022

The stock market is a risky game, but with the appropriate strategies and research, an investor can create generational wealth. This project is just a tiny […]. Introduction We’ve all heard of the stock market, right? Stock is essentially a share in a specific company.

Marketing 270

Marketing Data Science Publishing Strategy 270

CIO Business Intelligence

OCTOBER 24, 2024

Forrester Research this week unleashed a slate of predictions for 2025. Noting that companies pursued bold experiments in 2024 driven by generative AI and other emerging technologies, the research and advisory firm predicts a pivot to realizing value. Others won’t — and will come up against the limits of quick fixes.”

ROI 127

ROI Data-driven Enterprise Experimentation 127

CIO Business Intelligence

APRIL 24, 2025

Data can be effectively monetized by transforming it into a product or service the market values, says Kathy Rudy, chief data and analytics officer with technology research and advisory firm ISG. It requires ideation, market research, pricing analysis, and go-to-market plans.

Data-driven 134

Data-driven Marketing Risk Sales 134

Analytics Vidhya

JULY 17, 2023

Google is unveiling its latest experimental offering from Google Labs: NotebookLM, previously known as Project Tailwind. Let’s […] The post Google Introduces NotebookLM: Your Personalized Virtual Research Assistant appeared first on Analytics Vidhya.

Experimentation 269

Experimentation Software Modeling Analytics 269

CIO Business Intelligence

JANUARY 21, 2025

CIOs must develop a clear strategy for projecting and demonstrating ROI to ensure that innovation investments align with organizational goals. Optimize existing infrastructure: Evaluate whether current IT systems can support new projects before pursuing upgrades. See also: Gen AI in 2025: Playtime is over, time to get practical.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

CIO Business Intelligence

APRIL 9, 2025

Since the AI chatbots 2022 debut, CIOs at the nearly 4,000 US institutions of higher education have had their hands full charting strategy and practices for the use of generative AI among students and professors, according to research by the National Center for Education Statistics. Would you like to apply?

Interactive 110

Interactive Technology Statistics Consulting 110

CIO Business Intelligence

JANUARY 12, 2025

I think that if any company has an interest to be at the forefront of innovation, Saudi Arabia is a leader in that, with NEOM project, or KAUST University and different projects across the Kingdom. All of Saudi Arabia wants to be leaders across tech or any other area that is relevant in the world of science and technology.

IoT 119

IoT Digital Transformation Consulting Technology 119

David Menninger's Analyst Perspectives

JANUARY 15, 2025

ISG Research asserts that by 2027, one-third of enterprises will incorporate comprehensive external measures to enable ML to support AI and predictive analytics and achieve more consistently performative planning models. Few go deeper or gather external data in a way that makes it accessible across an enterprise.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

David Menninger's Analyst Perspectives

JANUARY 14, 2021

In our ongoing benchmark research project , we are researching the ways in which organizations work with big data and the challenges they face.

Machine Learning 232

Machine Learning Data Governance Big Data Data Science 232

CIO Business Intelligence

NOVEMBER 12, 2024

We are fully funded by the Singapore government with the mission to accelerate AI adoption in industry, groom local AI talent, conduct top-notch AI research and put Singapore on the world map as an AI powerhouse. AIAP in the beginning: Goals and challenges The AIAP started back in 2017 when I was tasked to build a team to do 100 AI projects.

Modeling 116

Modeling Machine Learning Consulting Deep Learning 116

O'Reilly on Data

MARCH 31, 2020

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. Whether you manage customer-facing AI products, or internal AI tools, you will need to ensure your projects are in sync with your business.

Management 363

Management Machine Learning Experimentation Metrics 363

O'Reilly on Data

NOVEMBER 19, 2024

Researchers at Google claim this method outperforms other GraphRAG approaches while needing less compute resources, by using GNNs to re-rank the most relevant chunks presented to the LLM. See the Hearsay-II project , BB1 , and lots of papers by Barbara Hayes-Roth and colleagues. Does GraphRAG improve results?

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

O'Reilly on Data

SEPTEMBER 15, 2020

The key is to start with small and easily identifiable AI projects that will trickle value upwards towards a company’s highest priority goals. They’re on top of the research, and are capable of evaluating and experimenting with new ideas. AI Goals as a Function of Maturity.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

O'Reilly on Data

SEPTEMBER 8, 2020

Compared to Waterfall, Agile gave up on the master plan and specification that governed the project’s shape from start to finish, in favor of many mid-course corrections. MISIM is another research project that envisions a collaborative role for AI.

Experimentation 363

Experimentation Interactive Modeling Software 363

O'Reilly on Data

MARCH 24, 2020

John Myles White , data scientist and engineering manager at Facebook, wrote: “The biggest risk I see with data science projects is that analyzing data per se is generally a bad thing. The same challenge plagues scientific research. Generating data with a pre-specified analysis plan and running that analysis is good.

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

O'Reilly on Data

JUNE 7, 2022

So, are we on the verge of artificial general intelligence, as Nando de Frietas (research director at DeepMind) claims? There is ongoing research on models that can incorporate new information as needed.) Finally, projects like Gato don’t help us understand how AI systems should collaborate with humans. I don’t think so.

Modeling 364

Modeling Interactive Optimization Deep Learning 364