CIO Business Intelligence

FEBRUARY 26, 2024

The early 2010’s practice of co-locating talent supercharged collaboration, but also limited organizations’ ability to scale with a workforce based in high-density, cost-prohibitive metros. Leaders should approach culture as an internal capability that needs to be actively maintained, measured, and nurtured from the top down.

Cost-Benefit 98

Cost-Benefit Measurement Strategy Modeling 98

CIO Business Intelligence

AUGUST 14, 2024

Organizations typically start with the most capable model for their workload, then optimize for speed and cost. Measuring costs and value The other major issue with gen AI is the price. The rate of change enterprise workers are expected to adapt to is up to three times what it was in 2010, Curran warns.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

Timo Elliott

JANUARY 10, 2022

For example, we’re see all kinds of legislation requiring companies to measure set targets, measure and report their emissions, for example. He also cited the Costco example of using analytics and machine learning to create algorithms to optimize bread production, again using cameras.

Data Processing 122

Data Processing Machine Learning Manufacturing Technology 122

The Unofficial Google Data Science Blog

AUGUST 27, 2019

This problem can be phrased as an optimization problem — given some fixed review capacity how should we sample videos? The measurement may be biased if our samples are generated from a procedure that samples without replacement, such as reservoir sampling , especially if some items have disproportionate weight, i.e., $p(v_i) cdot n$ is large.

Metrics 98

Metrics Statistics Uncertainty Optimization 98

The Unofficial Google Data Science Blog

JULY 22, 2020

For this reason we don’t report uncertainty measures or statistical significance in the results of the simulation. Ramp-up solution: measure epoch and condition on its effect If one wants to do full traffic ramp-up and use data from all epochs, they must use an adjusted estimator to get an unbiased estimate of the average reward in each arm.

Experimentation 96

Experimentation Statistics Testing Knowledge Discovery 96

O'Reilly on Data

APRIL 23, 2024

Instead of continuing to deploy their attention optimization algorithms for their users’ and suppliers’ benefit, the tech giants began to use them to favor themselves. The most-clicked sponsored products were 17% more expensive and 33% lower ranked according to Amazon’s own quality, price, and popularity optimizing algorithms.

Advertising 338

Advertising Cost-Benefit Marketing Risk 338

Occam's Razor

SEPTEMBER 15, 2014

In blue is how much time we spent in 2010 and in blue the time spent in 2014. was the dramatic shift between 2010 to 2014 to mobile content consumption. But why blame others, in this post let's focus on one important reason whose responsibility can be squarely put on your shoulders and mine: Measurement.

Metrics 143

Metrics Reporting Analytics Marketing 143

Occam's Razor

JULY 26, 2010

If today you are a content site that is only focused on measuring content consumed try to go deeper to understanding CPA of the ads or Visitor Loyalty. 3: Measure complete site success. Measure everyone's success. But donations is just one measure of success (" macro conversion "). So why not measure those?

Metrics 96

Metrics Measurement Dashboards Reporting 96

Occam's Razor

JANUARY 20, 2010

How do you measure success of a online webinar? How do you measure SEO performance on a page level? Every measurement question should start by taking one step back and thinking of goals. Dos: You want that traffic to come on the optimal set of keywords (why simply bounce traffic?). Before you analyze do one small thing.

Metrics 90

Metrics B2B Analytics Measurement 90

Occam's Razor

MARCH 23, 2010

My problem with these mistruths and FUD is that they result in a ton of practitioners and companies making profoundly sub optimal choices, which in turn results in not just much longer slogs but also spectacular career implosions and the entire web analytics industry suffering. our measurement strategies 2. success measures.

Analytics 119

Analytics Consulting Metrics Experimentation 119

Occam's Razor

JUNE 11, 2014

According to eMarketer in 2010 we spent 3:11 (hrs:min) on digital content consumption and 4:24 on TV in the US. I have an option to measure myself, or convert from international sizes. Then we did the next most optimal thing, focused on creating "bold standard" reviews. Create joy-inducing mobile experiences.

Marketing 151

Marketing Strategy Sales IT 151

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

We need to know whether the decision we are optimizing is significant enough to justify the time and experiment resources spent optimizing it. But this does not mean that the slice will continue to exhibit an extreme value on this measurement in the future. Be skeptical, intellectually honest. What is to be done?

Experimentation 62

Experimentation Testing Statistics Metrics 62

Jet Global

JANUARY 14, 2025

By 2010 the world was deep in the Great Recession and working hard on recovery. Measurable ROI Finance teams are set to transform their financial reporting strategies this year, driven by a challenging economic climate. Weve survived a lot in the last 25 years.

Finance 52

Finance Reporting Cost-Benefit Software 52

O'Reilly on Data

FEBRUARY 25, 2025

This isnt good by any measure, but its the best I could do without paying for a cloud LLM API, which I was afraid to do given Python Tutors sizable userbase and tiny budget. If you stress too much about optimizing LLM performance, then youll never ship anything! But in my initial tests a small model like Llama 3.2

Cost-Benefit 210

Cost-Benefit Data Processing Visualization Testing 210

CIO Business Intelligence

APRIL 12, 2022

It will add it to its Spot by NetApp portfolio, the collection of SaaS tools built around the cloud management and cost optimization company it bought in 2022. Microsoft buys Minit to optimize process automation. Qualtrics International, the experience measurement company that was briefly part of SAP, closed its $1.1

Technology 143

Technology Enterprise Consulting Software 143