Analytics Vidhya

JANUARY 17, 2024

The multi-year agreement focuses on helping clients move beyond experimental stages to full-scale generative AI implementations. Capgemini and Amazon Web Services (AWS) have extended their strategic collaboration, accelerating the adoption of generative AI solutions across organizations.

Experimentation 304

Experimentation Analytics Machine Learning 304

Analytics Vidhya

FEBRUARY 6, 2024

Introduction Creating new neural network architectures can be quite time-consuming, especially in real-world workflows where numerous models are trained during the experimentation and design phase. In addition to being wasteful, the traditional method of training every new model from scratch slows down the entire design process.

Experimentation 290

Experimentation Modeling Analytics Deep Learning 290

KDnuggets

JANUARY 24, 2023

Leading expert Ronny Kohavi, drawing from his 20+ years of experience, will walk you through the ins and outs of experimentation, identifying key insights and working through live demos in his live course, Accelerating Innovation with A/B Testing, starting January 30th.

Experimentation 81

Experimentation Testing Measurement 81

Aryng

APRIL 22, 2022

Most managers are good at formulating innovative […] The post How to differentiate the thin line separating innovation and risk in experimentation appeared first on Aryng's Blog. We have seen this as a general trend in start-ups, and we know that it’s an awful feeling!

Experimentation 52

Experimentation Risk Management IT 52

Analytics Vidhya

SEPTEMBER 28, 2023

Introduction The culinary world is a place of experimentation and creativity, where flavors and cultures combine to create delicious foods. AI has now begun to play a crucial role in the food industry by helping chefs and diners.

Experimentation 304

Experimentation Analytics Technology 304

Analytics Vidhya

AUGUST 9, 2022

Recently, experimenters have developed a very sophisticated natural language […]. Introduction to Minerva [link] Google presented Minerva; a neural network created in-house that can break calculation questions and take on other delicate areas like quantitative reasoning. The model for natural language processing is called Minerva.

Modeling 375

Modeling Experimentation Data Science Publishing 375

Analytics Vidhya

JUNE 9, 2023

Zomato, the renowned food and grocery delivery service, has taken a bold step into the world of artificial intelligence (AI) experimentation. Joining the ranks of businesses eager to leverage emerging technologies, Zomato aims to revolutionize the consumer experience through innovative AI-based solutions.

Experimentation 255

Experimentation Technology Analytics Machine Learning 255

Analytics Vidhya

JULY 17, 2023

Google is unveiling its latest experimental offering from Google Labs: NotebookLM, previously known as Project Tailwind. This innovative notetaking software aims to revolutionize how we synthesize information by leveraging the power of language models.

Experimentation 225

Experimentation Software Modeling Analytics 225

Analytics Vidhya

APRIL 18, 2023

An experimental AI agent that can browse the internet and interact with websites much like a human user has been introduced by HyperWrite, a startup well-known for its generative AI writing extension.

Experimentation 272

Experimentation Interactive Technology Analytics 272

Analytics Vidhya

OCTOBER 29, 2021

This article was published as a part of the Data Science Blogathon Introduction to Statistics Statistics is a type of mathematical analysis that employs quantified models and representations to analyse a set of experimental data or real-world studies. Data processing is […].

Statistics 352

Statistics Data Science Experimentation Publishing 352

Dataiku

JANUARY 14, 2021

As more and more organizations continue to invest in their data and analytics practices, the question we repeatedly hear from analytics leaders is, “How can I streamline and scale my teams’ efforts in order to drive even more impact?”.

Experimentation 59

Experimentation Analytics 59

KDnuggets

DECEMBER 27, 2019

In this fourth and final part of the ultralearning data science series, it's time to take the final steps toward developing a deep understanding of the fundamentals and learning how to experiment -- the two aspects that are the ultimate keys to ultralearning.

Experimentation 94

Experimentation Data Science IT 94

Corinium

JANUARY 30, 2020

Ahead of her presentation at CDAO UK, we spoke with Quantum Metric’s Marina Shapira about predictive analytics, why companies should embrace a culture of experimentation how and CAOs and CXOs can work together effectively. What is behavioural research? And what role should it play in an organization's data and analytics strategy?

Metrics 300

Metrics Experimentation Predictive Analytics Strategy 300

CIO Business Intelligence

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. These models will range from renting GPUs to comprehensive full-stack AI services.”

Cost-Benefit 130

Cost-Benefit Experimentation Consulting Modeling 130

Dataiku

JANUARY 30, 2024

With Generative AI top of mind for many companies, IT leaders have been tasked with figuring out how to make the most of this new technology through pilot use cases and experimentation.

Experimentation 111

Experimentation Technology IT 111

KDnuggets

APRIL 14, 2023

AutoGPT is an experimental open-source pushing the capabilities of the GPT-4 language model. Just when we got our heads around ChatGPT, another one came along.

Experimentation 145

Experimentation Modeling 145

CIO Business Intelligence

JULY 12, 2024

“Not only does this particular low-code solution make rapid experimentation possible, it also offers orchestration capabilities so we can plug different services in and out very quickly,” says Pacynski. And if it doesn’t work, we have the flexibility to take out a component and put it in something different without any hassle.”

Experimentation 121

Experimentation Testing Enterprise Strategy 121

David Menninger's Analyst Perspectives

MAY 17, 2023

And recently, ChatGPT has raised awareness of AI and instigated research and experimentation into new ways in which AI can be applied. In addition, analytics vendors have been augmenting business intelligence (BI) products with AI.

Modeling 144

Modeling Experimentation Data-driven Business Intelligence 144

IBM Big Data Hub

JUNE 10, 2024

Facilitating rapid experimentation and innovation In the age of AI, rapid experimentation and innovation are essential for staying ahead of the competition. XaaS models facilitate experimentation by providing businesses with access to a wide range of AI tools, platforms and services on demand.

Experimentation 62

Experimentation Optimization Risk Management Modeling 62

O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. AI PMs must ensure that experimentation occurs during three phases of the product lifecycle: Phase 1: Concept During the concept phase, it’s important to determine if it’s even possible for an AI product “ intervention ” to move an upstream business metric.

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

JUNE 21, 2024

3 – Establish a culture of AI experimentation Coping with fast-changing technology is not a brand-new problem for manufacturers. At the same time, IT leaders can explicitly encourage and incentivize AI experimentation and small-scale pilots throughout the supply chain.

Manufacturing 94

Manufacturing Experimentation Forecasting Data Lake 94

CIO Business Intelligence

JULY 5, 2024

So, to maximize the ROI of gen AI efforts and investments, it’s important to move from ad-hoc experimentation to a more purposeful strategy and systematic approach to implementation. This is why many enterprises are seeing a lot of energy and excitement around use cases, yet are still struggling to realize ROI.

ROI 121

ROI Experimentation Risk Strategy 121

CIO Business Intelligence

JUNE 21, 2024

The AI data center pod will also be used to power MITRE’s federal AI sandbox and testbed experimentation with AI-enabled applications and large language models (LLMs). based research organization into an “AI-native organization” that provides the most efficient, intelligent, and critical data for government agencies.

Experimentation 132

Experimentation Data mining Reporting Data Processing 132

Teradata

FEBRUARY 23, 2023

To become an AI achiever, companies need capabilities to operationalize at scale to achieve business value. Find out how ClearScape Analytics & Vertex AI can help.

Experimentation 52

Experimentation Analytics 52

Dataiku

APRIL 3, 2024

In the quest to combat diseases that afflict humanity, the biopharmaceutical industry has long faced significant challenges, not the least of which is the arduous process of drug discovery and the time-consuming and costly methodologies of traditional scientific experimentation.

Experimentation 64

Experimentation 64

Dataiku

DECEMBER 21, 2023

This is, of course, backed by the notion that many companies spent much of 2023 experimenting with it and are at the point where it’s time to move from theory and experimentation to more wide-scale implementation.

Experimentation 83

Experimentation Enterprise Technology IT 83

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. Davé and his team’s achievements in AI are due in large part to creating opportunities for experimentation — and ensuring those experiments align with CBRE’s business strategy. And those experiments have paid off.

Experimentation 127

Experimentation Strategy Machine Learning Interactive 127

Rocket-Powered Data Science

FEBRUARY 15, 2023

encouraging and rewarding) a culture of experimentation across the organization. Encourage and reward a Culture of Experimentation that learns from failure, “ Test, or get fired! This can be overcome with small victories (MVP minimum viable products, or MLP minimum lovable products) and with instilling (i.e., Test early and often.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

DataRobot Blog

DECEMBER 6, 2022

Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results. These data science teams are seeing tremendous results—millions of dollars saved, new customers acquired, and new innovations that create a competitive advantage. Read the blog.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

DataRobot Blog

MARCH 8, 2023

DataRobot improves collaboration among AI teams so that they can discover and prove the value of models in business use cases through experimentation and then get models into production faster to improve how they run, grow, and optimize their business.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

Occam's Razor

FEBRUARY 7, 2022

Since you're reading a blog on advanced analytics, I'm going to assume that you have been exposed to the magical and amazing awesomeness of experimentation and testing. And yet, chances are you really don’t know anyone directly who uses experimentation as a part of their regular business practice. Wah wah wah waaah.

Experimentation 103

Experimentation Testing Optimization Marketing 103

KDnuggets

DECEMBER 30, 2019

For those of you in a hurry and interested in ultralearning (which should be all of you), this recap reviews the approach and summarizes its key elements -- focus, optimization, and deep understanding with experimentation -- geared toward learning Data Science.

Data Science 101

Data Science Experimentation Optimization IT 101

MLWhiz

SEPTEMBER 7, 2020

I remember picking PyTorch up only after some extensive experimentation a couple of years back. PyTorch has sort of became one of the de facto standards for creating Neural Networks now, and I love its interface. Yet, it is somehow a little difficult for beginners to get a hold of.

Experimentation 141

Experimentation IT 141

IBM Big Data Hub

JANUARY 16, 2024

You need to move beyond experimentation to scale. You want to use AI to accelerate productivity and innovation for your business. You have to move fast. Join us in Boston for Think 2024, a unique and engaging experience that will guide you on your AI for business journey, no matter where you are on the road.

Experimentation 96

Experimentation ROI Consulting Enterprise 96