The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

O'Reilly on Data

APRIL 23, 2024

Since launching its Marketplace advertising business in 2016, Amazon has chosen to become a “pay to play” platform where the top results are those that are most profitable for the company. It’s unclear whether this was a lack of imagination or a kind of “ strategy tax.”

Advertising 265

Advertising Cost-Benefit Marketing Risk 265

Occam's Razor

JULY 13, 2017

The sixteen examples neatly fall into nine strategies I hope you’ll cultivate in your analytics practice as you create data visualizations: 1: The Simplicity Obsession. Strategy 1: The Simplicity Obsession. Strategy 2: If Complex, Focus! Strategy 3: Venn Diagrams FTW! Strategy 4: Interactivity With Insightful End-Points.

Visualization 124

Visualization Strategy Interactive Statistics 124

CIO Business Intelligence

FEBRUARY 29, 2024

You’d be forgiven if you’re wondering whether you’ve stumbled on an article from 2016 , but, in fact, the practice of launching an offshore IT center wholly owned and operated by the enterprise it serves is back in vogue with notable twists. Are our leaders committed to the strategy? “No IT Strategy, Offshoring, Outsourcing

Cost-Benefit 102

Cost-Benefit Risk Modeling Strategy 102

datapine

MAY 11, 2022

Concerning professional growth, development, and evolution, using data-driven insights to formulate actionable strategies and implement valuable initiatives is essential. Moreover, a business intelligence strategy with visualization capabilities boasts a ROI of $13.01 Did you know? back on every dollar spent. c) Pie charts.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

datapine

SEPTEMBER 16, 2022

Now that you’re sold on the power of data analytics in addition to data-driven BI, it’s time to take your journey a step further by exploring how to effectively communicate vital metrics and insights in a concise, inspiring, and accessible format through the power of visualization. back on every dollar spent. click for book source**.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

CIO Business Intelligence

AUGUST 12, 2022

in 2016, and BD Advanced Bioprocessing in 2018. So, we have a lot of disparate systems across our company — ERPs, CRMs, middleware — but our go-to-market strategy for our customers, you have to make that all invisible for them.”. Since 2006, it has grown with additional mergers and acquisitions, including Life Technologies Corp.

IT 104

IT Data Lake Sales Interactive 104

DataRobot Blog

FEBRUARY 16, 2022

A 2016 paper that sought to explain integrated care , laid out four different definitions and five different conceptual frameworks. A December 2021 survey by Optum reported that 85% of healthcare leaders say they have an AI strategy and 48% have implemented it, an increase since reporting in 2020.

Machine Learning 52

Machine Learning Reporting Metrics Data Integration 52

Smart Data Collective

MAY 31, 2023

Most savvy marketers recognize the importance of using analytics technology to optimize their strategies to get a higher ROI. The most important thing to do at the beginning is to know which metrics to focus on. Instagram introduced stories in 2016 , and till then, it has become a fantastic marketing tool.

Marketing 77

Marketing Data Analytics Analytics Interactive 77

datapine

AUGUST 29, 2022

And with that understanding, you’ll be able to tap into the potential of data analysis to create strategic advantages, exploit your metrics to shape them into stunning business dashboards , and identify new opportunities or at least participate in the process. It was lately revised and updated in January 2016.

Big Data 263

Big Data Data Analytics Analytics Data mining 263

datapine

SEPTEMBER 11, 2019

Digital data, by its very nature, paints a clear, concise, and panoramic picture of a number of vital areas of business performance, offering a window of insight that often leads to creating an enhanced business intelligence strategy and, ultimately, an ongoing commercial success. billion , growing at a CAGR of 26.98% from 2016.

Business Intelligence 161

Business Intelligence Analytics Sales Dashboards 161

Occam's Razor

APRIL 21, 2014

We will cover questions in four areas: business/strategy challenges, analytics/technical challenges, career/self-development questions and rampant speculation. Business/Strategy Challenges. Strategy one… Prioritize by where you will make money for your client quickly. strategies). Let's do this! Glenn Walker.

Marketing Analytics 131

Marketing Analytics Marketing Analytics Measurement 131

Insight

MAY 7, 2020

Felicia recommends starting by asking yourself some questions that go beyond surface-level metrics: Has my own team received any training on inclusive hiring practices? Source: [link] For a small company, it may seem premature to evaluate DEI outcomes based on the above metrics. They weren’t being given good opportunities.”

Metrics 68

Metrics Data Processing Strategy IT 68

Depict Data Studio

APRIL 10, 2023

Visualizing data in charts, graphs, dashboards, and infographics is one of the most powerful strategies for getting your numbers out of your spreadsheets and into real-world conversations. Use the Data Visualization Checklist Stephanie Evergreen and I designed the Data Visualization Checklist in 2014 and updated it in 2016.

Visualization 105

Visualization Dashboards Testing Reporting 105

DataRobot Blog

MARCH 10, 2022

The “Fourth Industrial Revolution” was coined by Klaus Schwab of the World Economic Forum in 2016. This is currently a widespread strategy across the industry where we are seeing companies move from reactive to predictive inventory management and capacity planning. and recommend the best optimization metric to use.

Manufacturing 52

Manufacturing IoT Machine Learning Forecasting 52

Insight

JUNE 10, 2019

In 2016, Uber published its Uber Elevate White Paper , setting its aspirations on providing on-demand air taxis from San Francisco to San Jose for about $130. Alexander | June 1, 2016 Training a c onvolution neural network (CNN) to spot helipads The solution I developed rests on retraining a CNN to recognize helipads in aerial images.

Breakeven 69

Breakeven Modeling Testing Marketing 69

Andrew White

JANUARY 9, 2022

– We did some early work a few years ago that look at the career path of a CDO – see from 2016 Build Your Career Path to the Chief Data Officer Role. To drive a successful Data Analytics strategy do you think it is a multidisciplinary activity and if so, what additional roles would you expect to see involved.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Domino Data Lab

OCTOBER 23, 2019

Knowing that the ultimate goal is to compare the social-media influence and power of NBA players, a great place to start is with the roster of the NBA players in the 2016–2017 season. One of the things this data set doesn’t have, however, is a single metric to rank both offensive and defensive performance in a single statistic.

Statistics 59

Statistics Machine Learning Testing Modeling 59

The Unofficial Google Data Science Blog

NOVEMBER 17, 2020

When these concerns loom too large to ignore, data scientists and practitioners will generally adopt one of a few suboptimal strategies. Any model that is unable to make such a guarantee may be rejected for such policy reasons, regardless of its overall accuracy. With PLFs, we can even create unique and interesting types of regularization.

Machine Learning 108

Machine Learning Deep Learning Modeling Interactive 108

Depict Data Studio

SEPTEMBER 15, 2020

In 2016, I met evaluator extraordinaire Dana Wanzer at a national conference. Paul presented new metrics of success: How much time do you have with your family? What’s your strategy?” We’d originally connected on Twitter and this was our first-time meeting in person. One time, we read Company of One by Paul Jarvis together.

Visualization 105

Visualization Consulting Dashboards Reporting 105

Sisense

JULY 10, 2019

When we sat down to plan this execution strategy, we realized there were several different ways we could approach it. In addition, we added Grafana and Prometheus, which provide counters of what’s going on in the system by providing a detailed view of system metrics. Data connectors. Learnings Along the Way.

IT 69

IT Testing Technology Sales 69

Peter James Thomas

OCTOBER 1, 2019

Throughout I use the word “category” to refer to something discrete that is plotted on an axis, for example France, Germany, Italy and The UK, or 2016, 2017, 2018 and 2019. The single red line shows the actual value of some metric up to the middle section of the chart. Most charts have two axes.

Sales 61

Sales Measurement Statistics Data Architecture 61