The Unofficial Google Data Science Blog

OCTOBER 7, 2015

This is essentially the same as finding a truly useful objective to optimize. A small but persistent team of data scientists within Google’s Search Ads has been pursuing item #2 since about 2008, leading to a much improved understanding of the long-term user effects we miss when running typical short A/B tests.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

O'Reilly on Data

JULY 25, 2023

And if I switch tabs to view a paper from 2008, then a song from 2008 could start up. 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.

Consulting 246

Consulting Interactive Software IT 246

O'Reilly on Data

SEPTEMBER 19, 2023

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” People familiar with optimization algorithms will recognize this as a twist on simulated annealing: start with random parameters and attributes, and narrow that scope over time.)

Machine Learning 249

Machine Learning Testing Modeling Cost-Benefit 249

O'Reilly on Data

JULY 15, 2019

After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. To that end, SR 11-7 recommends that financial institutions consider risk from individual models as well as aggregate risks that stem from model interactions and dependencies.

Machine Learning 38

Machine Learning Management Enterprise Risk Management 38

CIO Business Intelligence

DECEMBER 18, 2023

Thanks to this injection of capital, which allowed it to improve its squad through new hires, Hoffenheim finally reached the Germany’s first division in the 2007-2008 season. It was the beginning of a close relationship between SAP and Hoffenheim, which continues today.

Sales 52

Sales Finance Optimization Software 52

CIO Business Intelligence

MARCH 22, 2022

He brings expertise in developing IT strategy, digital transformation, AI engineering, process optimization and operations. In his last role at TCS, as global business head for UK and Europe operations, Bhat was responsible for strategizing and driving business growth, delivery, CXO-level interactions, and business benefits for TCS customers.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

John Wheeler

NOVEMBER 25, 2020

In addition, 73% of the 760 IRM client interactions in 2019 were business leader focused1. Unlike the 2008-2009 Great Recession that was financially-centered in its origin and resolution, the COVID-19 crisis is operationally-centered. It will remain as a new way of conducting business in a cost-optimized, more efficient environment.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

datapine

NOVEMBER 19, 2019

There are a large number of tools used in AI, including versions of search and mathematical optimization, logic, methods based on probability and economics, and many others. Blockchain was invented in 2008 to serve as a ledger of the cryptocurrency bitcoin. The coolest innovation in modern currency, ever.

Technology 279

Technology Internet of Things IT IoT 279

John Wheeler

MARCH 30, 2020

In addition, 73% of the more than 760 IRM client interactions in 2019 were business leader focused. Unlike the 2008-2009 Great Recession that was financially-centered in its origin and resolution, the COVID-19 crisis in operationally-centered. In 2019, Gartner saw a 36% increase in IRM client inquiry by business leaders.

Marketing 59

Marketing Risk Management Risk Digital Transformation 59

Ontotext

DECEMBER 30, 2022

In 2008, we received a small round of funding and focused on bringing this technology to the market. With our customers top of mind, especially those new to knowledge graphs, we provided interactive user guides to speed understanding and implementation.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Ontotext

DECEMBER 30, 2022

In 2008, we received a small round of funding and focused on bringing this technology to the market. With our customers top of mind, especially those new to knowledge graphs, we provided interactive user guides to speed understanding and implementation.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Domino Data Lab

JULY 22, 2019

By virtue of that, if you take those log files of customers interactions, you aggregate them, then you take that aggregated data, run machine learning models on them, you can produce data products that you feed back into your web apps, and then you get this kind of effect in business. Machine learning is a subset of mathematical optimization.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

DataKitchen

MAY 10, 2021

Since 2008, teams working for our founding team and our customers have delivered 100s of millions of data sets, dashboards, and models with almost no errors. Tacking testing and monitoring on as an afterthought is not an optimal way to reduce errors. You and your data team can accomplish the same thing at your organization.

Testing 214

Testing Manufacturing Data Quality Statistics 214

Jet Global

MAY 19, 2020

Due to the uncertainty of the magnitude and the duration of the crisis, CFOs need to optimize cash reserves and liquidity preservation. During the recession in 2008, Gary Michel saw first-hand how the hospitality industry took the hardest hit. Therefore, a CFO’s top priority is to get visibility into liquidity.

Uncertainty 98

Uncertainty Risk Management Reporting 98

Jet Global

APRIL 22, 2020

Explore our interactive infographic to reveal valuable insights on how top CFOs are responding from our recent panel discussion, “How to Navigate Your Business Through This Uncertainty.” Businesses across the globe are facing a level of uncertainty that didn’t exist just months ago. Plan for Multiple Scenarios.

Uncertainty 59

Uncertainty Testing Management Modeling 59

Domino Data Lab

AUGUST 22, 2019

You can home in on an optimal value by specifying, say, 32 dimensions and varying this value by powers of 2. If we were using CBOW, then a window size of 5 (for a total of 10 context words) could be near the optimal value. Interactive bokeh plot of two-dimensional word-vector data. As summarized in Table 11.1, Example 11.9

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Occam's Razor

NOVEMBER 18, 2014

And sometimes they are indeed optimal: 7 Data Presentation Tips: Think, Simplify, Calibrate, Visualize. Better than the table, but perhaps less optimal than the Treemap. You get a confusing little thing, but the visualization is interactive. Short story #1: Treemaps, Sunbursts, Packed Trees, Oh My! Table comes in.

Visualization 143

Visualization Slice and Dice Predictive Modeling Metrics 143

O'Reilly on Data

JANUARY 25, 2021

We’ve explored usage across all publishing partners and learning modes, from live training courses and online events to interactive functionality provided by Katacoda and Jupyter notebooks. in 2008 and continuing with Java 8 in 2014, programming languages have added higher-order functions (lambdas) and other “functional” features.

Machine Learning 363

Machine Learning Software Testing Technology 363

Jet Global

APRIL 5, 2021

Aside from budgeting and forecasting, the FP&A team is also tasked with decision-making support and special projects such as market research and process optimization. For example, pension funds must be able to pay pensioners during any economic conditions, including a crisis like 2008. It also has predictive power. M&A Model.

Modeling 98

Modeling Forecasting Metrics Finance 98