The Unofficial Google Data Science Blog

APRIL 23, 2024

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Smarten

APRIL 18, 2023

ChatGPT is an AI chatbot developed by OpenAI, launched in November 2022. While new medical techniques and tools can take time to refine and prove, doctors often leverage experimental techniques to save lives. It does not accommodate images and its security compliance has yet to be thoroughly tested.

Digital Transformation 52

Digital Transformation Experimentation ROI Technology 52

CIO Business Intelligence

APRIL 4, 2022

The early days of the pandemic taught organizations like Avery Dennison the power of agility and experimentation. In March 2022, Puri traveled to India to meet the employees he had hired over the past nine months for the first time. Employee crowdsourcing can yield breakthrough ideas.

Experimentation 132

Experimentation Interactive Business Objectives Manufacturing 132

CIO Business Intelligence

AUGUST 17, 2023

The state of play The storied UK IT chief Paul Coby, now CIO of family property developer Persimmon Homes, has seen many trends come and go but he is bullish on generative AI, even though it only made its first appearance in November 2022. “I We’re testing ChatGPT at an individual level,” he says.

Risk 92

Risk Cost-Benefit Strategy Experimentation 92

CIO Business Intelligence

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. Musk and other technology luminaries earlier this year signed an open letter calling for a six-month pause in the frenzied race in AI development.

Risk 134

Risk Manufacturing Enterprise Technology 134

CIO Business Intelligence

JULY 31, 2023

The adoption curve here is by no means gradual, with most enterprise leaders quickly working to harness the technology’s potential mere months after the November 2022 launch of gen AI tool ChatGPT kicked off a wave of enthusiasm (and worry). Some companies have lifted their bans and are allowing limited use of the technology; others have not.

Strategy 95

Strategy Risk Enterprise Risk Management 95

Dataiku

APRIL 22, 2022

For companies with small datasets and a mandate to move beyond experimentation, Frugal AI promises to be a way to overcome this challenge. Today, in 2022, the code (i.e., Learning process frugality is primarily motivated by resource constraints, including limited computational power and limited battery capacity.

Experimentation 59

Experimentation Modeling Business Objectives Manufacturing 59

AWS Big Data

JULY 3, 2023

Look – ahead bias – This is a common challenge in backtesting, which occurs when future information is inadvertently included in historical data used to test a trading strategy, leading to overly optimistic results. Solution overview To set up and test this experiment, we complete the following high-level steps: Create an S3 bucket.

Snapshot 82

Snapshot Data Lake Testing Strategy 82

CIO Business Intelligence

NOVEMBER 4, 2022

The company’s multicloud infrastructure has since expanded to include Microsoft Azure for business applications and Google Cloud Platform to provide its scientists with a greater array of options for experimentation. For McCowan, the key is to give scientists any and all tools that allow them to explore their hypotheses and test theories.

Data Lake 112

Data Lake IT Experimentation Data-driven 112

CIO Business Intelligence

MARCH 7, 2023

Tech companies have laid off over 250 thousand employees since 2022, and 93% of CEOs report preparing for a US recession over the next 12 to 18 months. Devops teams now look to shift left security and implement continuous testing to develop more innovative, secure, and reliable features from the start.

Digital Transformation 144

Digital Transformation Data Governance Experimentation Machine Learning 144

CIO Business Intelligence

AUGUST 2, 2023

Rapid Innovation : The modular nature of composable architectures fosters experimentation and rapid iteration, encouraging continuous innovation. Our Expert Services team can support you in product and project management, technical architecture, front-end engineering, quality assurance, and testing support.

Cost-Benefit 89

Cost-Benefit Experimentation Digital Transformation Optimization 89

O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. It’s by far the most convincing example of a conversation with a machine; it has certainly passed the Turing test. Ethan Mollick says that it is “only OK at search.

IT 262

IT Modeling Testing Risk 262

DataRobot Blog

MARCH 16, 2023

We’ve tightened the loop between ML data prep , experimentation and testing all the way through to putting models into production. Secure, Seamless, and Scalable ML Data Preparation and Experimentation Now DataRobot and Snowflake customers can maximize their return on investment in AI and their cloud data platform.

Modeling 52

Modeling Experimentation Machine Learning Data-driven 52

DataRobot Blog

FEBRUARY 9, 2022

Constantly creating and testing new challenger models. Models need to be simplified by constant iteration and experimentation. With an AutoML system working in the background, you can run experimental challenger models continuously after deployment. 10 Keys to AI Success in 2022.

IT 52

IT Experimentation Machine Learning Data Processing 52

O'Reilly on Data

JULY 25, 2023

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. using “22” for the year 2022). ChatGPT suggested two libraries for me: Moment.js

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Consulting Interactive Software IT 246

DataRobot Blog

FEBRUARY 15, 2023

The real estate market changes over time, so it’s important that our model learns from past data and is tested on a time frame from the future. This helps with getting more creative with your experimentation. By analyzing all of this information, we aim to gain insights and determine an estimated selling price for a new property.

Modeling 52

Modeling Machine Learning Cost-Benefit Metrics 52

DataRobot

JANUARY 20, 2022

The UK Government Health and Care Bill sets up Integrated Care Systems (ICSs) as legal entities from July 2022. The following is a summary list of the key data-related priorities facing ICSs during 2022 and how we believe the combined Snowflake & DataRobot AI Cloud Platform stack can empower the ICS teams to deliver on these priorities.

Data-driven 145

Data-driven Experimentation Modeling Predictive Modeling 145

CIO Business Intelligence

AUGUST 1, 2023

During keynotes and discussions with CIOs, I remind everyone how strategic priorities evolve significantly every two years or less, from growth in 2018, to pandemic and remote work in 2020, to hybrid work and financial constraints in 2022. It might actually be worth something by cleaning it up and using an LLM.”

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

CIO Business Intelligence

SEPTEMBER 27, 2023

Identifying worthwhile use cases Hackajob, a company that provides a platform for organizations to find and recruit IT and developer talent, began piloting generative AI models in the second half of 2022 as part of an informal research and development initiative to explore emerging technology trends.

Strategy 124

Strategy Risk Data-driven Modeling 124