TDAN

AUGUST 18, 2020

Modern business is all about data, and when it comes to increasing your advantage over competitors, there is nothing like experimentation. Experiments in data science are the future of big data. Innovations can now win the future. Already, data scientists are making big leaps forward.

Experimentation 59

Experimentation Data Science Big Data Internet of Things 59

Analytics Vidhya

NOVEMBER 11, 2024

Flax’s seamless integration with JAX enables automatic differentiation, Just-In-Time (JIT) compilation, and support for hardware accelerators, making it ideal for both experimental research and production. This blog […] The post A Guide to Flax: Building Efficient Neural Networks with JAX appeared first on Analytics Vidhya.

Experimentation 186

Experimentation Machine Learning Modeling Analytics 186

Analytics Vidhya

APRIL 30, 2024

When it is combined with Jupyter Notebook, it offers interactive experimentation, documentation of code and data. Introduction Python is a popular programming language for its simplicity and readability. This article discusses Python tricks in Jupyter Notebook to enhance coding experience, productivity, and understanding.

Experimentation 323

Experimentation Interactive Visualization Analytics 323

DataRobot Blog

JANUARY 10, 2023

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. This flexibility allows you to import your local code into the DataRobot platform and continue further experimentation using the combination of DataRobot Notebooks with: Deep integrations with DataRobot comprehensive APIs.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

Analytics Vidhya

OCTOBER 19, 2024

While it’s primarily intended for educational and experimental use, OpenAI advises against using Swarm in production settings, but it is a framework worth exploring. OpenAI’s Swarm framework is designed to create a user-friendly and flexible environment for coordinating multiple agents.

Experimentation 201

Experimentation Analytics IT 201

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

JUNE 13, 2024

Introduction Google’s NotebookLM, an experimental AI-driven notebook, is designed to transform the way we interact with and utilize LLMs.

Experimentation 293

Experimentation Interactive Modeling Analytics 293

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 327

Experimentation Analytics Machine Learning 327

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 311

Experimentation Modeling Analytics Deep Learning 311

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 72

Experimentation Testing Measurement 72

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 329

Experimentation Analytics Technology 329

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 391

Modeling Experimentation Data Science Publishing 391

Analytics Vidhya

JULY 19, 2024

We generally use GCP as an experimental platform, so I wanted to deploy MLflow on GCP, but I couldn’t find a detailed guide on how to do so securely. Introduction I recently needed to set up an environment of MLflow, a popular open-source MLOps platform, for internal team use.

Experimentation 193

Experimentation Analytics 193

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 287

Experimentation Interactive Technology Analytics 287

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 277

Experimentation Technology Analytics Machine Learning 277

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 357

Statistics Data Science Experimentation Publishing 357

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 247

Experimentation Software Modeling Analytics 247

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

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

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 101

Experimentation Data Science IT 101

O'Reilly on Data

MAY 14, 2020

AI PMs should enter feature development and experimentation phases only after deciding what problem they want to solve as precisely as possible, and placing the problem into one of these categories. Experimentation: It’s just not possible to create a product by building, evaluating, and deploying a single model.

Management 363

Management Experimentation B2B Machine Learning 363

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

CIO Business Intelligence

OCTOBER 24, 2024

Rosen sees a lot of experimentation without a clear sense of direction, from companies that don’t have a clear idea of what AI projects will match their business needs. Rosen encourages some level of AI experimentation, however, to get employees familiar with the technology and brainstorming about possible uses.

IT 138

IT Experimentation Measurement Risk 138

CIO Business Intelligence

OCTOBER 18, 2024

CIOs view gen AI as a technology that is here to stay, and they are excited about innovating with it, but it will take time and extensive experimentation to deliver value from AI responsibly. First, CIOs — like so many in the IT industry — lack the experience to know what gen AI can actually do. What’s the solution?

Experimentation 142

Experimentation Enterprise Technology Finance 142

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 152

Experimentation Modeling 152

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 147

Modeling Experimentation Data-driven Business Intelligence 147

CIO Business Intelligence

SEPTEMBER 23, 2024

In fact, a new report from Forrester Research found that most healthcare organizations are focused more on short-term experimentation than implementing a broader strategic vision for GenAI. The time is now The time has come for healthcare organizations to shift from GenAI experimentation to implementation. It is still the data.

Management 114

Management Experimentation Strategy Data-driven 114

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

MAY 9, 2024

Experimentation drives momentum: How do we maximize the value of a given technology? Via experimentation. This can be as simple as a Google Sheet or sharing examples at weekly all-hands meetings Many enterprises do “blameless postmortems” to encourage experimentation without fear of making mistakes and reprisal.

Enterprise 112

Enterprise Experimentation Sales Manufacturing 112

CIO Business Intelligence

OCTOBER 10, 2024

Still, a 30% failure rate represents a huge amount of time and money, given how widespread AI experimentation is today. While Gersch recommends tying AI projects to business goals, she also encourages experimentation. The question then becomes: When do CIOs or chief AI officers know it’s time to dump an AI project?

ROI 132

ROI Experimentation Cost-Benefit Metrics 132

CIO Business Intelligence

NOVEMBER 11, 2024

Juntos han logrado una f inanciación de alrededor de 10 millones de euros a través de una synergy grant concedida por el Consejo Europeo de Investigación (ERC) en la convocatoria 2024.

Experimentation 109

Experimentation 109

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 133

Cost-Benefit Experimentation Consulting Modeling 133

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

CIO Business Intelligence

SEPTEMBER 18, 2024

These are all in early-stage experimentation mode and we are evaluating whether it makes sense for us. A company spokesperson described Bernini as “strictly experimental and not available for public use.” But at this point, we have not launched any of these capabilities.”

Digital Transformation 111

Digital Transformation Experimentation Sales Software 111